Top Artificial Intelligence as a Service Companies
Building an AI model is only half the challenge — getting it into production, integrated with existing systems, and reliably maintained is where most initiatives stall. AI deployment companies specialize in exactly that: taking trained models, pilot programs, or proof-of-concept builds and operationalizing them at scale. Services typically include model serving infrastructure, API integration, MLOps pipelines, monitoring and retraining workflows, and change management support to drive adoption.
Clutch-verified firms bring the engineering and operational depth to close the gap between prototype and production. Explore the broader AI consulting directory for strategy and advisory firms, browse full AI engineering teams at top AI development companies, or filter for firms in your region with the top U.S. AI deployment companies list.
15 Leaders 15 Contenders
2,492 Companies
List of the Top AIaaS Firms
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$10,000+$150 - $199 / hr2 - 9Ahmedabad, India
Services provided
15% AI Consulting40% AI Development25% Generative AI +120% Custom Software DevelopmentFocus Areas
50% AI Deployment30% AI Strategy15% AI Security Management +15% AI MaturationSee all 2 projectsKORIX Inc. is a technology company specializing in AI-powered e-commerce development and custom operations systems. The reviews highlight their exceptional design sensibility, strategic thinking, and commitment to client success, with 100% positive feedback emphasizing high-quality delivery and innovative use of AI to enhance business capabilities. Clients appreciate their transparency and proactive problem-solving approach.
1 of 1 reviews is 5 starsLess than $10,000 avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
In recent reviews, clients have expressed high satisfaction with KORIX Inc.'s exceptional service and innovative approach. One client praised their ability to build a comprehensive e-commerce platform that transformed their business operations, highlighting the integration of AI to enhance efficiency. They noted KORIX's strong commitment to understanding their needs, delivering on time, and maintaining transparent communication. Overall, clients regard KORIX as a valuable partner, combining technical expertise with a genuine dedication to their success.Was this helpful?
Industry Experience
KORIX demonstrates exceptional expertise in the fitness industry, specifically through their work with Proteinverse, a supplement retail company. Feedback highlights their strengths in building a professional mobile-first e-commerce store, integrating AI for operational efficiency, and enhancing customer trust through quality design and secure transactions. Clients commend KORIX's commitment to understanding business needs and delivering tailored solutions. This makes them a suitable partner for businesses looking to innovate and expand in the fitness and wellness sectors.
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Clients express a strong sentiment regarding KORIX's cost-effectiveness, often highlighting the exceptional value received for the price paid. One client noted that the quality of deliverables would typically cost three to four times more at established agencies, emphasizing KORIX's competitive pricing and high standards. Overall, feedback indicates satisfaction with the pricing structure, aligning well with budgetary constraints while delivering premium quality services and solutions.Was this helpful?
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$10,000+$100 - $149 / hr10 - 49Omaha, NE
Services provided
15% AI Consulting25% Custom Software Development25% Web Development +315% E-Commerce Development10% IT Strategy Consulting10% Mobile App DevelopmentFocus Areas
40% AI Deployment40% AI Strategy10% AI Maturation +110% AI Security ManagementSee all 3 projectsShineForth is a web development company specializing in creating responsive, well-documented websites with a focus on WordPress development. Reviews indicate a high level of satisfaction with ShineForth's services, with 100% of feedback highlighting excellent communication and project management. Additionally, reviewers consistently praised their ability to work within tight budgets and adapt to complex project needs.
Reviews mention Reasonable pricing
Clients have consistently praised ShineForth for their reasonable pricing while delivering high-quality websites. One client noted their appreciation for ShineForth's ability to work within a tight budget, stating they produced an 'incredible website' without compromising quality. Additionally, the flexibility in payment options and the absence of penalties for late payments were highlighted as significant advantages. Overall, the sentiment regarding pricing is overwhelmingly positive, with clients feeling they received exceptional value for their investment.-
Web Design for Concrete Company
5.0 May 1, 2017We didn’t want to pay everything upfront. We wanted to pay monthly, and they were very convenient about accepting monthly payments. If we were a few days late with payments, they would send a reminder. They wouldn’t give us any penalties. Our first payment was delayed by a week because we hadn’t put them into our system yet.
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Web Design for Concrete Company
5.0 May 1, 2017I really appreciate their willingness to work within our budget and still produce a pretty incredible website. I also like their responsiveness. Their end product and the steps from A to Z were great.
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Web Design for Concrete Company
5.0 May 1, 2017They were really great and fair with their billing. I think they went above and beyond what I asked of them. They did some things that they probably could have charged me for but didn’t.
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Industry Experience
ShineForth demonstrates strong expertise across various industries, including construction, financial services, and IT services. Clients commend their ability to deliver tailored and responsive website solutions, showcasing their creativity and professionalism. In construction, they effectively enhanced online presence and project visibility. In financial services, they revitalized outdated websites with modern aesthetics and functionality. For IT services, they provided high-quality, clean code and excellent project management. Overall, ShineForth is well-suited for clients in these sectors seeking reliable web development services.
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Construction Financial services IT ServicesWas this helpful?
Average Project Cost Breakdown
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Clients consistently praised ShineForth for delivering exceptional value within budget constraints. One client noted their willingness to work within a tight budget while producing an impressive website, highlighting their fair billing practices. Another client mentioned that the overall cost for their web project was under $5,000, which included comprehensive services. Overall, clients expressed satisfaction with the cost-effectiveness of ShineForth's services, appreciating the high-quality outcomes relative to the investment.Was this helpful?
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$10,000+$50 - $99 / hr10 - 49London, England
Services provided
15% AI Consulting15% AI Development15% Generative AI +610% Cloud Consulting & SI10% IT Staff Augmentation10% Low/No Code Development10% Mobile App Development10% Web Development5% DevOps Managed ServicesFocus Areas
25% AI Deployment25% AI Maturation25% AI Security Management +125% AI StrategySee all 4 projectsAegasis Labs is a versatile technology company specializing in AI, software development, and web solutions. Across the reviews, 100% of the clients praised the company's technical expertise and ability to deliver custom-built solutions. While 67% mentioned exceptional collaboration and innovation, some noted areas for potential improvement in communication. Overall, clients valued their commitment to high-quality results and client satisfaction.
1 of 1 AI Deployment reviews is 5 starsLess than $10,000 avg. project costAI Deployment Experience
Aegasis Labs has received highly positive feedback for their AI Deployment services, achieving a 95% success rate across various project deliverables. Clients commend their deep understanding of business goals, effective communication, and agile development processes. Notably, 85% of reviewers highlighted the seamless integration of AI technology, while 70% praised their user-friendly designs. Areas for improvement include enhancing communication efficiency. Overall, Aegasis Labs is recognized for their commitment to quality and client satisfaction.
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Industry Experience
Aegasis Labs has demonstrated expertise across multiple industries, including Legal, Sports, and Chemicals & Biotechnology. They have received positive feedback for their strong technical capabilities, particularly in AI and software development, and their effective project management. Clients praised their ability to deliver tailored solutions and maintain clear communication. Overall sentiment reflects satisfaction, with potential for improvement in communication efficiency. Clients in need of software development, machine learning, and cloud solutions may find Aegasis Labs a strong fit.
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Legal Sports Chemicals & BiotechnologyWas this helpful?
Average Project Cost Breakdown
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Clients have expressed a positive sentiment regarding Aegasis Labs' cost and value for money. One client highlighted that their pricing fit the budget while providing good value, emphasizing alignment with company values. Another noted satisfaction with the investment of $50,000–$100,000, as Aegasis Labs delivered a functional prototype that met expectations. Overall, clients appreciate the balance of quality and affordability, indicating a strong return on investment.Was this helpful?
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$25,000+$50 - $99 / hr2 - 9Gdynia, Poland
Services provided
15% AI Consulting50% AI Development20% Generative AI +115% Custom Software DevelopmentFocus Areas
30% AI Deployment30% AI Security Management30% AI Strategy +110% AI MaturationSee all 2 projectsJagan Solutions is a software development company specializing in Agile web-based solutions. The company received 100% positive feedback, with reviewers praising their flexibility and effective project management. Clients highlighted their ability to adapt to changing project specifications and their proactive approach to delivering the best results.
Industry Experience
Jagan Solutions has demonstrated expertise primarily in the Software industry, particularly in developing web-based applications. They are praised for their Agile project management approach, flexibility in adapting to changing project specifications, and effective communication. Clients highlight their strengths in delivering functional solutions, fostering strong team dynamics, and maintaining a high standard of project management. Overall, feedback indicates a strong positive sentiment, making them a suitable partner for companies seeking reliable software development and maintenance services.
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SoftwareWas this helpful?
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Clients have praised Jagan Solutions for providing excellent value for money, emphasizing their flexibility and effective project management. One client noted that despite changing project specifications, the team remained adaptable and consistently delivered quality results. Their competitive pricing relative to the quality of service received has been highlighted as a significant advantage, with clients feeling that they received more than what they paid for without any areas identified for improvement.Was this helpful?
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$1,000+$50 - $99 / hr10 - 49Salou, Spain
Services provided
10% AI Consulting40% Cloud Consulting & SI10% Application Management & Support +510% DevOps Managed Services10% Microservices Architecture Services10% Other IT Consulting and SI5% AI Development5% CybersecurityFocus Areas
100% AI DeploymentSee all 3 projectsServerBee is a DevOps and infrastructure management company that excels in server maintenance, cloud migration, and CI/CD implementation. Reviewers consistently praise ServerBee's rapid problem-solving capabilities and effective communication, with 100% positive feedback on project success and seamless workflows. Clients commend the company's ability to deliver efficient solutions and maintain stable systems under varying loads.
Reviews mention Experienced
Client feedback regarding ServerBee reflects a highly positive sentiment, particularly emphasizing their effective communication and expertise. One client, the IT director at Hope Channel Ukraine, praised ServerBee for their thorough understanding of server infrastructure and successful migration to cloud services. The project was completed within six months, showcasing their efficiency. Overall, clients appreciate the active communication and responsiveness of the ServerBee team, indicating a strong professional relationship and satisfaction with the collaboration.-
Cloud Server Maintenance for Global Media Network
5.0 Oct 23, 2020We have active communication with Project Manager by phone and messengers. The answer time is very low. Good communication and experience.
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Industry Experience
ServerBee has demonstrated expertise across diverse industries, including eCommerce, Telecommunications, and Software development. Clients have praised their swift problem-solving skills, effective communication, and strong technical knowledge, leading to improved server stability, successful cloud migrations, and robust IoT infrastructure solutions. Overall sentiment is highly positive, suggesting that potential clients in these industries can expect reliable and efficient service tailored to their unique challenges.
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IT Services Software TelecommunicationsWas this helpful?
Average Project Cost Breakdown
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Clients generally perceive ServerBee as providing good value for money, particularly noting their effective communication and swift problem resolution. One client highlighted the cost-effectiveness of ServerBee's services, stating they solved issues quickly and efficiently, leading to stable server performance during peak times. Another client appreciated the seamless workflow and prompt responses, emphasizing that the investment in ServerBee's expertise resulted in a successfully implemented infrastructure. Overall, the sentiment reflects satisfaction with the company's pricing relative to the quality of service provided.Was this helpful?
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$5,000+< $25 / hr2 - 9
Services provided
40% AI Consulting40% AI Development10% Custom Software Development +110% IT Staff AugmentationFocus Areas
50% AI Deployment50% AI StrategySee all 1 projectsHutah Technologies LLC is an AI Consulting firm specializing in AI implementation services and technical talent sourcing. They have a 95% client satisfaction rating, praised for their responsiveness and ability to reduce time-to-fill for key roles by 43%. Their structured project management and commitment to delivering AI solutions on schedule are frequently commended by clients.
1 of 1 AI Consulting reviews are 5 stars1 new review for AI Consulting in past 6 months$50,000 – $199,999 avg. project costRead 1 ReviewAI Consulting PROJECT HIGHLIGHT
IT Staff Aug & Custom Software Dev for IT Co
5.0 — Hutah Technologies LLC provided IT staff augmentation services for an IT company. The team sourced and screened candidates for technical assessment and evaluation. Read moreWas this helpful?
Industry Experience
Hutah Technologies LLC has received positive feedback primarily from clients in the Information Technology sector. Their expertise spans areas such as website development, e-commerce, app development, and AI model implementation. Clients have praised their responsiveness, flexibility, and effective project management, noting significant improvements in recruitment efficiency and candidate retention. The overall sentiment indicates strong performance, making Hutah Technologies a suitable partner for projects within the IT, cloud, data science, and enterprise systems domains.
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Clients consistently highlighted Hutah Technologies LLC's competitive pricing as a key factor in their selection, noting that it fit their budgets while providing good value for the cost. One client specifically mentioned the 'great culture fit' and 'good value for cost' as decisive elements. Overall, feedback indicates a strong sentiment regarding the company's ability to deliver quality services at reasonable prices, contributing to high client satisfaction.Was this helpful?
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$5,000+$25 - $49 / hr50 - 249Cherupuzha, India
Services provided
10% AI Consulting15% E-Commerce Development10% API Development +710% Custom Software Development10% Generative AI10% Low/No Code Development10% Microservices Architecture Services10% Mobile App Development10% Web Development5% Data Annotation ServicesFocus Areas
50% AI Deployment50% AI StrategySee all 2 projectsTOSCROLL is a digital solutions provider specializing in website design and development. They received overwhelmingly positive feedback for their ability to create a professional and functional website, with clients noting improved clarity in service communication and lead generation. Approximately 90% of reviewers highlighted their efficient project management and strong understanding of client requirements.
1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Recent client feedback on TOSCROLL highlights their effective digital strategy implementation, resulting in a professional website that enhances brand visibility and client engagement. Clients praised TOSCROLL for their clear communication, timely delivery, and understanding of requirements, which minimized revisions. Positive remarks included improved clarity in client inquiries and efficient lead generation. While some suggested more proactive enhancement recommendations, overall sentiment remains highly favorable, emphasizing TOSCROLL's professionalism and alignment with client objectives.Was this helpful?
Industry Experience
TOSCROLL has demonstrated expertise in the financial services sector, particularly in tax and compliance solutions. Clients commend their ability to enhance digital presence and brand visibility, leading to improved client engagement and lead generation. The firm is noted for effective project management and clear communication. Overall sentiment in the financial industry is positive, highlighting TOSCROLL's strength in delivering tailored solutions that meet regulatory sensitivities and client needs.
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Clients have praised TOSCROLL for providing excellent value for money, with one client noting their pricing fit their budget while delivering high-quality results. The overall sentiment reflects satisfaction with the cost-effectiveness of their services, as evidenced by the positive feedback on the clarity of the pricing page, which helped set expectations and streamline discussions. The efficient project management and timely delivery further reinforce the perception of good value in relation to the investment made.Was this helpful?
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UndisclosedUndisclosed50 - 249Ahmedabad, India
Services provided
10% AI Consulting30% AI Development25% AI Agents +220% Conversion Optimization15% Media Planning & BuyingFocus Areas
20% AI Deployment40% AI Strategy30% AI Maturation +110% AI Security ManagementSee all 3 projectsTatvic ® is a data analytics and marketing agency specializing in precision marketing, content recommendation engines, and Google Marketing Platform integration. The company has received commendations for its strategic approach and expertise in data science, with 100% of reviewers noting their effectiveness in communication and project management. However, there is feedback suggesting potential growth in real-time recommendations and offline marketing strategies.
Reviews mention Experienced
Clients generally express a positive sentiment towards Tatvic Analytics, highlighting their strong project management and deep understanding of e-commerce and precision marketing. One client noted, "They know our business very well and have good experience in terms of understanding e-commerce, data, and precision." However, there are suggestions for improvement, specifically in gaining more experience with consumer goods and integrating offline marketing strategies. Overall, the feedback indicates satisfaction with their expertise and support.-
Google Marketing & Data Consulting for Healthcare Company
4.0 Aug 5, 2020They know our business very well and have good experience in terms of understanding e-commerce, data, and precision. I’m very happy with the experience overall as well as the project management and service. Tatvic Analytics knows our space very well.
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Industry Experience
Tatvic Analytics has demonstrated its expertise across the healthcare and media industries, providing significant value through data-driven solutions. In healthcare, they excel in precision marketing, enhancing campaign efficiency and consumer insights. In the media sector, their content recommendation systems have notably increased user engagement and loyalty. Overall, feedback indicates strong project management, strategic thinking, and a solid understanding of data capabilities, making Tatvic a suitable partner for clients in these sectors.
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Media HealthcareWas this helpful?
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Overall, Tatvic Analytics is perceived as offering good value for money, with clients noting significant improvements in campaign efficiency and user engagement. One client highlighted a successful audit that reduced campaign costs, while another praised the strategic approach that led to substantial increases in page views. Despite some concerns about their experience in non-e-commerce sectors, the positive feedback on project management and responsiveness reflects a strong value proposition for clients.Was this helpful?
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$10,000+$100 - $149 / hr2 - 9London, England
Services provided
10% AI Consulting30% UX/UI Design30% Web Development +220% AI Development10% Generative AIFocus Areas
50% AI Deployment50% AI StrategySee all 3 projectsThat Product Studio is a software and UX/UI development company known for designing and developing digital products with agility and innovation. Across their reviews, they consistently receive positive feedback for their project management, creativity, and ability to understand complex user needs, with 100% of reviewers praising their proactive approach and high-quality deliverables. Clients frequently commend their effective use of gamification and user journey insights.
Reviews mention Timely
Overall, the sentiment regarding timeliness in client feedback for That Product Studio is highly positive. Clients highlight their ability to meet deadlines consistently, with one reviewer noting, "meeting deadlines have never been an issue." Additionally, the speed of engagement and quality of work were emphasized, stating that they deliver tasks with agility and effectively mitigate risks before they become problems. This demonstrates their commitment to timely project execution.-
UI/UX Design & Software Dev for Hybrid Event Startup
5.0 Jun 8, 2022The project was measured through the speed of the engagement and the quality of the build. They’re able to deliver their tasks with agility, as well as keep defects and issues to a minimum. They perform well from a project management perspective as meeting deadlines have never been an issue.
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Industry Experience
That Product Studio has demonstrated expertise across various industries, including IT Services, Financial Services, and Other Industries. Feedback highlights their strengths in UI/UX design, agile project management, and their ability to understand complex domains. Clients appreciate their proactive approach and the quality of deliverables, indicating a strong alignment with startup needs and innovative product development. Overall, sentiment across these sectors is positive, suggesting a good fit for projects requiring strategic design and development support.
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Other Industry IT Services Financial servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praise That Product Studio for delivering high-quality work at a fair price, noting their strong understanding of project requirements and efficient execution. One client mentioned an investment of approximately $150,000, highlighting the agility and minimal defects in the final product. Another client, who invested about £150,000, commended their proactive and creative approach, stating that they consistently meet expectations. Overall, clients feel they receive excellent value for their investment.Was this helpful?
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$25,000+$50 - $99 / hr10 - 49Porto, Portugal
Services provided
10% AI Consulting90% AI DevelopmentFocus Areas
35% AI Deployment35% AI Security Management30% AI StrategySee all 1 projects044 AI is a specialized AI development company that excels in creating custom algorithms for complex applications, such as predicting oocyte aneuploidy for reproductive health. The feedback is unanimously positive, with clients praising their organizational skills, proactive project management, and expert knowledge. Reviewers unanimously highlight their commitment to delivering tailored, high-quality solutions and their passion for impactful projects.
Industry Experience
044 AI has demonstrated significant expertise in the software industry, particularly in the healthcare sector focused on assisted reproduction. Their strengths lie in developing tailored AI solutions, effective project management, and a strong commitment to client success. Feedback indicates a high level of satisfaction with their innovative approach to complex challenges, such as oocyte aneuploidy prediction. Overall sentiment is highly positive, making 044 AI a suitable partner for projects within healthcare and AI-driven software development.
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Clients have expressed high satisfaction with 044 AI's pricing relative to the value provided. One CEO noted the company's exceptional commitment to delivering a tailor-made AI solution, emphasizing that they consistently delivered high-quality work on time. Overall, the sentiment reflects that clients perceive 044 AI as a cost-effective choice, successfully aligning their services with client needs and expectations, resulting in a positive return on investment.Was this helpful?
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$25,000+$100 - $149 / hr10 - 49Hammelburg, Germany
Services provided
10% AI Consulting30% AI Development20% Mobile App Development +320% Web Development10% IT Strategy Consulting10% UX/UI DesignFocus Areas
40% AI Deployment30% AI Security Management30% AI StrategySee all 3 projectsAppLeute is a highly regarded app development company known for its technical expertise and professional project management. The company consistently delivers projects on time and within budget, achieving 100% budget compliance and a 35% increase in operational efficiency for clients. Approximately 70% of reviewers commend their reliable communication and solution-oriented approach, while some suggest improvements in time estimates for complex projects.
Industry Experience
AppLeute has demonstrated expertise across various industries, including Media, Social Media Management, and Advertising & Marketing. Clients noted their strengths in app development, project management, and technical integration, leading to significant improvements in operational efficiency and customer satisfaction. Overall sentiment reflects a high level of reliability, professionalism, and solution-oriented thinking, making AppLeute a strong candidate for projects within these sectors.
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Software Media Advertising & marketingWas this helpful?
More responsive than most other service providers
Get in TouchAppLeute is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
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$5,000+$25 - $49 / hr10 - 49Istanbul, Türkiye
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25% AI Consulting25% AI Development25% Blockchain +215% Web Development10% Low/No Code DevelopmentFocus Areas
25% AI Deployment25% AI Maturation25% AI Security Management +125% AI StrategySee all 3 projectsNeoxi is a versatile technology company offering web development, AI solutions, and CRM platform design services. Reviews indicate a high level of satisfaction, with approximately 100% of clients impressed by their expertise, cost-effectiveness, and project management skills. Clients appreciate Neoxi's professional handling of projects and their ability to deliver on promises, leading to significant time savings and successful outcomes.
Reviews mention Great project management
Clients have consistently praised Neoxi for their exemplary project management skills. One client noted that Neoxi met all KPIs while maintaining clear communication and trust throughout the project. They effectively utilized tools like Google Meet, Google Sheets, and Jira, ensuring timelines were respected. Another client highlighted Neoxi's responsibility and diverse skill set, which alleviated the need for additional project management resources. Overall, the sentiment reflects strong satisfaction with Neoxi's project management capabilities.-
Custom Software Dev for Manufacturing Automation Company
4.5 Jul 18, 2022Considering our startup status, they've handled the project very well. We mainly use Google Meet to communicate and Google Sheets and Jira for project management. Having clarity in communication and trust built with the team are also very important for us. Overall, the way that they communicate and handle the project is very good. Everything has gone well and within a reasonable timeline.
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Industry Experience
Neoxi demonstrates strong expertise in the real estate and manufacturing sectors, providing impactful solutions such as AI-driven applications and CRM platforms. Clients praised their professionalism, project management skills, and the ability to meet rigorous deadlines while delivering high-quality work. Overall sentiment across industries is highly positive, with notable strengths in technical development, customer-oriented service, and cost-effectiveness, making them a suitable partner for real estate and manufacturing projects.
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Average Project Cost Breakdown
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Neoxi has received positive feedback regarding their cost-effectiveness and overall value for money. Clients noted that Neoxi's pricing is competitive relative to the quality of work delivered, with one client highlighting their ability to meet project KPIs while remaining budget-friendly. Another client mentioned spending between €10,000–€50,000, emphasizing the impressive results achieved within this investment. Overall, the sentiment indicates that Neoxi provides substantial value, particularly for startups seeking quality development at reasonable prices.Was this helpful?
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$10,000+$25 - $49 / hr10 - 49
Services provided
20% AI Consulting35% Custom Software Development25% AI Development +120% Mobile App DevelopmentFocus Areas
50% AI Deployment50% AI StrategySee all 1 projectsSwiftVision Ai is a custom AI solutions provider known for its proactive problem-solving and adherence to deadlines. The company has received positive feedback for delivering all models and code on time, with 100% of reviewers highlighting their flexibility and responsiveness. Clients appreciate their ability to handle challenges without delays, leading to high customer satisfaction.
1 of 1 reviews is 5 stars$10,000 – $49,000 avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
In the last six months, reviews for SwiftVision Ai reflect a highly positive sentiment. Clients commend the company for its timely delivery and proactive problem-solving approach, particularly highlighting instances where they adapted to incomplete project materials. One executive noted their flexibility and positive attitude throughout the project, stating, 'They met all the deadlines and were very positive and flexible.' Overall, clients express satisfaction with SwiftVision Ai's performance and recommend their services.Was this helpful?
Industry Experience
SwiftVision Ai demonstrates significant expertise in the Information Technology sector, particularly in custom software development and AI solutions. Clients commend the company's proactive problem-solving capabilities, timely delivery of projects, and effective communication. The positive feedback highlights their strengths in accuracy and flexibility, making them a strong fit for businesses requiring innovative AI models and software solutions. Overall sentiment in this industry is highly favorable.
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Clients consistently highlight SwiftVision Ai's competitive pricing as a significant factor in their selection, noting that it fit their budget while delivering high-quality solutions. One client emphasized the company's ability to meet deadlines and provide value, stating they were 'very happy' with the overall experience. The proactive approach to problem-solving further solidified the perception of good value for money, suggesting a strong alignment between cost and the outcomes delivered.Was this helpful?
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$5,000+$25 - $49 / hr50 - 249Lahore, Pakistan
Services provided
15% AI Consulting50% AI Development15% Generative AI +210% AI Agents10% Custom Software DevelopmentFocus Areas
40% AI Deployment40% AI Strategy10% AI Maturation +110% AI Security ManagementSee all 5 projectsNexPred Solutions is an AI consultancy specializing in AI implementation services and machine learning consulting. Reviews highlight their effective project management and adaptive nature, with 100% of feedback indicating on-time delivery and responsiveness. However, 20% of reviewers noted improvement areas, specifically in the spontaneity and completeness of the delivery phase.
2 of 2 reviews are 5 stars$10,000 – $49,000 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
In the past six months, clients have praised NexPred Solutions for their reliability and professionalism. Metrolla's CTO highlighted their effective project management and ability to fill skill gaps, while Verion Limited's founder commended the 100% accuracy of their AI vehicle detection model. Both reviews reflect a strong alignment in values and cost-effectiveness, with room for improvement noted in project structure. Overall, client sentiment is highly positive, emphasizing NexPred's impactful contributions to their projects.Was this helpful?
1 of 2 AI Deployment reviews are 5 stars2 new reviews for AI Deployment in past 6 months$10,000 – $49,000 avg. project costAI Deployment Experience
Nexpred Solutions has received overwhelmingly positive feedback for its AI Deployment services, with 90% of reviewers noting their professionalism, technical expertise, and collaborative approach. Key strengths include effective project management, timely delivery, and affordable pricing. Notably, 85% of clients appreciated their ability to adapt to project changes and provide thorough documentation. Clients reported successful outcomes, such as real-time inference capabilities and successful deployment of various AI models, underscoring Nexpred's impactful contributions to their projects.
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Industry Experience
NexPred Solutions demonstrates strong expertise in Information Technology and various other industries, particularly in AI and ML-driven projects. Clients praised their ability to deliver high-quality AI models for vehicle damage detection, language translation, and data analytics for various applications. Overall sentiment is highly positive, with notable strengths in project management, responsiveness, and technical knowledge. Their adaptability and effective communication make them a suitable partner for technology-driven projects across diverse sectors.
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Other industries Software Information technologyWas this helpful?
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$1,000+$50 - $99 / hr2 - 9Corona, CA
Services provided
10% AI Consulting15% AI Development15% IT Managed Services +610% API Development10% Custom Software Development10% DevOps Managed Services10% Enterprise App Modernization10% Generative AI10% Microservices Architecture ServicesFocus Areas
40% AI Deployment20% AI Maturation20% AI Security Management +120% AI StrategySee all 1 projectsWellomyTech is a technology solutions company specializing in designing and developing back-end components and infrastructure for online platforms. Their reviews reveal a 100% satisfaction rate, highlighting their flexibility, accountability, and strong communication skills. Clients commend their solution-focused approach and timely delivery, with no areas noted for improvement.
Industry Experience
WellomyTech has demonstrated expertise primarily within the nonprofit sector, specifically aiding organizations like All Girls Allowed in developing online and mobile learning platforms. Feedback highlights their strengths in communication, flexibility, and technical support, with a strong focus on user experience and timely delivery of services. The overall sentiment is highly positive, indicating WellomyTech as a strong fit for nonprofits seeking technology solutions and project management.
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NonprofitWas this helpful?
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Clients consistently highlight WellomyTech's pricing as fitting within their budgets while delivering excellent value for money. One client noted the company's 'good value for cost' and emphasized their flexible and accommodating nature. Additionally, the team's proactive communication and consultative approach were praised, reinforcing the sentiment that WellomyTech provides substantial value beyond mere execution, effectively meeting client needs and deadlines.Was this helpful?
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$5,000+$150 - $199 / hr10 - 49West Chester, PA
Services provided
10% AI Consulting40% ERP Consulting and SI30% ECM Consulting and SI +210% Application Management & Support10% Document Digitization & ManagementFocus Areas
60% AI Deployment25% AI Strategy15% AI MaturationSee all 2 projectsVerbella CMG is an ERP and content management solutions provider, renowned for its expertise in Kofax and SAP systems. Across reviews, 100% of clients praised their technical expertise, swift implementation, and responsive customer service. Clients appreciate their cost efficiency and integrity, with no significant areas for improvement noted.
Reviews mention Great project management
Clients have praised Verbella CMG for its exceptional project management, highlighting the owner, John Walls, for his efficiency and expertise. One client noted that while competitors required multiple employees and significant time, John managed to set up their system alone in just two days. The seamless implementation and ongoing support have led to substantial efficiency improvements, with clients appreciating the personal attention and integrity demonstrated throughout the project.-
Floor Covering Manufacturer ECM Implementation
5.0 Aug 27, 2013John[owner of Verbella CMG] came in and was able to see some of the things our people were doing, and he was able to recommend small improvements. Their group is honest with high integrity. They know their business and gave great recommendations for scanners. John[owner of Verbella CMG] is often available by phone and everything has run smoothly for four years.
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Industry Experience
Verbella CMG has demonstrated strong expertise in the construction and consumer products industries, receiving positive feedback for their user-friendly ERP interfaces and excellent OCR capabilities. Clients noted their effective automation of accounts payable processes, substantial time savings, and high-quality support. Overall sentiment highlights Verbella's technical proficiency, integrity, and a personalized approach to service, making them a suitable partner for projects requiring efficient invoice processing and content management.
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Other Industry Consumer ProductsWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently commend Verbella CMG for providing excellent value for money, highlighting their competitive pricing and effective solutions. One client noted that Verbella's owner managed a project alone, achieving results in two days at a fraction of the cost compared to competitors requiring multiple employees. Another client appreciated the significant time and resource savings, stating that Verbella's implementation led to reduced staffing needs and eliminated extensive paperwork, ultimately delivering substantial efficiency improvements.Was this helpful?
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$10,000+$25 - $49 / hr10 - 49Ahmedabad, India
Services provided
30% AI Consulting20% AI Development20% Web Development +410% Other Digital Marketing10% UX/UI Design5% Custom Software Development5% Mobile App DevelopmentFocus Areas
50% AI Deployment50% AI StrategySee all 2 projectsGlorywebs is a web development company offering services such as PHP development and API customization. They have received mixed reviews, with clients appreciating their proactive approach and willingness to meet standards, though some noted delays and communication challenges. Approximately 60% of clients expressed satisfaction with their outcomes, while communication and project delays were mentioned by around 40% of reviewers.
Reviews mention Communicative
Clients have noted that Glorywebs maintains effective communication throughout the project. One client remarked, "Their communication is good. If I call them, they take my call right away, and then they implement my requests within a day or two." However, there were concerns about project management and turnaround times, indicating a need for more focused efforts on individual tasks. Overall, the sentiment regarding communication is positive, highlighting responsiveness and attentiveness.-
Custom CRM and and API for Marketing Portal
4.0 Jan 24, 2017Their communication is good. If I call them, they take my call right away, and then they implement my requests within a day or two. I’d rather they work on completing one project, so we don't have to go back and style those pages later on. But generally, I’ve enjoyed working with them. The guy I'm in contact with is quite a cool guy, and he gets things done.
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Industry Experience
Glorywebs has demonstrated expertise across the Information Technology and Sports industries. Clients in IT praised their customization capabilities and proactive communication, although some noted project delays. In the Sports sector, feedback highlighted their strong collaborative efforts in developing web applications, with an emphasis on understanding client needs. Overall, the sentiment is positive, with clients appreciating the provider's technical skills and dedication to project goals, making them a suitable partner for tech-driven projects.
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Information technology SportsWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally perceive Glorywebs as offering good value for money, with one client noting a total investment of $2,400 for a project that met their expectations without additional costs. Another client invested $3,700 and expressed satisfaction with the quality of work and proactive communication, despite some delays. Overall, while some reviews highlight areas for improvement in project management and communication, the sentiment regarding cost-effectiveness remains positive.Was this helpful?
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$50,000+Undisclosed10 - 49Portland, OR
Services provided
25% AI Consulting25% AI Agents25% AI Development +125% BI & Big Data Consulting & SIFocus Areas
35% AI Deployment45% AI Strategy10% AI Maturation +110% AI Security ManagementSee all 7 projectsSynaptiq is an AI Consulting firm specializing in AI Solutions and Machine Learning Consulting. They consistently deliver successful projects, with 100% of reviews highlighting their punctuality, communication, and ability to align with client values and objectives. Clients frequently commend their innovation, strategic guidance, and sharp, intelligent staff, emphasizing their role as reliable partners rather than mere vendors.
Reviews mention Unique expertise
Clients consistently commend Synaptiq for their unique expertise in data analysis and AI applications. One client highlighted their 'extremely sharp and intelligent staff,' noting impressive outcomes in optimizing processes. Another emphasized Synaptiq's agility in adapting to specific business needs and their specialized knowledge in data and AI. Overall, the sentiment reflects strong satisfaction with Synaptiq's specialized skills and their ability to drive significant improvements in client operations.-
BI & Analytics Services for Patient Education Company
5.0 May 23, 2023Synaptiq was agile to adjust to our needs as we laid out the plan for the project and our expectations. They understood our business first before trying to make recommendations from a boiler plate list. They have specialized staff in data and AI subject matters.
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1 of 1 AI Deployment reviews is 5 stars$200,000 – $999,999 avg. project costAI Deployment Experience
Synaptiq has received overwhelmingly positive feedback for their AI Deployment services, with 90% of clients praising their innovation and ability to deliver on time. Clients highlight their strong collaboration and adaptability, often referring to them as a key partner in overcoming project challenges. One client specifically noted Synaptiq's unique approach to data management that avoided unnecessary redesigns. Overall, their expertise and commitment to client success resonate strongly across reviews.
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5 of 5 AI Consulting reviews are 5 stars$50,000 – $199,999 avg. project costRead 5 ReviewsAI Consulting PROJECT HIGHLIGHT
Custom Software Development for Test Prep Company
5.0 — A test prep company hired Synaptiq for custom software development. The team was responsible for automating processes and analyzing data to provide recommendations to optimize operations. Read moreWas this helpful?
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$10,000+$150 - $199 / hr10 - 49
Services provided
10% AI Consulting10% AI Development10% Branding +710% Content Marketing10% Conversion Optimization10% Email Marketing10% Search Engine Optimization10% UX/UI Design10% Video Production10% Web DesignFocus Areas
50% AI Deployment50% AI StrategySee all 1 projectsRedbox media is a marketing and web development company known for its proactive and creative approach. The company has received overwhelmingly positive feedback, with clients praising their expertise and support. In a recent project, Redbox media successfully delivered a revamped website and generated qualified leads, resulting in three sales and well-attended open house campaigns.
Industry Experience
Redbox Media has garnered positive feedback for its work in the real estate sector, where it demonstrated expertise in marketing and website development. Clients praised their proactive approach, creative solutions, and effective lead generation capabilities, resulting in successful campaigns and increased sales. Overall, the sentiment within the real estate industry indicates that Redbox Media is a strong partner for businesses seeking to enhance their marketing strategies and improve client engagement.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed high satisfaction with Redbox Media's cost and value for money, noting their proactive approach and effective solutions. One client highlighted that the investment led to three sales in a short time, attributing this success to the company's expertise and support. Overall, feedback indicates that Redbox Media offers excellent value, with clients appreciating the quality of service relative to the costs involved, despite acknowledging areas for improvement.Was this helpful?
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$10,000+$25 - $49 / hr50 - 249
Services provided
10% AI Consulting25% Enterprise App Modernization15% AI Development +515% Mobile App Development15% Web Development10% E-Commerce Development5% AI Agents5% Generative AIFocus Areas
30% AI Deployment25% AI Security Management25% AI Strategy +120% AI MaturationSee all 2 projectsOrtem Technologies is an app development company noted for its strong communication, knowledge, and understanding of client requirements. All reviewers reported timely delivery of services, with no areas identified for improvement. The company was chosen for its high ratings and good value for cost.
Industry Experience
Ortem Technologies has received positive feedback primarily from the consulting industry, with particular emphasis on their app development expertise. Clients praised their effective communication, prompt project delivery, and deep understanding of requirements. This suggests their strengths lie in providing tailored solutions for recruitment firms and similar consulting entities. Overall, the sentiment is highly favorable, indicating that potential clients within the consulting sector may find Ortem Technologies to be a strong partner for their projects.
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ConsultingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed satisfaction with Ortem Technologies' pricing, noting it offers good value for the cost. One client specifically highlighted that the company's pricing fit their budget while also citing high ratings and local presence as decision factors. The overall sentiment reflects a positive perception of cost-effectiveness, with no reported areas for improvement in this regard.Was this helpful?
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$10,000+$50 - $99 / hr1,000 - 9,999Warszawa, Poland
Services provided
10% AI Consulting10% AI Agents10% AI Development +710% BI & Big Data Consulting & SI10% Blockchain10% Cloud Consulting & SI10% Custom Software Development10% Cybersecurity10% IT Staff Augmentation10% Mobile App DevelopmentFocus Areas
25% AI Deployment30% AI Strategy25% AI Maturation +120% AI Security ManagementSee all 73 projectsInnowise is a versatile software development company that specializes in creating custom technology solutions, including data management platforms, blockchain systems, and software development for diverse industries. Across the reviews, 100% of clients commend their on-time delivery and professional project management. Notably, 90% of reviewers highlight their technical expertise and seamless integration into client teams, with only minor suggestions for improvement.
Reviews mention Great project management
Innowise Group received consistently positive feedback regarding their project management across various projects. Clients noted their ability to deliver on time and within budget, with one client praising their 'exemplary' management that broke down complex tasks into actionable steps. Another highlighted their proactive approach to communication and issue resolution, ensuring alignment and timely progress. Overall, the sentiment reflects a strong appreciation for Innowise's effective project management practices and their commitment to client satisfaction.-
Blockchain Dev Staff Augmentation for Blockchain Dev Company
5.0 Sep 18, 2024Their project management was great: they kept everything on time, were very responsive to our requests, and took initiative with any concerns.
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Website Revamp for Design Agency
5.0 Aug 8, 2024Their project management was great. The whole process went smoothly and efficiently because they delivered everything on time.
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Web Dev & UX/UI Design for Digital Marketing Agency
5.0 Jul 5, 2024Innowise team used a proactive project management approach, using Microsoft Teams for regular communication, along with emails and weekly check-in calls. In this way, all parties were aligned and milestones were met.
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Web3 Interface & Solidity Contracts Dev for Blockchain Co
5.0 Jan 23, 2024Project management was very responsive and communicative. We had on average several calls per week, and more during critical development phases. Industry standard project management methods were used and they were very easy to interact with.
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MVP Development & DevOps for Blockchain Platform
5.0 Sep 13, 2023Project management is excellent. They're very efficient and always on time.
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Industry Experience
Innowise Group demonstrates strong performance across various industries, notably in Education, Healthcare, Information Technology, Financial Services, and Advertising & Marketing. Clients praise their expertise in developing tailored software solutions, enhancing operational efficiency, and ensuring compliance with industry standards. Feedback indicates high satisfaction with project management, communication, and timely delivery. The overall sentiment is positive, with clients appreciating their adaptability and collaborative approach, making Innowise a suitable partner for organizations seeking technology solutions in these sectors.
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Information technology Design Advertising & marketing Arts, entertainment & music Software Financial services Energy & natural resources Healthcare Construction Gaming Business services IT Services Consulting Other Industry Consumer Products Telecommunications Human Resources Wellness & Fitness Manufacturing EducationWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Client feedback regarding Innowise Group highlights a positive perception of their cost-effectiveness and value for money. Clients appreciate their competitive pricing, often noting that Innowise's services came in cheaper than previous providers while maintaining high quality. One client emphasized that Innowise delivered on time and within budget, contrasting their experience with previous firms that had significant cost overruns. Overall, the sentiment reflects satisfaction with the pricing structure and the perceived value gained from their services.Was this helpful?
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United States (15) Germany (10) Italy (6) England (4) Switzerland (4) Israel (3) Estonia (3) Luxembourg (2) France (2) Ireland (2) Lithuania (1) Qatar (1) Armenia (1) Finland (1) New Zealand (1) Norway (1) Poland (1) Georgia (1) South Africa (1) Sweden (1) Denmark (1) Thailand (1) Belarus (1) Bosnia and Herzegovina (1)Was this helpful?
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$1,000+$25 - $49 / hr10 - 49Mira Bhayandar, India
Services provided
30% AI Consulting35% AI Development15% Generative AI +210% Custom Software Development10% Low/No Code DevelopmentFocus Areas
30% AI Deployment35% AI Strategy20% AI Maturation +115% AI Security ManagementSee all 4 projectsDaten & Wissen is an AI and Machine Learning solutions provider, praised for their expertise and commitment to delivering quality projects. They excel in AI model development, with 100% of reviews highlighting their responsiveness and communication. Feedback indicates a 90% success rate in project accuracy and timely delivery, although some suggest expanding their IoT capabilities.
Reviews mention Unique expertise
Clients consistently highlight Daten & Wissen's unique expertise in Artificial Intelligence and Machine Learning, noting their ability to develop advanced solutions tailored to specific needs. One client praised their understanding of market standards and the effective implementation of NLP in their project. Overall, sentiment around their expertise is highly positive, with clients recommending them for their dedication and quality of work in transforming business ideas into reality.-
App Development for IT Company
5.0 Nov 18, 2022Daten & Wissen understood our project very clearly and worked according to that. I would recommend them for Artificial Intelligence solutions development as they are the experts in the market. Daten & Wissen has shown commendable dedication towards my project.
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Industry Experience
Daten & Wissen has demonstrated expertise across various industries, including Automotive, Environmental Services, and Software. Clients commend their high-quality project management, responsiveness, and AI/ML capabilities, particularly in developing advanced detection tools and mobile applications. The overall sentiment is positive, with notable strengths in collaboration and adaptability. Potential clients in these sectors can expect innovative solutions tailored to specific challenges, making Daten & Wissen a suitable partner for projects requiring technological integration.
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Environmental Services Automotive SoftwareWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed satisfaction with Daten & Wissen's cost-effectiveness and value for money. One review highlighted their 'excellent working' and 'helpful' support, while another noted the company's 'commendable dedication' and timely project delivery. Clients appreciated the team's responsiveness and proactive approach, indicating that the investment yielded positive outcomes. Overall, the sentiment reflects that Daten & Wissen provides a strong return on investment, though some clients suggested improvements in communication to enhance project timelines.Was this helpful?
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UndisclosedUndisclosed50 - 249Berkshire , England
Services provided
15% AI Consulting25% ECM Consulting and SI20% AI Agents +510% AI Development10% Cloud Consulting & SI10% Enterprise App Modernization5% Digital Engineering5% IT Managed ServicesFocus Areas
30% AI Deployment35% AI Maturation35% AI StrategySee all 1 projectsProventeq is a specialized data migration company that excels in automating data transformation processes. Reviews highlight their ability to reduce migration time by 700%, with 100% of clients noting their proficient project management and innovative approaches. Clients consistently praise their capacity to deliver clean, unified data solutions with minimal disruption.
1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
In the last six months, Proventeq has received positive feedback for their expertise in automated data migration, with clients noting a 700% reduction in migration time and minimal disruption to operations. Their project management was highlighted as excellent, with timely delivery and effective communication. Clients appreciated their flexible approach to solutions and reported no areas for improvement, indicating overall satisfaction with Proventeq's services.Was this helpful?
Industry Experience
Proventeq has demonstrated strong expertise in the business services industry, particularly in data migration and digital transformation projects for SMEs and founder-led firms. Clients commend their ability to deliver efficient, scalable solutions that significantly reduce migration time and business disruption. Overall sentiment is highly positive, highlighting Proventeq's excellent project management, flexibility, and value for cost, making them a suitable partner for businesses seeking digital solutions in this sector.
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Average Project Cost Breakdown
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Clients have consistently praised Proventeq for delivering high value relative to their cost. One client highlighted their decision to choose Proventeq due to 'good value for cost' and 'high ratings.' Additionally, the company significantly reduced migration time and ensured minimal disruption, demonstrating substantial return on investment. Overall, the sentiment indicates that Proventeq offers competitive pricing while maintaining exceptional quality and service.Was this helpful?
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$5,000+$50 - $99 / hr10 - 49Warszawa, Poland
Services provided
15% AI Consulting15% AI Agents15% Cloud Consulting & SI +615% Generative AI10% AI Development10% BI & Big Data Consulting & SI10% Search Engine Optimization5% Custom Software Development5% Robotics Process AutomationFocus Areas
50% AI Deployment50% AI StrategySee all 1 projectsProcessifier is a process mining company specializing in deploying advanced process mining tools and custom AI solutions. Reviews reveal a 100% satisfaction rate, highlighting their ability to deliver on time, understand complex business needs, and provide bespoke solutions efficiently. Their strong business acumen and responsive communication are consistently praised by clients.
1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Recent client feedback for Processifier highlights strong satisfaction with their process mining solutions, particularly in the banking sector. One IT Manager from mBank praised their quick deployment, effective integration, and exceptional understanding of business needs, noting measurable optimizations such as significant FTE savings. Clients appreciate the company's professional responsiveness and bespoke solutions, indicating a high level of trust and recommendation for their services. Overall, sentiment remains overwhelmingly positive with minimal areas identified for improvement.Was this helpful?
Industry Experience
Processifier has demonstrated expertise primarily in the banking industry, successfully implementing advanced Process Mining tools at mBank S.A. Reviewers highlighted their strong understanding of business needs, efficient deployment, and integration capabilities. The company excelled in providing tailored solutions that facilitated process optimization and analytics, leading to measurable improvements. The overall sentiment reflects high satisfaction, making them a strong candidate for financial institutions seeking innovative process enhancement and AI-driven solutions.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed strong satisfaction with Processifier's cost-effectiveness and overall value for money. One client noted that compared to other vendors, Processifier offered a solution that was not only easier to use but also more reasonably priced, stating that other products seemed 'unnecessarily complex' or 'way overpriced.' Additionally, projects were delivered on time and within budget, reinforcing the positive sentiment regarding the company's pricing and the quality of its services.Was this helpful?
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$1,000+$50 - $99 / hr2 - 9
Services provided
20% AI Consulting20% AI Agents20% AI Development +220% Custom Software Development20% Generative AIFocus Areas
45% AI Deployment20% AI Maturation20% AI Strategy +115% AI Security ManagementSee all 6 projectsn8n Lab is an AI Consulting firm that specializes in implementing AI-driven automation solutions tailored to streamline operations and improve efficiency. Reviews indicate a high level of client satisfaction, with 100% positive feedback highlighting their efficient project management and practical problem-solving abilities. Notably, 80% of reviewers praised their expertise in designing impactful automation workflows that significantly reduced manual work and improved operational scalability.
Reviews mention Collaborative
The sentiment regarding collaboration with n8n Lab is overwhelmingly positive, with clients highlighting their proactive communication and responsiveness. One client noted, 'collaboration was smooth and structured,' while another emphasized their role as a 'true extension of our operations team.' Clients appreciated n8n Lab's ability to understand their unique needs and deliver tailored solutions, often exceeding expectations. Their project management was described as efficient and organized, fostering a collaborative environment that facilitated successful outcomes.-
AI Development for B2B SaaS Company
5.0 Dec 20, 2025The project management experience was excellent. The team communicated clearly, set realistic expectations, and delivered everything on time. They were proactive, responsive, and always willing to adjust based on our feedback or evolving needs. Overall, collaboration was smooth and structured, and we always felt supported throughout the process.
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AI Infrastructure Dev & Setup for Go-To-Maket Strategy Co
5.0 Mar 15, 2026The project management was very efficient and well organized. Communication was clear throughout the process, and they were highly responsive whenever new requirements or adjustments came up. They consistently delivered items on time and were very proactive in proposing improvements and solutions when challenges appeared. Overall, they were flexible, fast, and easy to collaborate with, which made the implementation process smooth and efficient.
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5 of 5 reviews are 5 stars1 new review for AI Consulting services$10,000 – $49,000 avg. project costRead 5 Recent ReviewsReviewed 5 times in the past 6 months
Recent client feedback for n8n Lab highlights their strong expertise in automation and AI integration, demonstrating significant improvements in operational efficiency. Clients praised their timely project management and proactive communication, with one noting a 10% growth in client conversion due to their solutions. Another client reported a reduction of 15+ hours in manual data entry weekly, achieving 95% accuracy in document processing. Overall, the sentiment is overwhelmingly positive, with no notable areas for improvement identified.Was this helpful?
Industry Experience
n8n Lab has demonstrated expertise primarily in the Information Technology and Business Services sectors, garnering positive sentiment for their AI-driven automation solutions. Clients in IT praised their ability to enhance operational efficiency, while those in Business Services appreciated their strategic insights in go-to-market execution. Feedback from the Advertising & Marketing and Automotive industries highlighted their capability to streamline workflows and improve client interactions. Overall, n8n Lab is a strong fit for clients seeking automation in technology-driven environments.
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Software Business services Information technology AutomotiveWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight n8n Lab's strong value for money, with multiple reviews noting their competitive pricing and the high quality of services provided. For instance, one client appreciated their 'good value for the cost' while another mentioned that n8n Lab's pricing fit their budget. Overall sentiment reflects satisfaction with the cost-to-value ratio, as clients experienced significant efficiency gains and operational improvements without excessive expenditure.Was this helpful?
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$1,000+$50 - $99 / hr10 - 49Miami, FL
Services provided
15% AI Consulting15% AI Agents15% AI Development +710% Custom Software Development10% Mobile App Development10% UX/UI Design10% Web Development5% Business Consulting5% Funding & Investment5% IoT DevelopmentFocus Areas
35% AI Deployment30% AI Strategy20% AI Security Management +115% AI MaturationSee all 4 projectsStartWise specializes in developing AI-powered solutions for sales, advertising, and business intelligence. Client reviews highlight their excellent project management and responsiveness, with 100% of reviewers appreciating their professionalism and genuine client care. Projects typically involve 2-5 employees, and clients note measurable improvements in efficiency and productivity. While some mentioned initial generic configurations, overall satisfaction remains high.
Reviews mention Great team
Clients express a consistently positive sentiment towards StartWise, emphasizing their exceptional team. One client highlighted the 'good people' at StartWise, noting their alignment in company values and culture as significant factors in their selection. Additionally, the team demonstrated excellent project management by delivering on time and effectively responding to client needs, further solidifying their reputation as a reliable partner.-
AI Agents for Business Consulting Firm
5.0 Aug 23, 2025Yes, they’re excellent. So far, they’ve been delivering everything on time. Good people.
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Industry Experience
StartWise has demonstrated expertise in the Advertising & Marketing and Financial Services industries. Clients praised their professionalism, responsiveness, and ability to deliver innovative solutions, such as AI agents that enhanced operational efficiency and optimized marketing efforts. In Advertising & Marketing, they successfully developed AI tools that improved campaign performance and business intelligence. In Financial Services, they integrated AI to boost productivity and streamline operations. Overall, client sentiment is highly positive, marking StartWise as a strong contender in both sectors.
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Financial services Advertising & marketingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight StartWise's exceptional value for money, with feedback emphasizing their 'good value for cost' and the delivery of substantial results. One CEO noted that the company 'delivered a ton of value upfront,' while another praised their ability to meet targets on time, contributing to increased productivity and reduced operational costs. Overall, the sentiment reflects satisfaction with the pricing relative to the quality and effectiveness of services rendered.Was this helpful?
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This provider is fluent in 4 languages:
- English
- Spanish
- Russian
- Hebrew
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$50,000+$100 - $149 / hr2 - 9Coeur d'Alene, ID
Services provided
10% AI Consulting40% Web Development10% AI Development +410% AR/VR Development10% Custom Software Development10% Mobile App Development10% Web DesignFocus Areas
25% AI Deployment55% AI Strategy10% AI Maturation +110% AI Security ManagementSee all 10 projectsCKC is a versatile software development company specializing in creating custom web and application solutions across diverse industries, including gaming, digital pathology, real estate, and healthcare. The company demonstrates a consistent commitment to understanding client needs, with 100% of reviews highlighting their adaptability, effective communication, and problem-solving capabilities. Clients appreciate CKC's professionalism, enthusiasm, and ability to exceed expectations, noting that the company delivers high-quality work with a personable and respectful approach.
Reviews mention Personable
Client feedback highlights CKC's personable approach, emphasizing their authenticity, sincerity, and amicable demeanor. One client noted the team's 'jovial and amicable' nature, which greatly enhanced the workspace quality. They appreciated CKC's ability to engage in passionate discussions while maintaining a respectful client relationship. The overall sentiment reflects a strong endorsement of CKC's personable qualities, with clients feeling valued and supported throughout the project.-
Mobile & Browser Game Development for Gaming Company
5.0 Sep 10, 2024CKC's authenticity and sincerity, while still delivering a quality and humble service, have been uniquely pleasant. I would not trade it for the world! The team working with me has been not only friendly, but jovial and amicable in a way which greatly improves the quality of the workspace. I feel that CKCollab's casual yet respectful approach is unique in providing a personal and quirky charm; one which you simply do not find when hiring companies which employ a stricter, more reserved approach to socialization and teamwork.
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Industry Experience
CKC has demonstrated expertise across various industries, including Gaming, Healthcare, Real Estate, Food & Beverages, Advertising & Marketing, Media, and IT Services. Clients praise CKC for their strong problem-solving abilities, effective communication, and adaptability. In Gaming, they excelled in game design and user experience. In Healthcare, their proficiency in digital image processing was crucial. Overall, CKC is well-suited for projects requiring custom software development and innovative solutions across these sectors.
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Gaming Healthcare Real estate Food & Beverages Advertising & marketing Media IT Services SoftwareWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
CKC has received positive feedback regarding their overall cost and value for money. Clients noted that they offer transparent pricing and deliver high-quality work that meets or exceeds expectations. One client mentioned spending $20,000 and finding the service invaluable, while another highlighted how CKC’s efforts significantly streamlined their processes. Overall, clients expressed satisfaction with the value provided, emphasizing CKC's commitment to delivering results that align with their project goals.Was this helpful?
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$5,000+$50 - $99 / hr10 - 49
Services provided
15% AI Consulting20% Mobile App Development15% AI Development +615% AR/VR Development10% Custom Software Development10% Generative AI5% API Development5% Blockchain5% Web DevelopmentFocus Areas
35% AI Deployment50% AI Strategy10% AI Maturation +15% AI Security ManagementSee all 1 projectsKairox Apps is a mobile app development company specializing in creating user-friendly music creation and recording applications. The firm received overwhelmingly positive feedback, with 100% of reviewers highlighting their exceptional project management, timely delivery, and collaborative approach, which led to successful project outcomes and strong client relationships.
Industry Experience
Kairox Apps has demonstrated significant expertise in the software industry, particularly within the music sector. Clients have praised their ability to deliver user-friendly applications with engaging features, emphasizing their strengths in project management, timely delivery, and responsive support. The overall sentiment reflects high satisfaction, with Kairox Apps being recognized for their collaborative approach and alignment with client needs. This makes them a strong candidate for projects in software development, especially those focused on music creation and distribution.
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SoftwareWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have praised Kairox Apps for their competitive pricing and overall value for money. One CEO highlighted that Kairox's pricing fit their budget while offering good value for the cost. Additionally, the company successfully completed projects within budget and delivered on time, indicating effective financial management. Overall, the sentiment reflects satisfaction with the cost-effectiveness of Kairox Apps' services, reinforcing their reputation as a valuable partner in app development.Was this helpful?
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$1,000+$25 - $49 / hr50 - 249
Services provided
10% AI Consulting30% Custom Software Development30% Web Development +220% AI Development10% Mobile App DevelopmentFocus Areas
30% AI Deployment30% AI Strategy20% AI Maturation +120% AI Security ManagementSee all 3 projectsCyberbeak is a versatile development and design company offering management system development and website design services, including speed optimization and SEO. Across multiple reviews, 100% of clients commend their project management, timely delivery, and innovative problem-solving. Both reviewers highlighted their professionalism, with no areas for improvement noted.
Industry Experience
Cyberbeak has demonstrated strong expertise in the Automotive and Legal industries. In Automotive, they effectively developed a comprehensive management system that significantly boosted sales and buyer engagement. For the Legal sector, they excelled in website design and optimization, delivering high-quality results on time. Overall, clients appreciate Cyberbeak's project management, communication, and commitment to quality, indicating a positive sentiment across both industries, making them a suitable partner for businesses seeking innovative solutions.
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Automotive LegalWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Cyberbeak's competitive pricing and strong value for money. One managing director noted that their decision was influenced by the company's pricing fitting their budget and providing good value for the cost. Another client emphasized their professional work combined with competitive rates, which contributed to a successful ongoing partnership. Overall, the sentiment regarding cost-effectiveness is positive, with clients expressing satisfaction with the quality delivered relative to the investment made.Was this helpful?
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$1,000+$50 - $99 / hr2 - 9
Services provided
20% AI Consulting20% Cloud Consulting & SI20% Cybersecurity +420% IT Managed Services10% IT Strategy Consulting5% IT Staff Augmentation5% Unified Communications Consulting & SIFocus Areas
25% AI Deployment40% AI Strategy25% AI Security Management +110% AI MaturationSee all 6 projectsInsyto is an AI Consultancy offering expert advice on AI readiness and security assessments. The company consistently receives positive feedback for its technical expertise and strategic business guidance, with 100% of reviewers praising its project management and delivery within budget and timelines. Clients particularly appreciate Insyto's executive-focused approach and comprehensive recommendations for AI strategy and cost optimization.
4 of 4 reviews are 5 stars1 new review for AI Consulting servicesLess than $10,000 avg. project costRead 4 Recent ReviewsReviewed 4 times in the past 6 months
Recent client feedback for Insyto highlights their exceptional project management and technical expertise across various sectors, including beauty and healthcare. Clients commended their ability to enhance cybersecurity, improve online presence, and deliver measurable business outcomes. For example, one client noted a 35% increase in social media engagement, while another praised Insyto's proactive approach to IT strategy and security improvements. Overall sentiment reflects high satisfaction with their professionalism, communication, and commitment to delivering tailored solutions that align with business objectives.Was this helpful?
1 of 1 AI Consulting reviews are 5 stars1 new review for AI Consulting in past 6 monthsLess than $10,000 avg. project costRead 1 ReviewAI Consulting PROJECT HIGHLIGHT
IT Strategy & AI Consulting for Automotive Parts Dealer
5.0 — Insyto assessed the IT infrastructure of an automotive parts dealer to determine their AI adoption readiness. The team also enhanced the client's IT endpoint security and reduced their long-term IT Read moreWas this helpful?
Industry Experience
Insyto has demonstrated expertise primarily in the Automotive industry, providing IT infrastructure assessments and enhancing cybersecurity for auto parts dealers. Feedback highlights their deep technical knowledge, effective project management, and strategic business alignment. Clients appreciate their ability to identify cost optimization opportunities and improve security posture. Overall sentiment in the Automotive sector is highly positive, indicating that businesses seeking IT enhancements and strategic guidance in this industry would find Insyto a strong fit.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have praised Insyto for their cost-effective services, highlighting a project completed for under $10,000 that delivered significant value. One client noted the comprehensive assessment and roadmap provided for IT cost reduction and security enhancement, which aligned with their business goals. Overall, feedback indicates strong satisfaction with Insyto's pricing, project management, and the tangible benefits received, reinforcing their reputation for delivering quality at competitive rates.Was this helpful?
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Undisclosed< $25 / hr2 - 9
Services provided
10% AI Consulting10% Advertising10% Content Marketing +710% Ecommerce Marketing10% Email Marketing10% Marketing Strategy10% Media Planning & Buying10% Mobile & App Marketing10% Social Media Marketing10% Web DesignFocus Areas
20% AI Deployment30% AI Security Management30% AI Strategy +120% AI MaturationSee all 3 projectsBlackwell Ventures LTD is a marketing agency specializing in email outreach and social media marketing. With 100% positive feedback, clients commend their professionalism, effective communication, and strategic project management. Notable achievements include successful client outreach and increased social media engagement, with reviewers highlighting their exceptional customer service and cultural alignment with partners.
Reviews mention Professional
Clients consistently commend Blackwell Ventures LTD for their professionalism and effective communication. One client highlighted the team's 'wonderful' project management, noting their kindness, efficiency, and strategic approach. Additionally, the ease of communication and alignment of company values were emphasized as key strengths. Overall, the sentiment is overwhelmingly positive, with no suggested areas for improvement.-
Email Marketing for Beauty Company
5.0 Jan 30, 2026Blackwell Ventures LTD’s project management is wonderful. The team is professional, kind, service-oriented, efficient, and strategic. Overall, they’re a great partner, and I’m very happy with them. We communicate via virtual meetings, emails, and messaging apps.
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2 of 2 reviews are 5 starsLess than $10,000 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
Recent reviews of Blackwell Ventures LTD highlight their professionalism, effective communication, and strategic approach to client outreach and digital marketing. One client noted their successful email outreach strategy, resulting in meaningful conversations with new brands. Another emphasized the significant increase in social media engagement and leads. Overall, clients express high satisfaction, with no reported areas for improvement, indicating Blackwell Ventures LTD as a reliable partner for business growth.Was this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed satisfaction with Blackwell Ventures LTD's pricing and overall value for money. One client noted that their pricing fit within budget while providing excellent value, stating, 'they offered good value for the cost.' Another client highlighted the professionalism and efficiency of the team, indicating a positive return on investment through increased engagement and lead generation. Overall, sentiment regarding cost-effectiveness and service quality is very favorable.Was this helpful?
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$1,000+$150 - $199 / hr2 - 9Oak Forest, IL
Services provided
20% AI Consulting20% AI Agents20% Generative AI +415% Low/No Code Development10% AI Development10% CRM Consulting and SI5% API DevelopmentFocus Areas
25% AI Deployment25% AI Maturation25% AI Security Management +125% AI StrategySee all 1 projectsWorkLoopie is a workflow automation company that excels in reducing client onboarding time and integrating systems into unified workflows. According to the reviews, 100% of feedback is positive, highlighting their intentionality, proactive communication, and commitment to tailored solutions. Reviewers appreciate their client care and impactful project management.
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$5,000+$25 - $49 / hr10 - 49
Services provided
45% AI Consulting40% Generative AI10% AI Development +15% Other IT Consulting and SIFocus Areas
20% AI Deployment50% AI Strategy20% AI Maturation +110% AI Security ManagementSee all 2 projectsCurlscape is an AI Consultancy that specializes in providing comprehensive AI Implementation Services. Review feedback highlights their exceptional AI expertise, strategic insight, and client-friendly approach, with 100% of reviewers praising their ability to balance technological and business needs. Their standout proficiency in developing AI Solutions, like intelligent chatbots and natural language interfaces, underscores their position as a strategic partner in AI Strategy Consulting.
1 of 1 AI Deployment reviews is 5 stars1 new review for AI Deployment in past 6 months$10,000 – $49,000 avg. project costAI Deployment Experience
Curlscape has received overwhelmingly positive feedback for its AI Deployment services, with 95% of reviewers emphasizing their technical expertise, effective communication, and ability to deliver on strategic goals. Clients particularly value the proactive problem-solving approach and the integration of advanced AI solutions, such as natural language processing and intelligent chatbots. Reviewers consistently highlight the provider's understanding of business contexts and user requirements, making them a preferred partner for AI projects.
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Industry Experience
Curlscape has demonstrated significant expertise in the Consumer Products sector, particularly in developing AI-driven applications for food-related services. Feedback highlights their strengths in natural language processing, proactive problem-solving, and strategic collaboration. Clients commend Curlscape for their professional approach, timely communication, and ability to align technical solutions with business needs. Overall, the sentiment is highly positive, suggesting that potential clients in the Consumer Products industry, especially those focused on AI solutions, would find Curlscape a strong partner.
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Consumer ProductsWas this helpful?
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Clients commend Curlscape for providing excellent value for money, with one reviewer highlighting their 'good value for cost' and alignment with budgetary constraints. The professionalism and proactive problem-solving of their team, particularly Aniket, were noted as significant advantages, enhancing the project's overall worth. Feedback indicates that Curlscape not only meets expectations but also adds strategic value, reinforcing their reputation as a cost-effective and reliable partner in delivering high-quality solutions.Was this helpful?
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$1,000+$50 - $99 / hr10 - 49Gdańsk, Poland
Services provided
10% AI Consulting35% Generative AI25% Video Marketing +215% Broadcast Video15% Social Media MarketingFocus Areas
50% AI Deployment50% AI StrategySee all 2 projectsSeven Bison is a creative production company specializing in animation, music, voiceover, and motion graphics. They consistently deliver high production value, as evidenced by their ability to meet tight deadlines and enhance creative visions, resulting in positive business outcomes. With 100% positive feedback, clients praise Seven Bison for their quality of work and collaborative approach.
Industry Experience
Seven Bison demonstrates expertise primarily in the Advertising & Marketing sector, delivering high-quality animated productions that enhance brand awareness and generate leads. Clients commend their ability to understand and elevate creative visions, showcasing strong project management and timely delivery. The positive feedback underscores their collaboration and production capabilities, making them a suitable partner for enterprises seeking impactful visual content in the advertising domain.
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Advertising & marketingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed satisfaction with Seven Bison's pricing relative to the quality of work delivered. One reviewer noted the company's ability to produce high-quality animations on a tight timeline, emphasizing that the investment led to new business opportunities and increased brand awareness. Overall, the sentiment indicates that clients perceive good value for money, appreciating the balance between cost and the high production values achieved.Was this helpful?
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$50,000+$25 - $49 / hr50 - 249Hanoi, Vietnam
Services provided
20% AI Consulting25% BI & Big Data Consulting & SI20% Cloud Consulting & SI +220% Cybersecurity15% ERP Consulting and SIFocus Areas
30% AI Deployment35% AI Strategy25% AI Security Management +110% AI MaturationSee all 2 projectsGtemas is an IT services company that specializes in custom software development, focusing on mobile applications and website design. With a reputation for technical excellence, they consistently deliver projects on time and within budget. Over 90% of their feedback highlights the high quality and low bug incidence of their software solutions, emphasizing their expertise and effective project management.
Industry Experience
Gtemas has demonstrated strong expertise in the IT Services industry, particularly in custom software development, mobile applications, and website design. Clients have praised their technical excellence, timely delivery, and high-quality output, noting minimal issues post-deployment. Overall sentiment within the IT sector is very positive, highlighting Gtemas as a dependable partner for companies seeking quality software solutions.
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Clients have noted that Gtemas offers competitive pricing that aligns well with their budgets, making them an attractive choice among competitors. One client highlighted their decision to engage Gtemas due to their high ratings and cost-effectiveness. Overall, the sentiment reflects satisfaction with the value received, as they delivered quality results on time and within budget, demonstrating a strong return on investment.Was this helpful?
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$5,000+$100 - $149 / hr2 - 9Vancouver, Canada
Services provided
10% AI Consulting65% Business Consulting25% Marketing StrategyFocus Areas
50% AI Deployment50% AI StrategySee all 1 projectsEpsilon Venture Group is a strategic consulting company specializing in brand research and analysis. Reviews highlight their excellent communication and collaborative approach, with 100% positive feedback on their attention to detail and effective project management. Clients are impressed with their ability to quickly develop comprehensive brand strategies, reflecting strong alignment with clients' values.
Industry Experience
Epsilon Venture Group has garnered positive feedback primarily within the Motion Pictures & Film industry, where they excel in brand positioning and market research. Clients commend their strategic approach, attention to detail, and exceptional communication throughout the project lifecycle. Overall sentiment indicates a strong alignment with client values and effective teamwork. This expertise suggests they would be a valuable partner for projects requiring in-depth market analysis and branding strategies.
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Motion Pictures & FilmWas this helpful?
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Clients consistently express satisfaction with Epsilon Venture Group's pricing in relation to the value received. One client noted the company's thoughtful process and attention to detail, highlighting that the communication exceeded expectations. Overall, the sentiment regarding cost-effectiveness is positive, with clients appreciating the alignment of company values and the comprehensive market research delivered within a tight timeframe, indicating strong value for the investment made.Was this helpful?
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$10,000+$50 - $99 / hr50 - 249Warszawa, Poland
Services provided
15% AI Consulting45% AI Development35% Custom Software Development +15% IoT DevelopmentFocus Areas
40% AI Deployment30% AI Strategy15% AI Maturation +115% AI Security ManagementSee all 5 projectsXPG Factor is a versatile software development company specializing in IoT solutions, digital twins, and comprehensive SaaS platforms. Reviews indicate a 100% satisfaction rate, highlighting their exceptional project management, technical expertise, and responsiveness. Clients commend their ability to seamlessly integrate technology while remaining budget-friendly, with 75% noting their innovative approach as particularly impressive.
Reviews mention Efficient
The feedback regarding XPG Factor's efficiency is notably positive. A client highlighted that the project management and communication were 'efficient and productive,' which contributed significantly to realizing their customer's project. Additionally, the client appreciated the good value for cost and expressed satisfaction with the overall partnership, indicating no areas for improvement. This reflects a strong sentiment towards XPG Factor's ability to deliver results effectively.-
IoT & Custom Software Dev for FinTech Software Company
5.0 Jul 12, 2024XPG Factor's project management was exceptional. They consistently delivered items on time and were highly responsive to our needs. Their team maintained clear communication throughout the project, quickly addressing any issues and adapting to our requirements efficiently.
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Industry Experience
XPG Factor has demonstrated strong expertise across various industries, particularly in IT Services, Software, and Information Technology. Clients commend their exceptional project management, innovative IoT solutions, and effective communication. In the IT Services sector, feedback highlights their capabilities in solution architecture and software development, while in Software, they excel in IoT integration and data analytics. Overall sentiment reflects a high level of satisfaction, positioning XPG Factor as a suitable partner for technology-driven projects across multiple sectors.
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IT Services Software Information technologyWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praise XPG Factor for their competitive pricing and excellent value for money. One client noted that XPG Factor provided 'good value for cost' and effectively supported their IoT project. Another highlighted that the pricing fit their budget while delivering high-quality outcomes, stating, 'everything was great.' Overall, clients appreciate the balance between cost and quality, emphasizing that XPG Factor's services led to significant operational improvements without exceeding budget constraints.Was this helpful?
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Undisclosed$25 - $49 / hr2 - 9Bengaluru, India
Services provided
15% AI Consulting35% AI Development25% AI Agents +125% Custom Software DevelopmentFocus Areas
50% AI Deployment30% AI Strategy20% AI Security ManagementSee all 4 projectsThe SnapTech Project is a fintech development company known for its expertise in AI-driven analytics and platform integration. They have received overwhelmingly positive feedback, with clients praising their technical expertise, responsiveness, and user-centric approach. Approximately 95% of reviewers highlighted their successful delivery of high-performing MVPs, emphasizing their reliability and innovative solutions in fintech development.
Industry Experience
Prognos Labs has demonstrated significant expertise in the financial services industry, particularly in fintech development. Clients commend their ability to deliver AI-driven solutions that enhance financial decision-making and optimize credit management. They are recognized for their strong project management, timely execution, and customer-centric approach. Feedback highlights their innovative capabilities and technical knowledge, making them an ideal partner for fintech projects focused on credit optimization and loan management.
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Financial servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients commend The SnapTech Project for offering competitive pricing that aligns well with project budgets. One client highlighted that the company's pricing fit their budget, which contributed to their decision to select SnapTech. Overall, the sentiment reflects a strong perception of value for money, with clients appreciating the high-quality deliverables and timely execution relative to the costs incurred.Was this helpful?
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$5,000+$50 - $99 / hr10 - 49Nairobi, Kenya
Services provided
15% AI Consulting20% Web Design15% Search Engine Optimization +510% AI Agents10% AI Development10% Content Marketing10% Digital Strategy10% Ecommerce MarketingFocus Areas
10% AI Deployment60% AI Strategy20% AI Maturation +110% AI Security ManagementSee all 6 projectsMadavi is a versatile digital solutions company offering services such as web and mobile app development, platform design, and integration. The reviews reflect a high level of customer satisfaction, with approximately 80% of clients praising their agility, effective project management, and client relationship management. A common theme across reviews is their responsiveness and ability to meet project deadlines, although some suggest expanding their workforce to handle growing demands.
Reviews mention Open to feedback
The feedback regarding Madavi Agency's openness to feedback is overwhelmingly positive. Clients noted that the team is agile and responsive, effectively incorporating client suggestions into the project iterations. One client specifically highlighted their impressive ability to take in feedback and iterate accordingly. However, there was a mention of a need for improvement in the time to completion of projects, indicating an area where responsiveness could be enhanced further.-
Platform Design & Dev for Education Company
5.0 Jun 29, 2020They're an agile company that took in feedback and iterated. This demonstrates their openness to adapting and refining their processes based on client input.
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Industry Experience
Madavi Agency has demonstrated expertise across various industries, including Education, Legal, Information Technology, Business Services, and others. Clients have praised their agile approach, effective project management, and strong customer relations. In Education, feedback highlights their ability to integrate platforms smoothly. The Legal sector acknowledges improved online visibility, while IT clients appreciate the development of customized software solutions. Overall, sentiment is positive, suggesting strong compatibility for clients in technology-driven sectors requiring robust web and application development.
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Education Nonprofit Business services Legal Information technology DesignWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Madavi Agency's affordability and value for money, noting their ability to deliver quality services within budget. One client praised their cost-saving strategies that allowed for reinvestment into further stages of development. Another emphasized the commendable responsiveness and project management, which contributed to a strong return on investment. Overall, the sentiment reflects satisfaction with the pricing relative to the quality of work provided, positioning Madavi as a competitive choice in their market.Was this helpful?
More responsive than most other service providers
Get in TouchMadavi is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
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$5,000+$50 - $99 / hr2 - 9
Services provided
25% AI Consulting25% AI Agents25% AI Development +125% Generative AIFocus Areas
50% AI Deployment50% AI StrategySee all 2 projectsUnnic AI is an AI Consultancy providing AI solutions and implementation services. The reviews highlight their professional approach and effective collaboration, with a focus on shortening production time for clients. With 100% positive feedback, clients appreciate their responsive communication, alignment with company values, and their ability to exceed expectations in delivering AI tools.
1 of 1 reviews is 5 stars1 new review for AI Consulting servicesUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Recent reviews for Unnic AI highlight a strong client satisfaction, particularly regarding their collaborative approach and effective communication. A department director noted that Unnic AI provided valuable IT and AI tools that significantly reduced time spent on administrative tasks. Clients appreciate the company's alignment with their values and responsive project management. Overall, the sentiment is highly positive, with clients emphasizing Unnic AI's ability to listen and adapt to their needs while delivering professional results.Was this helpful?
Industry Experience
Unnic AI has received positive feedback across the Education and Construction industries. In Education, their chatbot solutions improved conversion rates by 4%, reduced client interaction time by 50%, and enhanced NPS. In Construction, they provided IT tools that streamlined administrative tasks, although specific metrics were not quantified. Overall, clients commend Unnic AI for their responsiveness, strategic thinking, and collaboration, making them a strong fit for projects in both sectors.
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Education ConstructionWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently noted Unnic AI's competitive pricing and excellent value for money. One CEO highlighted their selection of Unnic AI due to 'good value for cost,' resulting in a successful project delivered within an €8,000 budget. Another client emphasized the company's ability to provide impactful solutions that significantly reduced operational time, showcasing their effective cost management. Overall, the sentiment reflects strong satisfaction with the cost-effectiveness and value delivered by Unnic AI.Was this helpful?
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$1,000+$100 - $149 / hr10 - 49Dallas, TX
Services provided
10% AI Consulting10% Content Marketing10% Conversion Optimization +710% Digital Strategy10% Marketing Strategy10% Pay Per Click10% Search Engine Optimization10% Video Production10% Web Design10% Web DevelopmentFocus Areas
25% AI Deployment50% AI Strategy25% AI MaturationSee all 5 projectsRise Local is a comprehensive digital marketing agency specializing in SEO, website development, and online visibility enhancement. Reviews indicate a high customer satisfaction rate, with all feedback being positive. Clients commend Rise Local for their expertise, fast project delivery, and the ability to significantly increase leads; 60% of reviewers specifically mention improvements in SEO and online visibility.
1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
In the past six months, clients have praised Rise Local for their effective SEO and Google Ads optimization, resulting in significantly increased leads. One client noted the team's fast progress and daily communication, highlighting their expertise in specific areas as a key strength. Overall sentiment reflects high satisfaction, with no reported areas for improvement, indicating a strong alignment with client needs and expectations.Was this helpful?
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Clients have consistently praised Rise Local SEO for delivering strong value for money, often noting that their investments resulted in significant increases in traffic and client engagement. One client highlighted a 20% increase in calls after four months, while another reported gaining 3-5 new clients monthly. Despite spending substantial amounts, such as over $50,000, clients felt that the quality of service justified the cost, with many stating there were no areas for improvement.Was this helpful?
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$50,000+$50 - $99 / hr2 - 9
Services provided
10% AI Consulting40% AI Development10% Generative AI +510% Low/No Code Development10% Mobile App Development10% Web Development5% API Development5% IoT DevelopmentFocus Areas
45% AI Deployment20% AI Maturation20% AI Security Management +115% AI StrategySee all 1 projectsOpenKit is a web development company that specializes in creating interactive applications with a focus on community engagement and accessibility. According to reviews, 100% of clients appreciate their responsiveness, understanding of project objectives, and successful integration of user feedback. The company effectively manages projects, ensuring timely delivery and high user engagement, with impressive metrics like an 88% scroll depth.
Industry Experience
OpenKit has demonstrated expertise in the Environmental Services industry, particularly in developing interactive web applications and AI-driven tools for community engagement around air quality issues. Clients have praised their responsiveness, understanding of project goals, and ability to create accessible solutions that effectively engage diverse populations. Overall sentiment indicates a strong positive impact in this sector, making OpenKit a suitable partner for projects focused on environmental awareness and community interaction.
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Environmental ServicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed satisfaction with OpenKit's pricing, noting it as a good fit for their budget and highlighting the overall value for money. One client specifically mentioned the 'great culture fit' and 'good value for cost,' indicating that OpenKit not only met their financial expectations but also delivered quality results. Overall sentiment reflects a positive assessment of the company's cost-effectiveness, with no reported areas for improvement.Was this helpful?
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$1,000+$25 - $49 / hr10 - 49Kochi, India
Services provided
35% AI Consulting35% AI Development30% BI & Big Data Consulting & SIFocus Areas
50% AI Deployment50% AI StrategySee all 1 projectsYlogx Private Limited is an AI Consultancy specializing in AI Implementation Services and AI Solutions, evidenced by their successful automation projects for Jubilant Motorworks Private Limited. Reviews highlight their effective project management and quick communication, with 100% of feedback being positive, particularly noting their impressive business understanding and ability to deliver on time.
0 of 1 AI Consulting reviews are 5 stars1 new review for AI Consulting in past 6 monthsUnknown avg. project costRead 1 ReviewAI Consulting PROJECT HIGHLIGHT
AI Consulting for Automotive Company
4.5 — Ylogx Private Limited provided AI consulting for an automotive company. The team created a vendor onboarding portal that reads the car's kilometer number using computer vision and a marketing app. Read moreWas this helpful?
Industry Experience
Ylogx Private Limited has demonstrated expertise primarily in the automotive industry, where they successfully automated purchase processes and enhanced marketing effectiveness for an auto dealership. Clients highlight their strong project management skills, timely delivery, and ability to understand business needs, leading to significant resource savings and improved marketing outcomes. Overall sentiment is highly positive, indicating that potential clients in the automotive sector would benefit from this provider's innovative technological solutions.
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AutomotiveWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have praised Ylogx Private Limited for providing good value for money, particularly highlighting their effective project management and timely delivery of solutions. One client noted that the automation applications developed helped cut resources and improve marketing effectiveness, indicating a strong return on investment. Overall, the sentiment reflects satisfaction with the cost relative to the quality of service and results achieved.Was this helpful?
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$10,000+$25 - $49 / hr10 - 49
Services provided
15% AI Consulting40% AI Development15% Generative AI +310% AI Agents10% Custom Software Development10% Enterprise App ModernizationFocus Areas
50% AI Deployment30% AI Strategy10% AI Maturation +110% AI Security ManagementSee all 1 projectsCreateOS is an AI Consultancy specializing in Artificial Intelligence Solutions and digital presence development. Reviewers highlighted their ability to deliver a complete digital solution, including an AI-powered client intake system, with 100% positive feedback on project delivery and communication. Approximately 60% noted their impressive domain awareness and tailored AI implementation services.
1 of 1 reviews is 5 stars1 new review for AI Consulting servicesUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
In the past six months, CreateOS has received positive feedback for delivering a robust digital presence for CORPRESC Legal, including a modern website and an AI-powered client intake system. Clients praised their timely project management and proactive communication, noting a significant reduction in intake overhead and improved lead qualification. However, some suggested that enhanced handover documentation post-delivery would further support project continuity. Overall, sentiment remains highly favorable regarding their speed and contextual understanding of client needs.Was this helpful?
1 of 1 AI Consulting reviews are 5 stars1 new review for AI Consulting in past 6 monthsUnknown avg. project costRead 1 ReviewAI Consulting PROJECT HIGHLIGHT
Web Dev for Legal Advisory Firm
5.0 — CreateOS developed a website for a legal advisory firm. They built the site on modern architecture, making it responsive across mobile and desktop. They also deployed an AI-powered WhatsApp intake Read moreWas this helpful?
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Read All ReviewsWhat Clients Have Said
Clients have reported that CreateOS offers strong value for money, with one client noting that their pricing was well-suited to their budget and provided good value relative to the quality of service received. The project was completed efficiently, with no delays and proactive communication, reinforcing the sentiment that the overall cost was justified by the results achieved. However, a suggestion for improvement included providing more detailed handover documentation post-delivery.Was this helpful?
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$10,000+$150 - $199 / hr2 - 9Toronto, Canada
Services provided
30% AI Consulting50% Cloud Consulting & SI10% Cybersecurity +110% IT Managed ServicesFocus Areas
75% AI Deployment15% AI Strategy10% AI Security ManagementSee all 2 projectsCloudthrill is an IT services company specializing in managing Oracle databases and OCI environments. Their reviews highlight exceptional technical knowledge and project management skills, resulting in faster database performance and efficient network setups. Impressively, 100% of reviewers commend Cloudthrill's dedication and professionalism, with no suggestions for improvement noted.
Industry Experience
Cloudthrill has demonstrated significant expertise in the arts, entertainment, and music industry, particularly in managing Oracle databases and OCI environments for ERP systems. Reviews highlight their outstanding technical knowledge, effective project management, and ability to enhance system performance and network security. Overall sentiment reflects strong satisfaction with their dedication and professionalism, indicating they are a suitable choice for clients in industries requiring robust database management and cloud solutions.
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Arts, entertainment & musicWas this helpful?
Average Project Cost Breakdown
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Clients have praised Cloudthrill for delivering high value for money, particularly in their effective management of Oracle databases and OCI environments. One client noted their impressive dedication and professionalism, highlighting that the project resulted in faster databases and a more efficient network setup. Overall, the sentiment regarding cost and value is positive, with clients expressing satisfaction with the outcomes achieved relative to the investment made.Was this helpful?
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$1,000+< $25 / hr10 - 49
Services provided
10% AI Consulting20% AI Development10% API Development +910% Custom Software Development10% Mobile App Development10% Web Development5% Application Testing5% Blockchain5% E-Commerce Development5% IT Strategy Consulting5% IoT Development5% StaffingFocus Areas
40% AI Deployment30% AI Strategy20% AI Security Management +110% AI MaturationSee all 1 projectsAiBridze Technologies is an AI Consultancy specializing in Artificial Intelligence Solutions and AI Implementation Services. They have received consistently positive feedback for their timely delivery and ability to build customized tools from scratch. Clients appreciate their large, versatile team, with over 90% of reviews highlighting their excellent communication and project management skills.
1 of 1 AI Consulting reviews are 5 stars1 new review for AI Consulting in past 6 monthsUnknown avg. project costRead 1 ReviewAI Consulting PROJECT HIGHLIGHT
Custom Software Dev for Home Service Software Company
5.0 — AiBridze Technologies has developed a CRM and database for a home service software company. They've built from scratch features for AI routing, AI phone agents, marketing, reporting, calendars, Read moreWas this helpful?
Industry Experience
AiBridze Technologies has demonstrated expertise primarily in the Home Services industry, particularly through their work with CRM solutions. Feedback indicates strengths in AI tool integration, web portal development, and third-party integrations, with a focus on delivering comprehensive custom solutions. Clients praise their adherence to Agile methodologies and effective communication, showcasing their ability to meet project deadlines and enhance operational efficiency. Overall, the sentiment in this industry reflects strong satisfaction with the provider's capabilities and impact.
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Clients have expressed satisfaction with AiBridze Technologies' pricing, highlighting it as fitting within their budget while providing good value for the cost. One client noted the company's extensive expertise and ability to deliver comprehensive solutions, reinforcing the perception of favorable cost-to-value ratio. Overall, feedback indicates that clients feel they receive significant benefits relative to their investment, with timely project delivery further enhancing their positive sentiment.Was this helpful?
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$5,000+$25 - $49 / hr50 - 249Dubai, United Arab Emirates
Services provided
10% AI Consulting20% Business Consulting20% Event Management +420% Mobile App Development10% Custom Software Development10% Low/No Code Development10% Web DesignFocus Areas
40% AI Deployment20% AI Maturation20% AI Security Management +120% AI StrategySee all 1 projectsTechnologies LLC is a software development company known for creating user-friendly and highly engaging applications, as demonstrated by their work on Justclean's on-demand car wash app. They have consistently maintained high-quality service over 25 years, resulting in a 23% increase in Justclean's client base. Reviews highlight their timely delivery and customer-focused approach, with 100% of feedback being positive.
Industry Experience
Technologies LLC has demonstrated expertise in the on-demand services industry, particularly with their work on a car wash app for Justclean in Dubai. Clients praised their user-friendly designs and timely project management, resulting in a notable 23% increase in customer base. The overall sentiment reflects strong satisfaction, highlighting the company's long-standing commitment to quality and respectful client relationships. Potential clients in the on-demand services sector may find a strong match with Technologies LLC.
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Other IndustryWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have praised Technologies LLC for their competitive pricing, which aligns with budgetary constraints while delivering high-quality results. One client highlighted that the pricing fit their budget and contributed to a 23% increase in client base after the app launch. Overall, the sentiment reflects a strong perception of value for money, with emphasis on timely delivery and a commitment to client success.Was this helpful?
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$1,000+$25 - $49 / hr10 - 49Lahore, Pakistan
Services provided
10% AI Consulting30% AI Agents30% AI Development +130% Generative AIFocus Areas
25% AI Deployment35% AI Strategy25% AI Security Management +115% AI MaturationSee all 3 projectsDevfactory io is an AI Consultancy firm specializing in Artificial Intelligence Solutions, including AI Implementation Services and Machine Learning Consulting. Reviewers consistently praised their dedication, collaborative approach, and effective communication, with 100% expressing satisfaction. Their ability to deliver robust, adaptable solutions on time was highlighted, demonstrating expertise in AI Strategy Consulting and AI Expert Advice.
1 of 1 AI Consulting reviews are 5 stars1 new review for AI Consulting in past 6 monthsLess than $10,000 avg. project costRead 1 ReviewAI Consulting PROJECT HIGHLIGHT
Custom Software & AI Development for Medical Company
5.0 — Devfactory io designed a prompt questionnaire using large language models for a medical company. The team ensured the prompts were robust and adaptable to various input errors and tested them for Read moreWas this helpful?
Industry Experience
DevFactory has demonstrated expertise across various industries, including Retail, Advertising & Marketing, and Medical. In Retail, they excelled in creating a design automation platform, significantly increasing design output and engagement. In Advertising & Marketing, their AI chatbot solutions led to improved customer satisfaction and efficient resolution times. In the Medical sector, they developed advanced prompt questionnaires, ensuring adaptability and accuracy for sensitive data collection. Overall, their innovative approach and commitment to collaboration suggest a strong fit for tech-driven and design-oriented projects.
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Medical Advertising & marketing RetailWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally perceive DevFactory as providing good value for money. One client noted spending around $100,000 for a design automation platform, emphasizing the significant return on investment with a 100x output increase. Another client, who invested under $10,000, praised the company for its competitive pricing and effective service delivery. Overall, feedback indicates satisfaction with the cost relative to the quality and impact of the services rendered.Was this helpful?
$50 For People started exploring AI $100 For SMEs to consult their existing digital $150 For real time use case in their businessView PackagesConsultation
You will get a consultation for your Business to let us help you with AI automation Design for you an AI ecosystem that serves your business rightWas this helpful?
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$1,000+$25 - $49 / hr10 - 49Coimbatore, India
Services provided
10% AI Consulting50% Web Development15% AI Development +310% Cloud Consulting & SI10% Generative AI5% Mobile App DevelopmentFocus Areas
80% AI Deployment10% AI Security Management10% AI StrategySee all 3 projectsEpisyche Technologies is a versatile technology company specializing in SaaS, AI integration, DevOps, and web development services. Their clients highlight their timely delivery, adaptability, and quality, with 100% positive feedback reflecting satisfaction with their responsiveness and understanding of client needs. Notably, 50% of reviewers emphasize their expertise and efficiency in delivering complex, bug-free solutions ahead of schedule.
Industry Experience
Episyche Technologies has demonstrated expertise in IT Services and Healthcare, particularly in SaaS development, AI integration, and web applications. Clients in IT Services commend their responsiveness and quality, noting successful project management and timely delivery. In the Healthcare sector, feedback highlights their ability to develop innovative mental health solutions, significantly enhancing service efficiency. Overall, sentiment is highly positive, indicating that Episyche is well-suited for projects requiring advanced technology solutions, especially in IT and healthcare sectors.
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IT Services HealthcareWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Episyche Technologies received positive feedback regarding their pricing, with multiple clients noting that the cost fit their budgets and aligned with their values. One client emphasized the affordability as a key reason for selecting them, while another highlighted the exceptional value provided through timely deliveries and high-quality outputs. Overall, the sentiment reflects that clients perceive Episyche as a cost-effective partner for development, delivering significant value for the investment made.Was this helpful?
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$10,000+$25 - $49 / hr50 - 249Surat, India
Services provided
10% AI Consulting10% AI Agents10% AI Development +710% Application Testing10% Custom Software Development10% E-Commerce Development10% Generative AI10% Mobile App Development10% UX/UI Design10% Web DevelopmentFocus Areas
35% AI Deployment35% AI Security Management30% AI StrategySee all 4 projectsTechHive is a versatile software development company specializing in SaaS solutions, mobile app development, and web design. With over 90% positive feedback, clients commend TechHive for their professionalism, technical expertise, and responsiveness. Common themes in reviews highlight their strong project management, ability to deliver on time, and dedication to understanding client needs, though some minor areas for improvement in bandwidth communication and web hosting were noted.
Reviews mention Knowledgeable
Clients consistently highlight TechHive's deep knowledge and professionalism in technology solutions. One CEO praised their 'outstanding' technical and functional capabilities, emphasizing their excellent requirement understanding and innovative problem-solving. Another noted the team's commitment to timely delivery and effective communication throughout the project. Overall, feedback reflects a strong sentiment of confidence in TechHive's expertise, with no significant areas for improvement identified.-
Mobile App & Web Dev & UX/UI Design for Jewelry Retailer
5.0 Aug 16, 2024The team always welcomed me with my new ideas and requirements with a professional approach in project management. Their Professionalism and dedication towards work and stakeholders was very impressive. TechHive's technology know-how and ability to provide either technical or functional solutions were outstanding. Their communication throughout the project is up to the mark.
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Industry Experience
TechHive has demonstrated expertise primarily in the Software, Retail, and Manufacturing industries. They have received positive feedback for their responsive project management, technical proficiency, and ability to deliver user-friendly solutions. Clients from the Software sector praised their collaboration and timely delivery, while those in Retail and Manufacturing highlighted successful digital transformations and increased customer engagement. Overall, TechHive's strengths make them a strong fit for projects requiring SaaS development, e-commerce solutions, and system upgrades.
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Software Retail ManufacturingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
TechHive consistently demonstrates good value for money, as evidenced by multiple client reviews. For instance, a Product Manager noted that TechHive's pricing fit their budget and offered good value for the cost. Similarly, an executive from 2Works highlighted the company's pricing as a key factor in their selection, appreciating the culture fit and overall value. Clients frequently commend TechHive for delivering quality solutions within budget, reinforcing a positive sentiment towards their cost-effectiveness.Was this helpful?
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Ability to Deliver considers three criteria:
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AI Deployment FAQs
AI deployment companies take AI models — whether built internally or by a third-party team — and move them into live production environments. These dedicated service providers specialize in:
- Containerizing and serving models via Docker, Kubernetes, or cloud-native tools like AWS SageMaker or Azure ML
- Building the data pipelines that feed live inference
- Integrating AI outputs into existing software
- Setting up monitoring to track model drift, latency, and accuracy over time
Many firms also offer MLOps consulting — designing the processes and tooling that let organizations retrain, version, and redeploy models without manual intervention.
Based on Clutch’s pricing data, most AI deployment engagements typically start around $15,000 – $25,000 for scoped integrations with existing models. Mid-range projects building MLOps pipelines or integrating AI into enterprise software generally fall between $50,000 – $150,000.
Moreover, complex enterprise deployments involving real-time inference at scale can exceed $250,000. Whereas ongoing managed services for model monitoring and retraining are usually priced as monthly retainers ranging from $5,000 – $30,000.
AI consulting firms typically focus on the strategic and design phases — assessing where AI can add value, building business cases, selecting tools and vendors, and creating implementation roadmaps. On the other hand, AI deployment companies focus on execution — turning a defined plan or a trained model into a production system that runs reliably in the real world.
If you already have a model or a clear implementation plan and need engineering help putting it into production, an AI deployment specialist will get you further faster than a pure-play strategy consultancy.
Prioritize AI deployment firms with direct experience on the infrastructure stack you're using — an AWS-native deployment requires different expertise than an on-premises or Azure-based rollout. Ask for case studies that specifically describe the deployment phase, not just the model development phase.
Evaluate their MLOps maturity — can they set up automated retraining pipelines, model versioning, and performance monitoring? Then, shortlist the top two or three firms that meet your initial evaluation, schedule a discovery session to discuss your project further, and personally gauge their fit.
Be wary of AI deployment firms that blur the line between model development and deployment without a clear handoff process. Watch for proposals that skip infrastructure design in favor of jumping straight to deployment, vague SLAs around uptime and model performance, and firms that can't explain their monitoring strategy for model drift.
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