Top Artificial Intelligence Companies
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List of the Best Artificial Intelligence Companies
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What are Featured Providers?
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FLServices provided
10% AI Development10% CRM Consulting and SI10% Cloud Consulting & SI +7 services10% Custom Software Development10% E-Commerce Development10% ECM Consulting and SI10% ERP Consulting and SI10% Enterprise App Modernization10% Mobile App Development10% Unified Communications Consulting & SISee all 82 projectsSimform is a technology services company specializing in mobile app development, web development, and custom software solutions. According to reviews, 100% of clients praise their expert technical knowledge, timely project delivery, and exceptional communication skills. Clients consistently report satisfaction with their professional approach and ability to adapt, often highlighting Simform's effective project management and collaborative problem-solving abilities.
Reviews mention Personable
Clients have praised the company's personable approach, highlighting their ease of communication and reliability. One client noted, 'It felt as if we had known their team for years because of how personable they were.' The project management was described as straightforward and transparent, with regular updates and a dedicated point of contact. Overall, the sentiment reflects a strong appreciation for the team's ability to build rapport and adapt to client needs.-
Web Dev & Database Management for Data Analytics Company
5.0 Jul 7, 2022The project manager is very personable, and they take the time to understand my business needs and technical needs. Moreover, the team delivers on time and within budget. If there's any potential increase in the estimated time or cost, they communicate early on so that I can decide whether to proceed or do something differently.
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Custom Software Dev for Software & AI Design Company
4.5 May 9, 2022Their lead time, flexibility, and personal touch are impressive. I know that our Delivery Manager has really got to know our business and knows exactly the sort of candidate we need.
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Mobile App Dev for On-Demand Car Washing Service
5.0 Sep 6, 2019Beyond their reasonable price structure and technical knowledge, their team is reliable and productive. It’s easy to communicate with them. Furthermore, they approach the project with a high level of integrity. It felt as if we had known their team for years because of how personable they were.
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7 of 10 reviews are 5 stars$50,000 – $199,999 avg. project costRead 10 Recent ReviewsReviewed 10 times in the past 6 months
Recent reviews of Simform reflect overwhelmingly positive sentiment, highlighting their exceptional communication, project management, and technical expertise. Clients praised the team's responsiveness and ability to meet project milestones on time. Specific feedback includes a seamless integration of resources, effective collaboration during complex problem-solving, and a proactive approach to client needs. Notable mentions include a well-structured discovery phase and a commitment to delivering high-quality results without hidden costs. Overall, clients highly recommend Simform for their reliable and thoughtful partnership.Was this helpful?
Industry Experience
Simform has received positive feedback across various industries, showcasing their expertise in business services, healthcare, fitness, and real estate, among others. Clients commend their responsiveness, project management, and technical knowledge, with many noting successful outcomes such as improved applications and streamlined processes. The overall sentiment indicates strong satisfaction with their services in these sectors, highlighting Simform's ability to adapt to diverse project requirements and deliver high-quality solutions.
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Utilities Financial services eCommerce Real estate Healthcare Logistics & Supply Chain Wellness & Fitness Agriculture Information technology Human Resources Media Other industries Consulting Advertising & marketing IT Services Nonprofit Construction Legal Arts, entertainment & music Gaming Food & Beverages Other Industry Hospitality & leisure Education Consumer Products Fitness Software Business servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praise Simform for their cost-effectiveness and overall value, highlighting that their pricing aligns well with the quality of work delivered. For instance, a CEO noted that Simform provided high-quality services at a fraction of the cost compared to hiring in-house developers. Another client appreciated the flexibility and responsiveness of Simform's team, stating that they delivered on time and within budget. However, there are a few concerns regarding communication and project management in specific instances, indicating room for improvement.Was this helpful?
$10,000+$50 - $99 / hr1,000 - 9,999Warszawa, PolandServices provided
10% AI Development10% AR/VR Development10% Blockchain +7 services10% Cloud Consulting & SI10% Custom Software Development10% E-Commerce Development10% Enterprise App Modernization10% IT Staff Augmentation10% Mobile App Development10% Web DevelopmentSee all 72 projectsInnowise is a versatile technology solutions provider offering services such as custom database creation, data management, software development, and DevOps support. The company is consistently praised for its project management, timely delivery, and ability to integrate smoothly into client teams. Approximately 90% of reviewers commend Innowise's technical expertise and responsiveness, while some suggest improvements in documentation and visual detail handling. Overall, Innowise is recognized for delivering high-quality outcomes with a commitment to client satisfaction.
Reviews mention Unique expertise
Client feedback consistently highlights Innowise's unique expertise across various projects. For instance, one CEO noted their 'solid understanding' and ability to deliver tailored solutions, while another praised their 'technical expertise' and seamless integration into teams. The results included reduced data processing times and a successful e-commerce launch, demonstrating their adeptness in complex scenarios. Overall, sentiment leans positively, with clients valuing their professionalism and specialized knowledge in technology development.-
Staff Aug, Blockchain & E-Commerce Dev for Software Company
5.0 Jul 25, 2024The company demonstrated expertise in the required domain which was a significant factor in our project. Their ability to deliver quality products on time was also notable. We found their enhanced development expertise and output quality to be impressive.
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UX/UI Design for Software Company
5.0 May 16, 2024The quality of developers at Innowise was remarkable. They demonstrated exceptional expertise and technical proficiency. Their ability to produce high-quality code that was clean, efficient, and well-documented was impressive.
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Web3 Interface & Solidity Contracts Dev for Blockchain Co
5.0 Jan 23, 2024Innowise showed a depth of capability and a strong ability to understand complex business cases. Their responsiveness was commendable, and they effectively used industry-standard project management methods.
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IT Staff Augmentation for IT Services Company
5.0 Sep 8, 2023Innowise Group assembled a custom team of 7 engineers who were experts in their scope of work. The pace they work at while providing high-quality services was impressive.
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Go Language Project for IT Consulting Firm
4.5 Feb 8, 2023The team from Innowise was praised for their expertise in the Go language. They delivered a solution that exceeded expectations, demonstrating their valuable contribution to the project.
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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, client feedback for Innowise has been overwhelmingly positive. One client, a private school president, praised their ability to create a custom database that improved workflow and reduced labor for reporting. They highlighted Innowise's effective project management and timely communication, noting that the company outperformed a previous vendor in cost and quality. Overall, clients express satisfaction with timely delivery and successful outcomes, with no significant areas for improvement identified.Was this helpful?
Industry Experience
Innowise Group has demonstrated extensive expertise across various industries, including healthcare, information technology, financial services, and advertising & marketing. Clients praised their technical proficiency, project management skills, and ability to deliver solutions that enhance operational efficiency. Feedback reveals a consistent sentiment of satisfaction, particularly in healthcare and IT services, with notable improvements in workflow and compliance. Businesses in need of software development, data management, or digital transformation in these sectors would benefit significantly from engaging Innowise.
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Design Information technology 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?
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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)$75,000+$100 - $149 / hr50 - 249New York, NYServices provided
25% AI Consulting25% Generative AI20% AI Development +3 services10% Mobile App Development10% Product Design10% Web DesignSee all 67 projectsBlueLabel is a software development company specializing in AI-driven solutions, mobile app development, and product strategy. The company is noted for its professionalism, innovative approach, and strong project management skills, frequently delivering projects on time and within budget. Approximately 90% of reviews highlight their commitment to understanding client needs, while 80% commend their high-quality deliverables and customer support.
Reviews mention Accessible
Overall, client feedback regarding BlueLabel's accessibility is overwhelmingly positive. Clients consistently highlight the team's responsiveness and availability, noting that communication is seamless across various platforms such as Slack and email. For instance, one client mentioned, "Their availability for their customers is uncanny," while another stated, "They were always there for us, and answered on time." The commitment to maintaining clear communication and fostering a collaborative environment has been instrumental in ensuring project success.-
Mobile App Design, Dev & Testing for Orthopedic Software
5.0 Aug 3, 2023They have been organized, proactive, timely, and provided a seamless collaboration. The team is very responsive and provides feedback in a comprehensive, yet concise manner that is very digestible to understand. Blue Label worked seamlessly with our digital marketing partner (func media), providing exceptionally easy collaboration across multiple aspects to further enhance the product and go-to-market strategy.
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Custom Software Development for Fertility Clinic
5.0 May 17, 2022We had direct access to the whole team at all times. The BLL team truly makes it feel like we are all a part of one team. The retention and longevity of their team speaks volumes on the culture of the company you work with. Having a dedicated technical developer on our team calls has allowed us to move efficiently and effectively to our goals.
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Prototype Design for Procurement Platform
5.0 Oct 4, 2019Blue Label Labs is extremely responsive. I could reach any member of their team by telephone, Slack, or email and get an immediate response. Their availability for their customers is uncanny. From that point of view, they were extremely engaged in the product and working with me to make sure any questions were answered immediately so they could move quickly.
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Development and Design for a Ridesharing Application
5.0 Jan 24, 2019Additionally, their availability was great. I was able to call them and get my questions addressed as needed. Even if they didn’t have the answer, they’d go figure it out and get back with me in a very timely manner.
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Web & Mobile App Dev of On-Demand Delivery Platform
5.0 Aug 28, 2018I talk with our designated project manager three to four time a week; he's always available when I need to reach him. We track most project tasks through Trello, so I can see exactly what the software engineers and designers are working on.
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1 of 2 reviews are 5 stars$200,000 – $999,999 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
Recent reviews of BlueLabel highlight their exceptional capability in AI development and project management. Clients reported significant efficiency improvements, with one noting a reduction in task durations from 40–45 minutes to just 10–12 minutes. Feedback emphasized their professionalism and ability to meet deadlines, although some suggested enhancing communication with non-technical teams. Overall, client sentiment is overwhelmingly positive, with satisfaction regarding results and ongoing collaborations.Was this helpful?
Industry Experience
BlueLabel has demonstrated expertise across various industries, including Healthcare, Agriculture, Insurance, and Financial Services. Clients commend their proficiency in AI integration, project management, and adaptability in understanding complex needs. The sentiment is overwhelmingly positive, with notable strengths in efficiency and automation in Healthcare, innovative customer engagement solutions in Agriculture, and strong project collaboration in Financial Services. Overall, BlueLabel is particularly well-suited for projects in Healthcare and Insurance, where technology-driven solutions are paramount.
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Information technology Healthcare Agriculture Financial services Arts, entertainment & music Other industries Wellness & Fitness Food & Beverages Manufacturing Retail Research Nonprofit Media Education IT Services Sports Other Industry Advertising & marketing Automotive Government Design Construction Insurance SoftwareWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Client feedback regarding BlueLabel's overall cost and value for money is predominantly positive. Clients frequently highlight that BlueLabel's pricing is reasonable, often noting their services fit well within budget constraints. For instance, one client mentioned they invested approximately $300,000 for substantial improvements in efficiency and automation. Another client appreciated the balance of cost and quality, stating that BlueLabel provided a good value proposition compared to competitors. Overall, clients express satisfaction with the return on investment, citing effective project management and timely delivery.Was this helpful?
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UndisclosedUndisclosed50 - 249Montréal, Canada
Services provided
100% AI DevelopmentMia Innovation, an AI company, was founded in 2019. The team offers Artificial Intelligence.
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UndisclosedUndisclosed50 - 249千代田区, Japan
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100% AI DevelopmentLocated in 千代田区, Japan, Japan Computer Vision Corp. Is an artificial intelligence development company. Their services include Artificial Intelligence.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249San Francisco, CAServices provided
30% AI Development30% Custom Software Development15% BI & Big Data Consulting & SI +2 services15% Mobile App Development10% IT Staff AugmentationSee all 21 projectsAzumo is a versatile software development company specializing in building and enhancing a wide array of applications, including conversational AI, mobile app development, cloud migration, and real-time analytics. Approximately 100% of reviewers highlight Azumo's strong communication, cultural alignment, and timely delivery, with many impressed by their adaptability and technical expertise, which align with client needs and project demands consistently.
Reviews mention Communicative
The overall sentiment regarding Azumo's communication is highly positive across multiple reviews. Clients consistently commend their responsiveness and clarity. For instance, one CEO noted that Azumo provided 'excellent communication' and was always quick to address any questions or needs. Another client highlighted their ability to maintain 'near constant communication' via Teams, enhancing project efficiency. Clients appreciate Azumo's professionalism and their capacity to simplify complex technical concepts, establishing a strong collaborative environment.-
Software Development for Software Company
5.0 Dec 20, 2023Azumo accurately assesses the scope of work and delivers on time. If the scope increases, or is taking longer than expected, they are quick to notify us and make the appropriate adjustments. I find the communication most impressive and they have pretty much become a part of our company.
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Custom Software Development for Biomaterials Startup
4.5 Feb 15, 2022We had biweekly, half-hour calls to discuss the project and had other calls as needed; we also used Slack to communicate. They were very responsive and set realistic project timeline expectations. Azumo was very professional, knowledgeable, and had excellent communication.
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Chatbot App Dev for Social Network
4.5 Dec 10, 2018From the first phone call through to execution, they provided data in real time and were excellent communicators. We started our communication through Facebook Messenger, but quickly moved to email, phone, and video conferencing.
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Mobile App Development for Social Networking Company
5.0 Aug 26, 2024Communication is very good, and if I had any questions or needs, they always provided the support needed.
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AI Development Support for AI Systems Company
5.0 Mar 8, 2023Always excellent communication. Our Azumo teams have been based in Latin America, but they respond and communicate with a clarity and responsiveness as if they are simply on a different floor.
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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, client feedback for Azumo has been overwhelmingly positive, highlighting their expertise in designing conversational applications and aligning resources effectively. A director from nlx.ai praised Azumo's ability to exceed expectations in quality and speed, noting their proactive approach in personnel management. The project management was described as comprehensive, with regular communication ensuring timely deliverables. Overall, clients have expressed high satisfaction, with no significant areas for improvement identified.Was this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Azumo's competitive pricing and strong value for money. For example, the Director of nlx.ai noted that Azumo's pricing fit their budget while exceeding expectations regarding quality and speed. Similarly, a CEO emphasized Azumo's good value for cost, stating they delivered significant improvements within financial constraints. Overall, clients express satisfaction with the balance between cost and the high-quality services provided, reinforcing Azumo's reputation as a cost-effective partner.Was this helpful?
More responsive than most other service providers
Get in TouchAzumo is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
$50,000+$100 - $149 / hr10,000+Charlottesville, VAServices provided
25% Generative AI15% AI Development15% Mobile App Development +4 services15% Web Development10% AI Agents10% Marketing Strategy10% UX/UI DesignSee all 25 projectsTELUS Digital is a technology solutions provider specializing in modernizing healthcare billing systems. Their services have significantly improved clients' operational efficiencies, with 85-90% of processes being automated. Reviews highlight TELUS Digital's robust system architecture and security measures, with a notable focus on scalability and adaptability, though they could benefit from adopting more agile methodologies. Overall, their collaborative approach and comprehensive solutions garner positive feedback.
Industry Experience
WillowTree has demonstrated strong capabilities across various industries, including Financial Services, IT Services, Healthcare, Legal, Retail, and Nonprofit. Clients commend their expertise in developing user-friendly digital solutions, notably in enhancing payment processing systems in finance, mobile app development in IT and healthcare, and legal tech solutions. Overall sentiment is highly positive, highlighting their project management skills, innovative design approaches, and collaborative nature—effectively impacting operational efficiencies and user engagement across sectors.
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Legal Retail Other Industry Media Education Consumer Products Nonprofit Information technology Hospitality & leisure Software Advertising & marketing Arts, entertainment & music IT Services Healthcare Financial servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Client feedback on the company's cost and value indicates a generally positive sentiment regarding pricing relative to the quality of services provided. For instance, one client noted an investment of $400,000, highlighting that the extensive team involvement justified the expense. Another client mentioned a $50,000 initial investment for a university app, expressing satisfaction with the results and minimal budgetary surprises. Overall, clients appreciate the balance of cost and value, often citing the quality of work and strong project management as key factors.Was this helpful?
More responsive than most other service providers
Get in TouchTELUS Digital 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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$25,000+$50 - $99 / hr1,000 - 9,999New York, NYServices provided
30% Custom Software Development10% AI Agents10% AI Development +5 services10% AR/VR Development10% Blockchain10% IT Staff Augmentation10% Mobile App Development10% Web DevelopmentSee all 98 projectsVention is a versatile software development company specializing in AI, software development, and staff augmentation. With a consistent record of delivering projects on time and high-quality work, Vention has received overwhelmingly positive feedback from clients (approximately 100% satisfaction), who praise their talented engineers, effective collaboration, and impressive project management. They are noted for their flexibility, responsiveness, and alignment with client needs.
1 of 3 reviews are 5 starsUnknown avg. project costRead 3 Recent ReviewsReviewed 3 times in the past 6 months
Recent reviews of Vention reflect a highly positive sentiment, highlighting their exceptional engineering talent and responsiveness. Clients appreciated the quality of work delivered, with one noting a significant bug fix that improved retention by 2-3%. Another praised their effective account management, establishing trusted relationships. Consistently, clients reported timely delivery and effective communication, with no identified areas for improvement. Overall, Vention is recognized as a reliable partner for software development and staff augmentation.Was this helpful?
Industry Experience
Vention has demonstrated expertise across diverse industries, including Fintech, IT, Education, Marketing, and Healthcare. In Fintech, they excel in software development and team augmentation, receiving praise for responsiveness and timely deliveries. In IT, clients commend their problem-solving skills and technical proficiency, while in Education, their collaborative approach has improved project outcomes. Overall sentiment is positive, with a consistent emphasis on quality, flexibility, and effective communication across all sectors.
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Advertising & marketing Education Business services Financial services Food & Beverage Software eCommerce Healthcare Logistics & Supply Chain Hospitality & leisure Consulting Social Networking Energy & natural resources Wellness & Fitness Transportation IT Services Real estate Media Arts, entertainment & music Utilities Chemicals & Biotechnology Consumer Products Information technology Other IndustryWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently report that Vention offers excellent value for money, with pricing fitting within their budgets while delivering high-quality results. For instance, one client highlighted that Vention's pricing was a significant factor in their decision to partner with the company, while another noted a 50% reduction in Salesforce license costs due to Vention's optimizations. Overall, feedback indicates strong satisfaction with Vention’s cost-effectiveness and the quality of service provided.Was this helpful?
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UndisclosedUndisclosed50 - 249Shibuya, Japan
Services provided
100% AI DevelopmentAtify - Positive Impact with AI is an artificial intelligence company. They are located in Shibuya, Japan and have midsize team. Their services include Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Hawthorn East, Australia
Services provided
80% Generative AI20% AI DevelopmentHeadquartered in Hawthorn East, Australia, DragoAI is a Generative AI company. Established in 2022, the team specializes in Generative AI and Artificial Intelligence.
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UndisclosedUndisclosed250 - 999Oslo, Norway
Services provided
100% AI DevelopmentWebstep is an AI firm. Their team is located in Oslo, Norway and Bergen, Norway. The agency focuses on Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Tel Aviv-Yafo, Israel
Services provided
100% AI DevelopmentArtificial intelligence firm Kardome Technology LTD is headquartered in Tel Aviv-Yafo, Israel. Their services include Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Tel Aviv-Yafo, Israel
Services provided
100% AI DevelopmentShibumi.AI is an artificial intelligence company established in 2016. The firm provides Artificial Intelligence.
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Featured
What are Featured Providers?
$10,000+$50 - $99 / hr250 - 999Austin, TXServices provided
40% AI Development30% Cloud Consulting & SI15% Mobile App Development +1 service15% UX/UI DesignSee all 61 projectsQubika is a versatile software development company specializing in mobile app development, data engineering, and product design. Across their reviews, 100% of clients commend their timely delivery, responsiveness, and high-quality output. Their ability to adapt and integrate seamlessly with client teams is frequently highlighted, with 100% of reviewers noting exceptional professionalism and commitment to client success.
1 of 2 reviews are 5 stars$50,000 – $199,999 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
In the past six months, Qubika has received positive feedback for their responsiveness and technical expertise. Clients highlighted their ability to deliver projects on time, such as establishing a scalable data warehouse that drastically improved data accessibility. One client praised Qubika for their collaborative approach and the fresh perspectives brought by their product designers. Overall sentiment is highly favorable, with clients appreciating their alignment with company values and the quality of their deliverables.Was this helpful?
Industry Experience
Qubika has demonstrated expertise across various industries, including Information Technology, Consulting, Wellness & Fitness, Software, and Healthcare. Clients commend their technical acumen, responsiveness, and ability to deliver quality products on time, often highlighting successful project outcomes, such as improved efficiency and user engagement. Overall sentiment reflects satisfaction, especially in IT and healthcare sectors where their adaptability and innovative solutions have made a significant impact.
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Information technology Consulting Wellness & Fitness Software Other Industry Hospitality & leisure Real estate Consumer Products Manufacturing Education Healthcare Arts, entertainment & music Chemicals & Biotechnology Energy & natural resources Financial services Business services Nonprofit Media Advertising & marketing Telecommunications IT ServicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Client feedback consistently highlights Qubika's competitive pricing and strong value for money. Clients appreciate that the pricing fits their budgets while ensuring high-quality service and deliverables. For instance, one client noted, "Pricing fit our budget" and highlighted Qubika as a "good value for cost." Overall, the sentiment reflects satisfaction with the cost-effectiveness and quality of work provided, making Qubika a recommended partner for various projects.Was this helpful?
More responsive than most other service providers
Get in TouchQubika is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
$1,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
25% AI Development25% Custom Software Development20% Generative AI +3 services10% AI Consulting10% IT Staff Augmentation10% UX/UI DesignSee all 24 projectsPhaedra Solutions is a versatile software development company specializing in UI/UX design, website development, and mobile app development. Across the reviews, 100% of clients commend their technical expertise and reliability in delivering projects on time. Clients highlight their exceptional communication, constructive problem-solving, and alignment with client values. Some note minor areas for improvement, such as project management efficiency and internet connectivity during meetings, but overall satisfaction is high.
2 of 2 reviews are 5 starsUnknown avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
In the last six months, clients have praised Phaedra Solutions for their technical expertise and responsiveness, noting a 30% faster user onboarding and a 40% reduction in manual tasks due to effective automation. One client highlighted their impressive project management and clear communication, while another acknowledged the need for improvement in project management. Overall, the sentiment is positive, with clients expressing satisfaction and noting the company's ability to deliver high-quality results tailored to their needs.Was this helpful?
Industry Experience
Phaedra Solutions has demonstrated expertise across various industries, including Software, Nonprofit, Legal, Retail, Advertising & Marketing, IT Services, and Energy. Feedback highlights their strengths in UI/UX design, project management, and technical execution. Clients appreciate their proactive communication, timely delivery, and deep technical knowledge. Overall sentiment is positive, particularly in the Software and Nonprofit sectors, indicating strong alignment for projects requiring robust digital solutions and creative design.
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Publishing Non-profit Software Nonprofit Legal Retail IT Services Advertising & marketing Other Industry Energy & natural resources Food & BeveragesWas this helpful?
More responsive than most other service providers
Get in TouchPhaedra Solutions is very responsive
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$25,000+$50 - $99 / hr50 - 249Fornebu, NorwayServices provided
25% Mobile App Development25% Web Development20% Custom Software Development +2 services20% IoT Development10% AI DevelopmentSee all 14 projectsLANARS is a versatile app and software development company with expertise in mobile and web platforms, backend integration, and IoT solutions. Their reviews emphasize high-quality deliverables, skilled communication, and effective project management. Over 90% of feedback highlights LANARS' commitment to timelines and adaptability, with clients praising their problem-solving capabilities and dedication, even under challenging circumstances like geopolitical issues.
1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
In recent reviews, clients have expressed positive sentiments towards LANARS, highlighting their skilled team and effective project management. A general manager from Lomundal Oslo AS noted that the app developed by LANARS significantly improved inspection control and project pricing. While the need for Norwegian language support was mentioned as a minor improvement area, the overall feedback indicates satisfaction with the quality of work and professional execution provided by LANARS.Was this helpful?
Industry Experience
LANARS has demonstrated expertise across various industries, including Manufacturing, Financial Services, Information Technology, Construction, and Business Services. Clients commend their adaptability, strong project management, and technical proficiency, especially in app development and cloud integration. Overall sentiment is positive, with notable strengths in communication and timely deliverables, making them a suitable partner for projects in tech-driven environments and service-oriented sectors.
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Manufacturing IT Services Information technology Financial services Business services ConstructionWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally perceive LANARS as offering strong value for money, often highlighting their competitive pricing and quality of work. One client noted that LANARS 'exceeded expectations' and provided 'high quality work' despite challenging circumstances. Another emphasized their 'honesty' in pricing, stating there were no unexpected cost increases. Overall, feedback reflects satisfaction with both cost-effectiveness and the quality of deliverables, reinforcing LANARS's reputation as a reliable partner for various projects.Was this helpful?
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UndisclosedUndisclosed10 - 49Ota City, Japan
Services provided
100% AI DevelopmentWOGO, Inc., an AI development company, is in Ota City, Japan. Established in 2021, the team provides Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Stockholm, Sweden
Services provided
100% Generative AISana is a Generative AI company launched in 2016. The agency offers Generative AI.
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Featured
What are Featured Providers?
$50,000+$50 - $99 / hr10 - 49Bengaluru, IndiaServices provided
35% AI Development25% Generative AI10% AI Consulting +3 services10% API Development10% Microservices Architecture Services10% Web DevelopmentSee all 8 projectsKrazimo is a technology development and consultancy firm specializing in advanced AI and Web3 solutions. With a focus on AI-driven projects, such as real-time data integration and scalable SaaS platforms, they deliver high-quality outcomes, praised by clients for their adaptability and effective project management. Review feedback is overwhelmingly positive, with no significant negative remarks, highlighting their technical expertise and customer-centric approach.
Reviews mention Unique expertise
Clients commend Krazimo for their unique expertise in developing innovative AI solutions, particularly for cryptocurrency analysis. One client highlighted Krazimo's ability to integrate diverse data sources and deliver a robust AI agent that exceeded expectations. The project was noted for its scalability and advanced analytics, demonstrating Krazimo's capability to manage complex projects effectively. Overall, the sentiment is highly positive, with clients expressing confidence in Krazimo's specialized skills and commitment to excellence.-
AI Development for Generative AI Company
5.0 Feb 7, 2025Krazimo delivered an exceptional crypto research agentic AI for Automatons, combining real-time information retrieval, advanced analytics, and seamless integrations. The AI not only fetched live cryptocurrency data from sources like Twitter, Token Metrics, and CoinGecko but also provided insightful indices with buy or sell ratings for tokens. Krazimo’s expertise in integrating diverse data sources and building a reliable, responsive system truly stood out.
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Industry Experience
Krazimo demonstrates strong expertise in the Information Technology, Education, Research, and Software industries, delivering impactful solutions such as AI-driven systems and secure platforms. Clients commend their adaptability, project management, and technical precision, particularly in developing innovative AI applications and integrating complex data sources. Overall sentiment is highly positive, with clients noting effective communication and a deep understanding of user experience and domain-specific needs, making Krazimo a suitable partner for projects in tech and education sectors.
Read All ReviewsSelect Industry to see insights
Information technology Education Research SoftwareWas this helpful?
More responsive than most other service providers
Get in TouchKrazimo 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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$10,000+$50 - $99 / hr10 - 49Coventry , EnglandServices provided
30% AI Development15% Custom Software Development15% Generative AI +4 services10% AI Consulting10% Application Management & Support10% Mobile App Development10% Web DevelopmentSee all 20 projectsImobisoft is a versatile technology solutions company specializing in software development, web and app development, and cloud migration services. Overall, 100% of the reviews express satisfaction with their technical expertise, project management, and adherence to timelines and budgets. Imobisoft is consistently praised for their responsiveness, professionalism, and ability to deliver cost-effective solutions, as highlighted in 80% of the reviews.
Reviews mention Honest
Clients have consistently praised Imobisoft for their transparency, honesty, and ethical approach. One client emphasized their reliability in project management, noting they are a 'pleasure to work with' and highlighted their commitment to client needs. Additionally, the client advised potential customers to involve Imobisoft early in projects, reinforcing the sentiment of trustworthiness. Overall, feedback indicates a strong appreciation for Imobisoft's honest communication and dependable service.-
Custom Web Dev for Creative Firm
5.0 May 26, 2022Imobisoft’s project management has been excellent. Additionally, they’re trustworthy, transparent, honest, and ethical. Overall, they’re a pleasure to work with. Get them involved at the earliest stages of your development project. They’re very transparent, honest, and ethical, so you don’t have to worry about sharing information with them; they’ll do their work on your behalf in a trustworthy manner.
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2 of 2 reviews are 5 stars$50,000 – $199,999 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
In the past six months, Imobisoft has received positive feedback for their expertise in software development and project management. Clients praised their responsiveness and ability to meet deadlines while staying within budget. One client noted, "Imobisoft is very fast-reacting and will come back to me within a day or two," highlighting their effective communication. Another remarked on their deep industry knowledge and guidance throughout the project. Overall, clients express high satisfaction and recommend coming prepared with project concepts.Was this helpful?
Industry Experience
Imobisoft has demonstrated expertise across various industries, including Information Technology, Food & Beverage, Healthcare, and Legal. Clients commend their project management, technical knowledge, and ability to deliver tailored solutions. The strong sentiment is particularly noted in Healthcare and IT Services, where their technical capabilities positively impacted operational efficiencies. In Food & Beverage, they enhanced stock management systems, while in Legal, they successfully redesigned complex websites. Overall, their impact is favorable, making them a strong candidate for clients in these sectors.
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Information technology Food & Beverage Legal Nonprofit IT Services Business services Design Real estate Healthcare Manufacturing Education Transportation Energy & natural resourcesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Overall, client feedback indicates that Imobisoft provides excellent value for money, with many clients noting their competitive pricing and high-quality deliverables. For instance, one client highlighted that despite spending around $250,000, they achieved more than expected, while another emphasized that Imobisoft's rates were reasonable compared to hiring internally. The sentiment is overwhelmingly positive regarding cost-effectiveness, with clients expressing satisfaction in meeting budgets and timelines throughout various projects.Was this helpful?
$10,000+$25 - $49 / hr10 - 49Kyiv, UkraineServices provided
35% Custom Software Development20% UX/UI Design15% Mobile App Development +5 services10% Web Development5% AI Development5% BI & Big Data Consulting & SI5% Blockchain5% IT Staff AugmentationSee all 38 projectsTallium Inc. is a versatile software development company specializing in mobile app and web platform development, with strong expertise in UX/UI design and backend/frontend integration. Overall, 100% of the reviews reflect positive feedback, highlighting their excellent project management, technical expertise, and commitment to client satisfaction. Approximately 90% of reviewers commend their communication and responsiveness as standout attributes.
4 of 4 reviews are 5 stars$10,000 – $49,000 avg. project costRead 4 Recent ReviewsReviewed 4 times in the past 6 months
In the last six months, client feedback on Tallium Inc. has been overwhelmingly positive, highlighting exceptional project management and strong technical expertise. Clients noted timely deliveries and effective communication, with one CEO stating, "Tallium became our strongest and most reliable collaboration." Another client emphasized their deep technical understanding, while a PR Director praised their partnership approach and quality of output. Overall, clients expressed satisfaction with outcomes and reported no significant areas for improvement.Was this helpful?
Industry Experience
Tallium Inc. has demonstrated its expertise across various industries, including Gaming, Information Technology, Financial Services, Retail, and Education. Clients have praised their technical proficiency, project management skills, and ability to integrate complex functionalities. The overall sentiment reflects strong satisfaction, particularly in Gaming (notable success with loyalty apps), Financial Services (effective banking solutions), and Education (robust learning platforms). Their consistent delivery and collaboration make them an excellent fit for technology-driven projects and sectors focused on user engagement and experience.
Read All ReviewsSelect Industry to see insights
Advertising & marketing Information technology Financial services Retail Publishing Nonprofit Education Hospitality & leisure Software Other Industry Design Gambling Healthcare Consumer Products Environmental Services Arts, entertainment & music Business services Automotive IT Services GamingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Tallium Inc.'s value for money, noting their competitive pricing and high-quality deliverables. One client remarked on their 'good value for cost,' while another appreciated that their pricing 'fit our budget.' Overall sentiment indicates that clients feel they receive exceptional service and expertise relative to the investment made, reinforcing Tallium's reputation as a cost-effective partner for complex projects.Was this helpful?
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UndisclosedUndisclosed10 - 49
Services provided
35% Corporate Training & Coaching35% Generative AI30% AI ConsultingCorporate Training & Coaching company Generative AI Works is located in Munich, Germany. Founded in 2024, the team offers Corporate Training & Coaching and Generative AI.
Read more -
UndisclosedUndisclosed250 - 999Budapest, Hungary
Services provided
35% AI Development35% DevOps Managed Services30% Cloud Consulting & SIIn Budapest, Hungary and Unterföhring, Germany, TNG Technology Consulting is a midsize artificial intelligence company. Their services include Artificial Intelligence and DevOps Managed Services.
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Featured
What are Featured Providers?
$25,000+$25 - $49 / hr50 - 249L'viv, UkraineServices provided
50% Custom Software Development20% Web Development10% AI Development +2 services10% Cloud Consulting & SI10% Mobile App DevelopmentSee all 53 projectsLeobit is a software development company specializing in web and mobile applications, custom software, and AI solutions. Reviews on Clutch.co reflect overwhelmingly positive feedback, with nearly 100% of clients highlighting their timely delivery, technical proficiency, and effective communication. Clients frequently commend Leobit's ability to align with project needs and enhance existing strategies, underscoring their technical expertise and proactive project management approach.
Industry Experience
Leobit has demonstrated expertise across various industries, including IT Services, Software, Healthcare, Engineering, Financial Services, and Non-Profit sectors. Clients noted their strong project management skills, technical competence, and responsiveness. In IT Services and Software, they excelled in custom development and modernization, while in Healthcare, they delivered innovative mobile solutions. Overall, feedback is positive, emphasizing their flexibility, value for cost, and alignment with client values, making them an ideal partner for projects across these industries.
Read All ReviewsSelect Industry to see insights
IT Services Software Healthcare Engineering Financial services Non-profit Consulting Consumer Products Sports Education Advertising & marketing Real estate Gambling Media RetailWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Leobit's competitive pricing and exceptional value for money. Feedback indicates that their pricing fits various budgets while delivering high-quality results. One client noted, 'Good value for cost' and another emphasized their flexibility in optimizing project costs for a non-profit organization. Overall, the sentiment reflects satisfaction with the balance between cost and the quality of service provided, affirming Leobit as a reliable partner for software development.Was this helpful?
More responsive than most other service providers
Get in TouchLeobit is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
$10,000+< $25 / hr50 - 249Hyderabad, IndiaServices provided
20% Custom Software Development15% Mobile App Development15% Web Development +5 services10% AI Consulting10% AI Development10% ERP Consulting and SI10% Generative AI10% IT Staff AugmentationSee all 50 projectsAhex Technologies is a versatile IT solutions provider specializing in custom software, web, and mobile application development across various industries. With a focus on quality, innovation, and client satisfaction, they consistently deliver projects on time and within budget. Approximately 90% of reviews highlight their responsiveness and flexibility, while 80% commend their project management skills, underscoring their strong capabilities in meeting diverse client needs.
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, Ahex Technologies has received positive feedback for their responsiveness, project management, and innovative solutions. Clients highlighted their ability to meet deadlines and adapt to changing requirements, with one noting the team's effective use of Agile methodologies. However, a suggestion for improvement included enhancing their DevOps expertise to better handle complex system architectures. Overall, clients expressed high satisfaction with the quality of work and the team's commitment to delivering successful outcomes.Was this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently commend Ahex Technologies for delivering high-quality services at competitive prices, emphasizing their strong value for money. For instance, one reviewer noted that their pricing fit their budget while providing 'good value for cost.' Another client highlighted that the quality of work justified the costs, stating, 'the quality of work they provided for the cost they charge is really value for money.' Overall, the sentiment regarding cost-effectiveness and value remains positive across multiple reviews.Was this helpful?
More responsive than most other service providers
Get in TouchAhex Technologies is 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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Undisclosed$100 - $149 / hrFreelancer
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20% AI Agents20% AI Consulting20% AI Development +2 services20% Custom Software Development20% Data Annotation ServicesINFOLKS is a software development company. They were launched in 2016 and focus on Custom Software Development and Artificial Intelligence.
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30% AI Development30% Cloud Consulting & SI20% Low/No Code Development +1 service20% Mobile App DevelopmentEprotech is a midsize cloud consulting & SI company based in Woodbridge Township, New Jersey and Omaha, Nebraska. The team focuses on cloud consulting & SI and Artificial Intelligence.
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20% AI Development20% Custom Software Development20% IT Managed Services +2 services20% IT Strategy Consulting20% Web DevelopmentZoro Innovations is a midsize Thondebavi, India-based IT strategy consulting company. The team provides IT strategy consulting and IT managed services.
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30% Custom Software Development20% Mobile App Development20% Web Development +4 services10% AI Development10% IoT Development5% Blockchain5% Wearable App DevelopmentNG Workshop is a small custom software development firm. They provide Custom Software Development and Mobile App Development and were founded in 2012.
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20% AI Development20% AR/VR Development10% Custom Software Development +5 services10% Event Management10% IT Strategy Consulting10% Low/No Code Development10% Mobile App Development10% Web DevelopmentHey Buddy, an application development firm, focus on Mobile App Development and AR/VR development. They were established in 2023.
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Ability to Deliver considers three criteria:
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List of the Best Artificial Intelligence Companies
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$25,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
50% AI Development50% Other -
$25,000+< $25 / hr250 - 999Gurugram, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
55% AI Development45% Other -
$5,000+< $25 / hr250 - 999Ahmedabad, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
35% AI Development65% Other -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
39.5/40.019.6/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development30% Other -
$10,000+$25 - $49 / hr250 - 999Reston, VA
Ability to deliver
39.5/40.019.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$5,000+$25 - $49 / hr10 - 49
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
60% AI Development40% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
90% AI Development10% Other -
$10,000+$25 - $49 / hr250 - 999Rzeszów, Poland
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
40% AI Development60% Other -
$1,000+$25 - $49 / hr50 - 249Ahmedabad, India
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
70% AI Development30% Other -
$25,000+$25 - $49 / hr250 - 999White Plains, NY
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
30% AI Development70% Other -
$50,000+$100 - $149 / hr50 - 249Montréal, Canada
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
45% AI Development55% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.7/40.019.8/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
65% AI Development35% Other -
$50,000+$25 - $49 / hr50 - 249Kyiv, Ukraine
Ability to deliver
38.7/40.020/20 Reviews9.1/10 Clients & Experience9.6/10 Market PresenceService focus
50% AI Development50% Other -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
38.5/40.018.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
90% AI Development10% Other -
$25,000+$50 - $99 / hr250 - 999Wrocław, Poland
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$5,000+$50 - $99 / hr10 - 49San Diego, CA
Ability to deliver
38.3/40.019.4/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% AI Development30% Other -
$10,000+$50 - $99 / hr10 - 49Kyiv, Ukraine
Ability to deliver
38.2/40.018.6/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development40% Other -
$50,000+$50 - $99 / hr1,000 - 9,999Minneapolis, MN
Ability to deliver
38.2/40.019.2/20 Reviews9.2/10 Clients & Experience9.8/10 Market PresenceService focus
40% AI Development60% Other -
$10,000+$50 - $99 / hr50 - 249Toronto, Canada
Ability to deliver
38.9/40.019.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
45% AI Development55% Other -
$10,000+$25 - $49 / hr50 - 249San Ramon, CA
Ability to deliver
37.8/40.018/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
55% AI Development45% Other -
$50,000+$100 - $149 / hr50 - 249Bournemouth, England
Ability to deliver
37.8/40.018/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
50% AI Development50% Other -
$10,000+$50 - $99 / hr50 - 249Paris, France
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
40% AI Development60% Other -
$50,000+$50 - $99 / hr250 - 999Palo Alto, CA
Ability to deliver
37.8/40.018.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
45% AI Development55% Other -
$50,000+$25 - $49 / hr1,000 - 9,999New York, NY
Ability to deliver
37.8/40.017.8/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
40% AI Development60% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
100% AI Development -
$10,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$75,000+$150 - $199 / hr50 - 249Frederick, MD
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$10,000+$50 - $99 / hr50 - 249Manchester, England
Ability to deliver
37.6/40.017.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
80% AI Development20% Other -
$10,000+$25 - $49 / hr250 - 999Sahibzada Ajit Singh Nagar, India
Ability to deliver
38.5/40.018.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other
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Looking for an artificial intelligence company but not sure where to start? We've put together answers to the most common questions businesses ask when searching for a trusted partner. This FAQ covers what you need to know before hiring an artificial intelligence company, from pricing and services to results and red flags.
Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems twice a year based on a proprietary methodology. The top artificial intelligence companies for Fall 2025 include:
AI development agencies specialize in researching, designing, and deploying machine-learning models, data pipelines, and intelligent applications that solve real-world business problems. These service providers work on a myriad of projects, including building predictive analytics tools, training natural-language models for chatbots, or integrating computer-vision systems into existing products. The best firms combine data science, software engineering, and domain knowledge to turn raw data into measurable business outcomes.
Budgets for AI development projects vary widely from one project to another. On Clutch, simple proof-of-concepts often start around $10,000, while enterprise-grade machine intelligence projects can cost as much as $250,000. Moreover, the average hourly rates for these dedicated service providers typically fall between $25–$49 for offshore teams and $100–$200 for top-tier talent in North America or Western Europe. Ultimately, the total cost depends on several key factors, including data complexity, required accuracy, and ongoing support needs.
Finance, healthcare, retail, logistics, manufacturing, and education frequently tap AI to improve fraud detection, patient diagnostics, demand forecasting, route optimization, and personalized learning. However, any data-rich sector can gain value with the right partner.
AI development companies leverage their technical expertise, complex understanding of AI technologies, and problem-solving proficiency to deliver cutting-edge solutions. Most AI development companies offer services such as:
- Discovery workshops and feasibility studies
- Data collection, cleansing, and labeling
- Model selection, training, and evaluation
- MLOps: automation of deployment, monitoring, and retraining
- Custom app or API development to surface AI insights
- Post-launch optimization and support
Some specialists also provide AI consulting, helping teams validate use cases or choose the right cloud services before any code is written.
- Match with essential expertise and experience – Look for in-depth case studies in your industry and tech stack (e.g., TensorFlow, PyTorch).
- Check for verified reviews – Clutch ratings reveal communication style, reliability, and ROI.
- Assess their process – Agile, transparent workflows with clear milestones reduce risk.
- Validate team makeup – Data scientists, ML engineers, and domain experts should be involved—not just “AI generalists.”
- Pilot first – A paid discovery sprint can confirm cultural fit before a long-term commitment.
- Guaranteed accuracy or ROI claims (“100% precision in two weeks”)
- No access to training data or model artifacts
- Overreliance on black-box tools without explainability options
- Limited post-deployment monitoring or support
- Vague pricing and change-order policies
- How have you solved a similar problem for another client?
- Which metrics will define project success, and how will we measure them?
- Who owns the trained models and underlying data?
- What is your approach to data privacy and compliance (e.g., GDPR, HIPAA)?
- How often will models be retrained or updated?
- Which cloud or on-prem platforms do you recommend, and why?
Consulting focuses on strategy—identifying high-impact use cases, estimating ROI, and outlining data readiness. Development covers the hands-on work of building, training, and deploying models. Many machine intelligence companies offer both, starting with workshops and progressing to full-scale implementation.
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