Top Artificial Intelligence Companies
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List of the Best Artificial Intelligence Companies
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$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FLServices provided
20% AI Development20% Cloud Consulting & SI10% CRM Consulting and SI +5 services10% Custom Software Development10% E-Commerce Development10% ERP Consulting and SI10% Enterprise App Modernization10% Mobile App DevelopmentSee all 84 projectsSimform is a software development company known for creating mobile apps, web apps, and integrating advanced technologies for diverse industries. Across reviews, Simform is praised for delivering projects on time and within budget, with a strong emphasis on communication, responsiveness, and technical expertise. Approximately 90% of reviewers highlighted their proactive project management and alignment with client values, making them a reliable partner for technology solutions.
3 of 4 reviews are 5 stars$50,000 – $199,999 avg. project costRead 4 Recent ReviewsReviewed 4 times in the past 6 months
Recent client feedback for Simform highlights their strong project management, timely delivery, and effective communication. Clients appreciated their attention to detail, responsiveness, and ability to align with project goals. One client noted, "Simform has been a true partner...delivered as promised in a timely manner and within our original budget." Overall, sentiment is overwhelmingly positive, with clients expressing satisfaction and confidence in Simform's ability to address complex challenges and deliver quality solutions.Was this helpful?
Industry Experience
Simform has received favorable feedback across various industries. In Information Technology, clients praise their expertise in cloud solutions and development frameworks, yielding effective outcomes. In Business Services, they excelled in website and mobile application development, with high responsiveness and adherence to deadlines. Their work in Healthcare and Fitness has been commended for enhancing user experience and application functionality. Overall, sentiment across industries is positive, highlighting Simform's reliability, technical proficiency, and strong communication skills, making them a suitable partner for technology-driven projects.
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Utilities Financial services eCommerce Real estate Healthcare Logistics & Supply Chain Wellness & Fitness Agriculture Human Resources Media Other industries Consulting Advertising & marketing IT Services Nonprofit Construction Legal Arts, entertainment & music Gaming Food & Beverages Other Industry Education Consumer Products Fitness Software Business services Information technology Hospitality & leisureWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Simform is frequently recognized for providing excellent value for money, with clients noting that their pricing fits budgets while maintaining high quality. A CTO from Estima Scientific remarked on their 'good value for cost,' while a department manager from Eye Recommend appreciated their 'accurate cost estimates' and lack of hidden fees. Overall, clients express satisfaction with the cost-effectiveness of Simform's services, highlighting their ability to deliver quality work on time without exceeding budgets.Was this helpful?
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$10,000+$50 - $99 / hr250 - 999Greenville, SCServices provided
60% Mobile App Development20% Custom Software Development10% AI Development +1 service10% UX/UI DesignSee all 79 projectsDesignli is an app and web development company specializing in creating MVPs, prototypes, and UX/UI designs. Clients consistently praise Designli's adaptability and ability to understand complex visions, with 100% of reviews highlighting their excellent project management and collaborative approach. The company is commended for delivering high-quality products on time, with 90% of clients expressing satisfaction with their outcomes.
5 of 5 reviews are 5 stars$50,000 – $199,999 avg. project costRead 5 Recent ReviewsReviewed 5 times in the past 6 months
Recent client feedback on Designli highlights a strong overall sentiment, emphasizing their responsiveness and adaptability. Clients praised the team's ability to translate complex ideas into functional prototypes, as seen in multiple projects like an LMS platform and an AI-driven marketplace. Notable comments include their proactive approach to bug fixing and willingness to absorb additional costs. Despite minor suggestions for improvement, clients consistently expressed satisfaction, indicating that Designli exceeds expectations in project management and deliverables.Was this helpful?
Industry Experience
Designli has demonstrated expertise across various industries, including medical, IT, business services, legal, and education. Clients praised their adaptability, effective communication, and commitment to delivering high-quality solutions. In the medical sector, they excelled in creating user-friendly platforms for clinical trials and patient engagement. Feedback from IT companies highlights their capability to modernize applications and streamline processes. Overall, Designli is well-regarded for its customer-centric approach, making them a suitable choice for organizations seeking development and design solutions.
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Financial services Healthcare Real estate Consulting Nonprofit Social Networking Other industries Other Industry IT Services Software Energy & natural resources Wellness & Fitness Automotive Transportation Food & Beverages Manufacturing Gambling Utilities Human Resources Sports Arts, entertainment & music Media Construction Legal Information technology Medical Business services EducationWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally express satisfaction with Designli's cost-effectiveness and value for money. One CEO noted, "Designli has exceeded my expectations" despite initial project overages, as they absorbed additional costs and provided free maintenance. Another customer highlighted the company's "good value for cost," emphasizing transparency in pricing and deliverables. However, some clients mentioned that while the services are priced at the higher end, the quality justifies the expense, stating, "you get what you pay for" in terms of quality and support.Was this helpful?
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$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 69 projectsBlueLabel is an AI and digital product development company known for its expertise in mobile app development and AI-driven solutions. The company receives overwhelmingly positive feedback from clients, with approximately 90% of reviews highlighting excellent project management, timely delivery, and strong alignment with client objectives. BlueLabel's ability to integrate seamlessly with in-house teams and its commitment to understanding client needs are frequently praised by more than 80% of reviewers.
Reviews mention Innovative
Clients have praised Blue Label Labs for their innovative approach to app development, particularly in creating detailed paper prototypes and large screen flow maps to enhance user experience. One client noted their impressive ability to visualize nearly 500 screens before coding, which facilitated modifications at an early stage. Overall, the sentiment reflects a strong appreciation for Blue Label Labs' creativity and strategic problem-solving in the development process.-
Mobile App Dev & Design for Wellness & Education Platform
5.0 Feb 11, 2022What distinguishes them from other developers is their level of creativity and strong communication skills. In particular, their head of innovations has been exceptional in coming up with highly-delineative features for the app.
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Mobile App Design for Carpooling Platform
5.0 May 10, 2019Blue Label Labs created innovative, user-friendly designs. They offered new, creative ideas that were a significant improvement on the original rough sketches we provided.
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UX App Development for Education Startup
5.0 Jan 20, 2017I felt that they were innovative in terms of how they approached the problem, how they encouraged us to build paper prototypes, and really go through the app before we did any development. They created these insanely large screen flow maps, and we put them up on the wall.
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1 of 2 reviews are 5 stars$50,000 – $199,999 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
Recent reviews of BlueLabel highlight strong client satisfaction, particularly regarding their communication and project management. A client from Zip praised their effective design process and alignment with team values, while a manufacturing VP emphasized BlueLabel's exceptional customer service and responsiveness. The implementation of an AI digital assistant and modernization of workflows resulted in significant efficiency gains, including a 75% reduction in expert lookup time. Overall, clients express confidence in BlueLabel as a dedicated and capable partner.Was this helpful?
Industry Experience
BlueLabel demonstrates substantial expertise across diverse industries, particularly in Manufacturing, Insurance, Telecommunications, and Healthcare. Reviews highlight their strengths in developing AI-driven solutions and modernizing workflows, resulting in improved efficiency and user engagement. In Manufacturing, they effectively digitized processes and enhanced knowledge management. In Insurance, they addressed claims automation, significantly speeding up response times. Overall, client feedback indicates that BlueLabel excels in responsiveness, project management, and cultivating collaborative relationships, making them a strong candidate for technology-driven projects across various sectors.
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Information technology Healthcare Agriculture Arts, entertainment & music Other industries Wellness & Fitness Food & Beverages Retail Research Nonprofit Media Education IT Services Sports Other Industry Advertising & marketing Automotive Government Design Construction Manufacturing Insurance Software Financial servicesWas this helpful?
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UndisclosedUndisclosedFreelancer
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20% Branding20% Fractional CMO Services20% Marketing Strategy +4 services10% AI Development10% Blockchain10% Blockchain Marketing10% Digital StrategyLocated in Boulder, Colorado, MFK Communications is a small branding firm. The team offers Branding and Marketing Strategy.
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UndisclosedUndisclosedFreelancerSteamboat Springs, CO
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15% Content Marketing15% E-Commerce Development10% AI Development +7 services10% Content Writing Services10% Event Marketing10% Fractional CMO Services10% Marketing Strategy10% Social Media Marketing5% Pay Per Click5% Search Engine OptimizationEric Vlosky Consulting, a Content Marketing company, is located in Steamboat Springs, Colorado. The team specializes in Content Marketing and E-Commerce Development.
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$10,000+$25 - $49 / hr50 - 249San Francisco, CAServices provided
35% AI Development20% Custom Software Development15% AI Agents +2 services15% AI Consulting15% Generative AISee all 22 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.
Industry Experience
Azumo has demonstrated expertise across various industries, including Software, Social Networking, Financial Services, Healthcare, and Education. Reviewers consistently commend their responsiveness, quality of work, and ability to adapt to shifting project requirements. In the Software and IT Services sectors, they excel in development and project management, while in Healthcare and Financial Services, they improve system resilience and migration tasks. Overall sentiment across industries is highly positive, highlighting Azumo as a reliable partner for diverse technological needs.
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Software Social Networking Financial services Sports Healthcare Education IT Services Chemicals & Biotechnology Arts, entertainment & music Gaming Other Industry MediaWas 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
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$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.
Reviews mention Proactive
Clients have consistently highlighted WillowTree, Inc.'s proactive approach, noting their ability to identify and implement improvements to projects. One client emphasized that the team was 'proactive when they saw a way to improve our product,' showcasing their commitment to enhancing outcomes. Overall, the sentiment is highly positive, with clients appreciating their proactive communication and timely delivery, which contributed to successful project management and satisfaction with the final product.-
Mobile App Dev for Data Science Clinic
5.0 May 23, 2018They were excellent communicators. They were reactive when needed, and they were proactive when they saw a way to improve our product. They met all of our deadlines, and they ensured that we were getting their best work.
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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?
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$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 technology solutions provider specializing in mobile app development, data engineering, and AI integration. With consistently high ratings, 100% of reviews highlight their timely delivery and responsiveness. Clients commend Qubika's professionalism, technical expertise, and ability to align with client needs, establishing them as reliable partners across diverse projects.
Reviews mention Great project management
Clients consistently praised Qubika for their exceptional project management, noting their timely delivery and responsiveness. One CTO highlighted their adaptability to changing project needs and effective communication. Another client commended Qubika's organized approach, stating they consistently delivered ahead of schedule while maintaining flexibility. Overall, the sentiment across reviews indicates a strong appreciation for Qubika's ability to manage projects effectively, fostering a collaborative environment that prioritizes client goals.-
Mobile App Dev & UX/UI Design for R&D Company
5.0 Aug 30, 2024I have been very impressed with the project management. Our organization does not operate like traditional development organizations, and the team has been exceptionally responsive and adaptable to our work and communication workflows. This flexibility has been crucial in allowing us to experiment with new projects and pivot quickly. The team remained positive and unflustered, even when we frequently changed or dropped projects.
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Website & Mobile App Dev for Fitness Equipment & App Company
5.0 Aug 26, 2024The project management and account team demonstrated exceptional communication. They provided outstanding service throughout the project. The PM delivered the work on time, keeping us informed at every stage. They were proactive in addressing our needs, ensuring that any changes or concerns were swiftly communicated.
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Mobile App Dev & Code Refactoring for AI Software Provider
5.0 Aug 23, 2024Qubika’s project management has been fantastic. From the start, they set up clear communication channels and laid out realistic timelines for every part of the project. What really impressed me was their ability to stay organized while also being flexible—if something needed to change, they handled it smoothly without missing a beat.
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Bluetooth RFID Scanner Dev for Hospitality Solutions Company
5.0 Jul 25, 2024The project management from the Qubika side was great - the team met with me early on to understand what our needs were and get the initial requirements of the project. They were able to immediately assign a developer from their team to get started and we spun up the project very quickly. Cristian and the team was very flexible in getting the piece of hardware they needed to develop against and made sure it got through customs without any intervention from me.
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Staff Augmentation for Software Company
4.0 Jul 25, 2022Their project management style is good. They’re always involved in the planning process, and they communicate very well. We use Jira and GitHub for managing tasks and use Slack and Zoom for communication.
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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
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UndisclosedUndisclosedFreelancerNorth Parramatta, Australia
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15% Application Testing15% Custom Software Development10% AI Development +6 services10% Cloud Consulting & SI10% Computer Engineering10% Mobile App Development10% Product Design10% UX/UI Design10% Web DevelopmentFounded in 2017, Master Global Tech is a small custom software development company. Their services include Custom Software Development and Application Testing.
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UndisclosedUndisclosedFreelancerSanta Barbara, CA
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10% AI Development10% Branding10% Content Marketing +7 services10% Email Marketing10% Fractional CFO Services10% Fractional CMO Services10% Marketing Strategy10% Public Relations10% Search Engine Optimization10% Social Media MarketingKestrel Consultants, LLC. Is a branding firm. Located in Santa Barbara, California, the agency was established in 2023. Their services include Branding and Public Relations.
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UndisclosedUndisclosedFreelancerPalmyra, Australia
Services provided
10% AI Development10% API Development10% Application Testing +7 services10% BI & Big Data Consulting & SI10% Business Consulting10% Cloud Consulting & SI10% Custom Software Development10% DevOps Managed Services10% Digital Engineering10% E-Commerce DevelopmentHeadquartered in Palmyra, Australia, Data Breeze is a data analytics company. They focus on BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosedFreelancerLeesburg, VA
Services provided
10% AI Development10% Custom Software Development10% Email Marketing +7 services10% Mobile App Development10% Pay Per Click10% Search Engine Optimization10% Social Media Marketing10% UX/UI Design10% Video Marketing10% Web DevelopmentExponential Marketing | All American Management Group,Inc. Is a social media marketing agency. The team provides Social Media Marketing and Email Marketing, and the agency is in Leesburg, Virginia.
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UndisclosedUndisclosedFreelancer
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10% AI Development10% Branding10% Content Marketing +7 services10% Ecommerce Marketing10% Email Marketing10% Pay Per Click10% Product Design10% Search Engine Optimization10% Social Media Marketing10% Video MarketingLocated in Italy, AGB AGENCY is a small branding firm. Their services include Branding and Social Media Marketing.
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Featured
What are Featured Providers?
$10,000+$150 - $199 / hr10 - 49Webster Groves, MOServices provided
25% Custom Software Development15% AI Development15% Mobile App Development +5 services10% AI Consulting10% API Development10% Cloud Consulting & SI10% Generative AI5% AI AgentsSee all 20 projectsSketch Development is a versatile technology solutions company, known for custom software development and expertise in Agile methodologies. Garnering unanimous praise, 100% of reviewers highlight their exceptional project management, timely delivery, and high-quality outcomes. Clients appreciate their deep industry knowledge, proactive communication, and ability to exceed expectations, consistently emphasizing the value and cultural fit they bring to projects.
Reviews mention Exceeds expectations
Clients consistently express that Sketch Development exceeds their expectations in both expertise and execution. For instance, one client noted a 25% reduction in invoicing time and praised the team's depth of knowledge in implementing Jira. Another highlighted the exceptional quality of training, stating it left a lasting impact and facilitated successful Agile adoption. Overall, the feedback reflects a strong sentiment of satisfaction, with clients appreciating timely delivery, responsiveness, and the ability to meet complex project needs.-
Enterprise App Modernization for Utilities Company
5.0 Feb 25, 2026Overall, Sketch performed exceptionally well in delivering the project deliverables and exceeded expectations in both expertise and execution. Elizabeth provided outstanding insight into the effective use of Jira, offering practical, real-world guidance that helped translate the tool from a concept into a meaningful and usable workload management solution for our department. The impact of James’s training has been long-lasting. I continue to use the foundational tools and concepts he taught and frequently reference guidance and examples he shared during the week-long training session.
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Jira Implementation for Engineering Consulting Company
5.0 Mar 3, 2026Overall, Sketch Development exceeded our expectations in completing the project. We communicated via in-person meetings, virtual meetings, and email or messaging apps. They surpassed our expectations. I can't think of anything they could have done better or differently.
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Industry Experience
Sketch Development has demonstrated expertise across various industries, including Utilities, Non-profit, Healthcare, Financial Services, Insurance, Manufacturing, and Real Estate. Clients commend their deep knowledge of project management tools like Jira and Agile methodologies, resulting in improved operational efficiency and streamlined processes. Feedback highlights strengths in responsiveness, training quality, and the ability to tailor solutions to specific needs, indicating a strong fit for organizations seeking impactful technology and Agile transformations.
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Real estate Healthcare Consulting Manufacturing Medical Financial services Consumer Products Insurance Other Industry Banks Non-profit UtilitiesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praise Sketch Development for their cost-effectiveness and the value they deliver. Multiple reviews highlight that their pricing aligns well with client budgets, with one client noting, 'good value for cost.' Another stated they were impressed with the 'depth of knowledge' and 'excellent solutions' provided, which exceeded expectations. Overall, the sentiment is positive, with clients expressing satisfaction in the quality of service received relative to the investment made.Was this helpful?
More responsive than most other service providers
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$5,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
50% AI Development15% Custom Software Development15% Generative AI +4 services5% IT Staff Augmentation5% Mobile App Development5% UX/UI Design5% Web DevelopmentSee all 28 projectsPhaedra Solutions is a full-service development company offering web and mobile app development, UI/UX design, and AI integration services. The company is praised for professionalism, timely delivery, and effective communication, with 90% of reviews highlighting their project management skills. Clients appreciate their technical expertise and reliability, leading to measurable outcomes like improved system stability and faster feature deployment.
3 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, clients have consistently praised Phaedra Solutions for their professionalism, timely delivery, and effective communication. One client highlighted their ability to transform a prototype into a fully functional application, while another noted a significant reduction in bugs and improved system stability. Overall, the sentiment is overwhelmingly positive, with clients appreciating the team's responsiveness and strong project management skills, indicating a high level of satisfaction with their services.Was this helpful?
Industry Experience
Phaedra Solutions has demonstrated expertise across various industries, including Information Technology, Consumer Products & Services, Legal, Non-Profit, and Retail. Clients commend their professionalism, project management, and technical skills, highlighting successful software development, UI/UX design, and system implementations. The overall sentiment reflects high satisfaction, particularly in IT and legal sectors, suggesting they are well-suited for complex digital projects requiring robust technical solutions.
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Publishing Non-profit Software Nonprofit Legal Retail IT Services Advertising & marketing Other Industry Energy & natural resources Food & Beverages Information technology Consumer products & services Real estateWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently report that Phaedra Solutions offers excellent value for money, with many emphasizing that their pricing aligns well with project budgets. For instance, a general manager noted that their 'pricing fit our budget' and provided 'good value for the cost.' Additionally, the CEO of a legal company highlighted their 'good value for the cost' as a deciding factor for selection. Overall, the sentiment reflects satisfaction with the company's cost-effectiveness while maintaining high-quality deliverables.Was this helpful?
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$1,000+< $25 / hr10 - 49Kolkata, IndiaServices provided
40% Custom Software Development30% AI Development30% Mobile App DevelopmentSee all 52 projectsGrowth Loops Technology Private Limited is a versatile software development company specializing in mobile app development, UI/UX design, and AI systems. Receiving overwhelmingly positive feedback, with 100% satisfaction from clients, reviewers consistently commend the company's technical expertise, efficient project management, and commitment to client needs, noting that 70% of clients specifically praise their ability to deliver innovative solutions within budget.
Industry Experience
Growth Loops Technology Private Limited has demonstrated significant expertise across various industries, including Insurance, Financial Services, IT Services, Software, Healthcare, Telecommunications, and Advertising & Marketing. Clients commend their strong project management, technical proficiency, and responsiveness, resulting in enhanced user engagement and productivity. Positive sentiments highlight their innovative solutions, budget-friendly pricing, and ability to foresee client needs, establishing them as a reliable partner for organizations seeking effective software and app development.
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Insurance Software IT Services Financial services Social Networking Other industries Manufacturing Advertising & marketing Healthcare Construction Real estate Consulting Business services TelecommunicationsWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Growth Loops Technology Pvt Ltd's competitive pricing and excellent value for money. Feedback indicates that their cost aligns well with client budgets, with one CEO noting, "Good value for cost" and another stating, "Pricing fit our budget." Overall sentiment reflects satisfaction with the quality of services delivered relative to the price, with multiple reviews praising the company's ability to meet and exceed expectations without compromising on quality.Was this helpful?
More responsive than most other service providers
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UndisclosedUndisclosedFreelancerMiddletown Township, NJ
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20% Search Engine Optimization10% AI Development10% Advertising +6 services10% Digital Strategy10% Email Marketing10% Pay Per Click10% Social Media Marketing10% Video Marketing10% Web DesignMILE Social, a SEO agency, was established in 2015. The company focuses on Search Engine Optimization and Advertising, and is small.
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UndisclosedUndisclosedFreelancer
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10% AI Development10% Branding10% Content Marketing +7 services10% Conversion Optimization10% E-Commerce Development10% Email Marketing10% Pay Per Click10% Search Engine Optimization10% Web Design10% Web DevelopmentI DIGIT GROUP is a branding firm. Founded in 2013, the team focuses on Branding and Content Marketing.
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$10,000+< $25 / hr50 - 249New Delhi, IndiaServices provided
50% AI Development25% Custom Software Development25% Mobile App DevelopmentSee all 64 projectsTechnoYuga Soft Pvt. Ltd. is a versatile software development company specializing in mobile and web application development, with additional expertise in AI and UI/UX design. The company consistently receives positive feedback, with approximately 100% of reviewers highlighting their professional project management and ability to deliver tailored, scalable solutions on time. Clients frequently commend their deep understanding of client requirements and their capacity to exceed expectations.
Reviews mention Puts the customer first
The feedback highlights TechnoYuga Soft Pvt. Ltd.'s strong customer-first approach, with clients noting their 100% customer focus and dedication. One client emphasized their impressive culture, flexibility, and exceptional customer service, stating, 'They were a great company that was 100% customer-focused.' Overall, the sentiment reflects a high level of satisfaction regarding their responsiveness to client needs and commitment to delivering quality results.-
Mobile App Dev for Fashion Repair Marketplace
4.5 Jul 5, 2024They were a great company that was 100% customer-focused. Their culture and hard work was a great fit for what we were looking for and the quality was good as well. The company's dedication and customer service were most impressive, reflecting their customer focus and flexibility.
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1 of 1 reviews is 5 stars$50,000 – $199,999 avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
In recent reviews, clients commend TechnoYuga Soft Pvt. Ltd. for their professionalism, effective project management, and the delivery of high-quality solutions. One client noted the development of a user-friendly financial dashboard that significantly improved reporting accuracy and decision-making efficiency. Another highlighted the company's adaptability and commitment to exceeding expectations. Overall, the sentiment is highly positive, with clients appreciating the value for cost and the alignment of company values.Was this helpful?
More responsive than most other service providers
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$25,000+$50 - $99 / hr50 - 249L'viv, UkraineServices provided
35% Web Development25% AI Development15% Mobile App Development +4 services10% Blockchain10% Custom Software Development3% AI Consulting2% IT Strategy ConsultingSee all 46 projectsS-PRO is a software development company specializing in custom software solutions, mobile and web applications, and integration of modern technologies like blockchain and fintech platforms. Reviews indicate a highly satisfied clientele, with 100% positive feedback highlighting their flexibility, professionalism, and exceptional project management skills. Around 90% of reviewers commend their adaptability to specific client needs and their robust communication, even amidst challenging circumstances such as the geopolitical situation in Ukraine.
Reviews mention Knowledgeable
Clients have consistently praised S-PRO for their extensive knowledge and expertise. One client highlighted the 'extremely knowledgeable' CTO who provided valuable insights during the project, significantly enhancing the software architecture. Another noted the team's 'vast technical knowledge' and their ability to translate ideas into reality effectively. Overall, the sentiment regarding S-PRO's knowledge is overwhelmingly positive, with clients expressing confidence in their capabilities and valuing their input throughout the development process.-
Web App Dev for Digital Asset Management Company
5.0 Mar 16, 2021Our team was very impressed with the senior management attention we got from their CTO. He takes the time to talk to us and review our ideas. He’s a very high-ranking senior executive who is extremely knowledgeable. He was one of the reasons we actually went with S-PRO.
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Python Web App Dev for StartUp
5.0 Jul 6, 2017As a partner, S-PRO is professional, skilled, and knowledgeable. They have a great attitude and have made delivering easier.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Overall, clients consistently praised S-PRO for their competitive pricing relative to the value provided. For instance, one client noted they received 'good value for cost,' while another emphasized that S-PRO delivered 'everything on time and in budget.' Clients appreciated the transparency and responsiveness of the team, which enhanced their project management experience. However, some feedback suggested that while costs were justifiable, there were occasional concerns about communication and project management efficiency, indicating room for improvement in these areas.Was this helpful?
More responsive than most other service providers
Get in TouchS-PRO is very responsive
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$25,000+$25 - $49 / hr250 - 999Dallas, TXServices provided
50% AI Development20% Custom Software Development20% IT Staff Augmentation +1 service10% Cloud Consulting & SISee all 53 projectsCodeNinja is a versatile software development company offering services including AI integration, custom SaaS solutions, enterprise web development, and staff augmentation. Their client feedback is overwhelmingly positive, with approximately 95% of reviews praising their project management, responsiveness, and alignment with business needs. Clients appreciate their ability to deliver innovative, user-friendly solutions on time and within budget, making them a reliable development partner.
Reviews mention Efficient
Clients have consistently praised CodeNinja for their efficiency in project management and delivery. The team demonstrated exceptional responsiveness, adhering to timelines and addressing client needs promptly. For instance, one client noted that CodeNinja's project management was exemplary, with all items delivered on time and clear communication maintained throughout. Another client highlighted their cooperative management style, effectively accommodating new demands during the project. Overall, the sentiment reflects a strong appreciation for CodeNinja's efficient service and operational excellence.-
Web Dev, UX/UI Design & SMM for Multisector Holding Company
5.0 Jun 25, 2024The efforts by the CodeNinja experts has enhanced our digital presence, improved operational efficiency, and strengthened our market position, contributing to our overall business growth and success. The measurable outcomes that demonstrated progress and success included: Efficient User Management: The admin panel allowed for better user monitoring and management. This resulted in streamlined operations, reduced administrative overhead, and improved data accuracy and security. CodeNinja's project management was exemplary. They consistently delivered all items on time and demonstrated a proactive approach in responding to our needs. Their team maintained clear communication throughout the project, quickly addressing any concerns and adapting to our requirements efficiently.
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Industry Experience
CodeNinja has garnered positive feedback across various industries, including Energy & Natural Resources, Financial Services, Banking, Education, and Retail. Clients commend their expertise in developing user-friendly applications, integrating AI solutions, and delivering projects on time. In the Energy sector, they excel in creating sustainability-focused platforms. In Financial Services and Banking, they demonstrate strong capabilities in compliance and data management. Their strong project management and responsiveness resonate well in all sectors, making them a reliable partner for clients seeking innovative tech solutions.
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Education IT Services Consulting Business services Retail Information technology Advertising & marketing Automotive Manufacturing Construction Software Food & Beverages Logistics & Supply Chain Healthcare Sports Hospitality & leisure Nonprofit Arts, entertainment & music Consumer Products Banks Financial services Energy & natural resourcesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight CodeNinja's competitive pricing and overall value for money. For instance, one CEO noted that their pricing fit their budget and aligned with their project goals, while another client emphasized the good value for cost. Feedback reflects a strong sentiment that CodeNinja delivers high-quality solutions within budget constraints, often exceeding expectations in project delivery and responsiveness, contributing to their reputation as a reliable partner in various sectors.Was this helpful?
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UndisclosedUndisclosedFreelancerHopkins, MN
Services provided
20% Branding10% AI Development10% Content Marketing +7 services10% E-Commerce Development10% Graphic Design10% Search Engine Optimization10% UX/UI Design10% Web Development5% Logo5% Packaging DesignPower of the Web is a small branding agency based in Hopkins, Minnesota. The team specializes in Branding and Content Marketing.
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UndisclosedUndisclosedFreelancerDover, DE
Services provided
10% AI Development10% Advertising10% CRM Consulting and SI +7 services10% Content Marketing10% Ecommerce Marketing10% Email Marketing10% SMS Marketing10% Search Engine Optimization10% Social Media Marketing10% Video MarketingSudden Impact Agency is an Advertising company. Their small team is located in Dover, Delaware. Their services include Advertising and Social Media Marketing.
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$10,000+$25 - $49 / hr50 - 249Sahibzada Ajit Singh Nagar, IndiaServices provided
30% AI Development10% AI Agents10% AI Consulting +7 services10% Custom Software Development10% Generative AI10% Mobile App Development5% AR/VR Development5% Cloud Consulting & SI5% IoT Development5% Web DevelopmentSee all 132 projectsTrigma is a versatile technology solutions provider specializing in AI integration, software development, and digital transformation services. The company is highly regarded for its technical expertise and project management skills, with 100% of reviewers highlighting their timely delivery and effective communication. Positive feedback frequently mentions their innovative approach and ability to tailor solutions to specific business needs, making them a reliable partner for complex projects.
3 of 3 reviews are 5 stars$10,000 – $49,000 avg. project costRead 3 Recent ReviewsReviewed 3 times in the past 6 months
Over the past six months, clients have expressed high satisfaction with Trigma's services, particularly highlighting their expertise in AI integration and project management. One CEO praised Trigma for delivering a fully functional learning platform, noting its user-friendly design and seamless operations. Another client reported significant improvements in efficiency following an AI-driven solution implementation. Overall, feedback emphasizes the team's responsiveness, technical skills, and commitment to client success, with no notable areas for improvement identified.Was this helpful?
Industry Experience
Trigma has demonstrated strong capabilities across various industries, including Information Technology, Manufacturing, Financial Services, and Education. Clients praised their expertise in AI integration, custom software development, and project management, noting enhanced operational efficiency and effective communication. In the IT sector, they excelled in web and mobile applications, while in Manufacturing, they streamlined workflows with tailored ERP solutions. Sentiment remains highly positive overall, indicating that Trigma is well-suited for projects requiring innovative technology solutions across these sectors.
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Media Advertising & marketing Information technology Nonprofit Utilities Other Industry Real estate Software Financial services IT Services Healthcare Business services Food & Beverages Sports Automotive Retail Arts, entertainment & music Government Publishing Consumer Products Hospitality & leisure Manufacturing EducationWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Trigma's strong value for money, with many noting that their pricing fit within budget while delivering high-quality solutions. One client emphasized choosing Trigma for their 'good value for cost,' while another mentioned 'excellent support' at a reasonable price. Overall, feedback indicates a positive sentiment regarding the cost-effectiveness of Trigma's services, with clients appreciating the balance between affordability and quality.Was this helpful?
More responsive than most other service providers
Get in TouchTrigma is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
$25,000+$50 - $99 / hr50 - 249Fornebu, NorwayServices provided
25% Mobile App Development25% Web Development20% Custom Software Development +2 services20% IoT Development10% AI DevelopmentSee all 15 projectsLANARS is a full-service technology company specializing in software development, mobile app creation, and web solutions. Based on the reviews, LANARS is praised for its reliability, flexibility, and high-quality outputs, with 100% of reviewers expressing satisfaction in project management and communication. Several clients highlighted their impressive ability to adapt to changing scopes and maintain timelines, along with exceptional technical expertise and dedication to client needs, even during challenging circumstances.
2 of 2 reviews are 5 stars$50,000 – $199,999 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
Over the past six months, client feedback on LANARS has been overwhelmingly positive. Clients praised their reliability and flexibility, noting successful project outcomes such as a 37% increase in conversion rates and significant improvements in inspection processes. One client highlighted LANARS' ability to adapt to scope changes while maintaining deadlines. While some suggested enhancements in communication, overall sentiment reflects satisfaction with LANARS' skill set and professionalism in project execution.Was this helpful?
Industry Experience
LANARS has demonstrated strong expertise across various industries, including construction, manufacturing, information technology, financial services, and business services. Clients have praised their ability to deliver tailored solutions, such as mobile and web applications, with a focus on user experience and technical robustness. Overall sentiment is highly positive, highlighting their effective communication, project management, and adaptability. Industries such as IT and financial services show particular strength, making LANARS a suitable choice for clients seeking reliable development partnerships.
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Manufacturing IT Services Financial services Business services Construction Information technologyWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently express satisfaction with LANARS' cost and value for money. Many reviewers noted that LANARS provided high-quality work that justified their pricing, with one client stating, "their pricing fit our budget, and they offered good value for the cost." Another remarked on their honesty regarding estimates, stating, "they gave us a very good quote in the beginning to compete with other agencies." Overall, the sentiment reflects that LANARS delivers significant value relative to their pricing.Was this helpful?
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$25,000+$25 - $49 / hr50 - 249L'viv, UkraineServices provided
25% Custom Software Development20% AI Development15% Web Development +4 services10% AI Agents10% Cloud Consulting & SI10% Generative AI10% Mobile App DevelopmentSee all 54 projectsLeobit is a software development company specializing in web and mobile applications, custom software solutions, and digital transformation projects. Reviews indicate a 100% satisfaction rate, highlighting their technical expertise, proactive project management, and strong communication skills. Clients commend Leobit for consistently delivering high-quality work on time and within budget, with an emphasis on innovation and value alignment.
Reviews mention Professional
Client feedback highlights Leobit's professionalism, with multiple reviews emphasizing their responsive and dedicated approach. One client noted, "They were very responsive and attuned to what we needed," while another stated that the team was "super professional and agile." Overall sentiment reflects a strong appreciation for their work ethic and communication skills, with clients expressing satisfaction in project management and timely delivery, reinforcing the notion that Leobit operates with a high level of professionalism.-
Front- & Backend Dev for Insurance MLOps Software Company
5.0 May 7, 2024They were super professional and agile. The range of skills from UI to development and their flexibility were impressive. They structured everything well through product management.
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Custom Software Development Outsourcing for Bail Loan Firm
5.0 Jan 19, 2021Leobit communicates well. They have really nice English skills, and they are always very polite and friendly. They’re available whenever I need to discuss something with them. Everything is done in a really professional manner.
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Development of Applicant Tracking System
5.0 Jun 24, 2019Leobit is professional and responsive. They’re dedicated to doing the right thing for us. They began by drilling down on our requirements. The first few weeks were very iterative; they clarified and made sure they understood the requirements.
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Website & App Development for Media Company
5.0 Apr 19, 2019Leobit has been professional to work with. We primarily communicate through phone calls, email, and Skype. Whenever there are issues, they collaborate effectively to find a solution.
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Full Stack Development for Media System
5.0 Oct 10, 2018The key to our collaboration is our mutual passion and professionalism. Putting extensive effort into setting up the communication pipelines and workflow was necessary and has paid off. I most appreciated Leobit’s skills, friendliness, and professionalism.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently express satisfaction with Leobit's cost-effectiveness and value for money. For instance, one client highlighted that Leobit's pricing aligned well with their budget while delivering high-quality results, stating they received 'good value for cost.' Another noted that the team provided several cost optimization options tailored to their non-profit budget. Overall, feedback emphasizes that Leobit offers competitive pricing without compromising on quality, making them a reliable choice for various projects.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?
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UndisclosedUndisclosedFreelancerWest Hartford, CT
Services provided
10% AI Development10% Business Consulting10% E-Commerce Development +7 services10% Email Marketing10% Sales Outsourcing10% Search Engine Optimization10% Social Media Marketing10% Video Marketing10% Video Production10% Web DesignBased in West Hartford, Connecticut, 2matic Interactive is a social media marketing agency. They offer Social Media Marketing and Email Marketing.
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Focus (x-axis)
Focus accounts for a company’s specialization within a certain service.
Ability to Deliver (y-axis)
Ability to Deliver considers three criteria:
- Client feedback and reviews
- Work experience and previous projects
- Market presence and reputation in the industry
List of the Best Artificial Intelligence Companies
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$25,000+< $25 / hr250 - 999Gurugram, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% AI Development50% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
80% AI Development20% 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
60% AI Development40% 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 -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
39.3/40.019.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$50,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
39.1/40.019.2/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
65% AI Development35% Other -
$5,000+$25 - $49 / hr10 - 49
Ability to deliver
39.1/40.019.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
60% AI Development40% Other -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
39/40.019.6/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
35% AI Development65% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$25 - $49 / hr250 - 999White Plains, NY
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% 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 -
$10,000+$25 - $49 / hr250 - 999Rzeszów, Poland
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
30% AI Development70% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.5/40.018.6/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development30% Other -
$5,000+$50 - $99 / hr10 - 49San Diego, CA
Ability to deliver
38.5/40.019.6/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% AI Development30% Other -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
39.3/40.019.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other -
$5,000+$25 - $49 / hr50 - 249Miami, FL
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% AI Development50% Other -
$25,000+$25 - $49 / hr250 - 999Dallas, TX
Ability to deliver
38.2/40.019.8/20 Reviews10/10 Clients & Experience8.4/10 Market PresenceService focus
50% AI Development50% Other -
$50,000+$50 - $99 / hr250 - 999London, England
Ability to deliver
38.1/40.018.8/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
60% AI Development40% Other -
$10,000+$50 - $99 / hr50 - 249Toronto, Canada
Ability to deliver
39.1/40.019.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
45% AI Development55% Other -
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FL
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
20% AI Development80% Other -
$25,000+$50 - $99 / hr250 - 999Wrocław, Poland
Ability to deliver
37.9/40.018.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$5,000+$25 - $49 / hr250 - 999Frisco, TX
Ability to deliver
37.9/40.018.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
50% AI Development50% Other -
$10,000+$50 - $99 / hr10 - 49Kyiv, Ukraine
Ability to deliver
37.8/40.018.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$25 - $49 / hr50 - 249Sarasota, FL
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$50,000+$150 - $199 / hr50 - 249Montréal, Canada
Ability to deliver
39.7/40.020/20 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 - 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 -
$50,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
39.6/40.019.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
40% AI Development60% 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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Artificial Intelligence Development Company FAQs
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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