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Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, United Kingdom, or Canada to find an expert in your area. Or check out AI agent development companies to start automating and streamlining even further.
Ratings Updated: December 26, 2025
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15 Leaders 15 Contenders

17,866 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 82 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    10% AI Development
    10% CRM Consulting and SI
    10% Cloud Consulting & SI +7 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ECM Consulting and SI
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development
    10% Unified Communications Consulting & SI

    Simform 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.

    See all 82 projects
    7 of 10 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 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.
    Read 10 Recent Reviews

    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.

    Read All Reviews

    Select Industry to see insights

    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 services

    Average Project Cost Breakdown

    $50,000 to $199,999 (20) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (2)

    What 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.
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    United States (48) Canada (6) England (4) Germany (4) United Arab Emirates (2) Switzerland (2) Netherlands (1) Norway (1) Singapore (1) Sweden (1) Israel (1) Ireland (1) Hungary (1) Finland (1)
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    Innowise Logotype

    Innowise

    4.9 72 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    1,000 - 9,999
    Warszawa, Poland

    Services provided

    10% AI Development
    10% AR/VR Development
    10% Blockchain +7 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% Enterprise App Modernization
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    Innowise 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.

    See all 72 projects

    Reviews mention Passionate about their work

    Clients consistently highlight Innowise Group's passion for their work, noting their deep expertise and genuine interest in project success. The CTO of Vitreus praised their 'depth of expertise and passion for their customers,' while another CIO commended the team's 'work ethic and attitude,' describing their genuine interest in the project. Overall, feedback reflects a strong sentiment of appreciation for Innowise Group's commitment and enthusiasm, contributing to effective collaborations and successful project outcomes.
    • MVP Development & DevOps for Blockchain Platform
      5.0 Sep 13, 2023

      What did you find most impressive or unique about this company? Depth of expertise and passion for their customers.

      Read Full Review
    • Staff Augmentation for Building Materials & Equipment Company
      4.5 May 11, 2022

      What did you find most impressive or unique about this company? They have a unique work style, communication skills, and a passion for what they do.

      Read Full Review
    Read All Reviews

    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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    Select Industry to see insights

    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 Education

    Average Project Cost Breakdown

    $10,000 to $49,000 (24) $50,000 to $199,999 (17) $200,000 to $999,999 (10) Less than $10,000 (1)

    What Clients Have Said

    Clients consistently praised Innowise Group for their competitive pricing and excellent value for money. Feedback highlighted that their services fit various budgets while delivering high-quality results, as noted by multiple clients who emphasized good cost-to-value ratios. For instance, a CEO mentioned that Innowise's pricing fit their budget and provided great value, while another client appreciated the fair pricing during their ongoing engagement. Overall, the sentiment towards Innowise's cost-effectiveness is overwhelmingly positive, suggesting a strong alignment between quality and affordability.
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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)
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    BlueLabel Logotype

    BlueLabel

    4.7 67 reviews
    Premier Verified
    $75,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Services provided

    25% AI Consulting
    25% Generative AI
    20% AI Development +3 services
    10% Mobile App Development
    10% Product Design
    10% Web Design

    BlueLabel 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.

    See all 67 projects

    Reviews mention Unique expertise

    Clients have consistently commended BlueLabel for their unique expertise in mobile app development, particularly in Android architecture and project management. One client highlighted the mentorship provided by their lead developer, which enhanced their team's capabilities. Another noted BlueLabel's holistic approach and breadth of expertise as key differentiators, contributing significantly to project success. Overall, the sentiment regarding their unique expertise is overwhelmingly positive, with clients expressing satisfaction and appreciation for the value added throughout their collaborations.
    • App Refactoring & Features Dev for Navigation App Company
      5.0 Sep 13, 2024

      Blue Label's skilled Android developer not only contributed to our project, but made a substantial impact in our future by providing useful mentorship to our team in their area of expertise. This set us up on the right foot both with work completed, our app architecture and our processes for moving forward after contract completion.

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    • Game Development for Nonprofit Organization
      5.0 May 18, 2022

      The most impressive aspect of Blue Label was their ability to understand the nuance of our industry and try to expand and develop the world to as real of a situation as possible.

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    • Mobile App Dev for Mobile Game Development Company
      4.5 May 2, 2018

      Blue Label made clear that they were invested in this idea. Throughout the project, they brought on and consulted a variety of resources that added tremendous value. Their breadth of expertise makes them a unique and valuable partner.

      Read Full Review
    • Mobile App Development for Sports Fan Platform
      5.0 May 4, 2016

      Their technical expertise is also something that really sets them apart. There was never a time that they couldn't do something that we suggested. They told us that the sky is the limit, and they proved it.

      Read Full Review
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    1 of 2 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 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.
    Read 2 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (24) $200,000 to $999,999 (18) $10,000 to $49,000 (16) $1,000,000 to $9,999,999 (2)

    What 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.
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    United States (64) Thailand (1) United Arab Emirates (1)
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  • jfd,kfd, Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Lahore, Pakistan

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2 services
    20% Web Design
    20% Web Development

    Jfd,kfd, is a web design company. Headquartered in Lahore, Pakistan, the firm was established in 2024. Their team provides Web Design and Custom Software Development.

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  • ZAMH Technologies LLC Logotype

    5.0 1 review
    $10,000+
    $100 - $149 / hr
    10 - 49
    New York, NY

    Services provided

    20% AI Development
    20% Mobile App Development
    20% UX/UI Design +3 services
    20% Web Development
    10% AR/VR Development
    10% Custom Software Development

    ZAMH Technologies LLC specializes in web and app development, exemplified by their work on a driving navigation app for SoLoVision LLC. Reviews highlight their strong project management, adherence to timelines, and customer-centric approach. While their innovation and reliability are praised, suggestions for enhanced communication documentation and streamlined change management processes were noted for future improvements.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 21 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

    30% AI Development
    30% Custom Software Development
    15% BI & Big Data Consulting & SI +2 services
    15% Mobile App Development
    10% IT Staff Augmentation

    Azumo 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.

    See all 21 projects

    Reviews mention Unique expertise

    Azumo is highly regarded for its unique expertise in developing advanced technical solutions, particularly in AI/ML and blockchain. Clients commend their ability to meet high internal standards, as noted by the CEO of Stovell AI Systems, who highlighted Azumo's dependable quality and clear communication. Similarly, the CTO of Big Run Studios emphasized their strong technical capabilities and collaborative approach, reinforcing Azumo's position as a valuable partner in complex projects.
    • Architectural Designs for Blockchain Company
      5.0 Feb 15, 2022

      Their professionalism and honesty throughout the project were outstanding; they never tried to push particular solutions. Also, they were patient in explaining everything to us — we don’t have a technical background, so they translated all of our requirements into technical concepts.

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    • Data Strategy & Analytics for Mobile Game Company
      5.0 Feb 7, 2022

      The people are great, simple as that. Again, I sought out Azumo having worked with JP at a previous company (NCSOFT), so I knew his team would be a good tech and culture fit for what we were doing at Big Run. They are all great to work with and excellent at their jobs.

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    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 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.
    Read 1 Recent Review

    Average Project Cost Breakdown

    $50,000 to $199,999 (5) Less than $10,000 (3) $10,000 to $49,000 (2) $200,000 to $999,999 (1)

    What 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.
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    United States (17) Canada (2) Mexico (1)
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    TELUS Digital Logotype

    TELUS Digital

    4.9 25 reviews
    Verified
    $50,000+
    $100 - $149 / hr
    10,000+
    Charlottesville, VA

    Services provided

    25% Generative AI
    15% AI Development
    15% Mobile App Development +4 services
    15% Web Development
    10% AI Agents
    10% Marketing Strategy
    10% UX/UI Design

    TELUS 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.

    See all 25 projects

    Reviews mention Communicative

    The overall sentiment regarding communication with WillowTree® is highly positive. Clients consistently praised their responsiveness and proactive engagement. For instance, one client noted that their communication skills were 'fantastic,' facilitated through a dedicated Slack channel and regular meetings. Another client appreciated their 'stellar' communication, which contributed to effective project management. Overall, clients expressed confidence in WillowTree®'s transparency and timely updates, enhancing their collaboration experience.
    • Web Dev Audit & Advising for Furniture Retailer
      5.0 Feb 25, 2020

      Their communication skills are fantastic. We set up a Slack channel with them where our engineers could interact and ask questions directly, which was really effective. On top of that, we set up weekly or bi-weekly meetings to go over updates that could be fixed more quickly or would influence how their work progressed.

      Read Full Review
    • Web Dev Audit & Advising for Furniture Retailer
      5.0 Feb 25, 2020

      This ties into their communication, but the transparency throughout their work was something I really appreciated. They would always let us know when things were going to take longer or if they had run into any roadblocks. Their transparency helped us to be incredibly confident that they were doing their best work for us at all times.

      Read Full Review
    • Mobile App Dev for Data Science Clinic
      5.0 May 23, 2018

      They 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.

      Read Full Review
    • Software Consulting for Environmental Nonprofit
      4.5 Apr 13, 2020

      They were very responsive and interested in the work. The team was on-time and on-task with all of their projections. Additionally, their communication was stellar.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

    $200,000 to $999,999 (10) $50,000 to $199,999 (7) $1,000,000 to $9,999,999 (2) $10,000,000 + (1)

    What 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.
    Read All Reviews

    More responsive than most other service providers

    TELUS Digital is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

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    United States (23) Canada (1)
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    Vention Logotype

    Vention

    4.9 98 reviews
    Premier Verified
    $25,000+
    $50 - $99 / hr
    1,000 - 9,999
    New York, NY

    Services provided

    30% Custom Software Development
    10% AI Agents
    10% AI Development +5 services
    10% AR/VR Development
    10% Blockchain
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    Vention 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.

    See all 98 projects
    1 of 3 reviews are 5 stars
    Unknown avg. project cost

    Reviewed 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.
    Read 3 Recent Reviews

    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.

    Read All Reviews

    Select Industry to see insights

    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 Industry

    View projects from:

    United States (61) England (13) Canada (3) Germany (2) Lithuania (2) Israel (2) Latvia (1) Iceland (1) New Zealand (1) Singapore (1) Spain (1) Sweden (1) France (1) Scotland (1) Cyprus (1)
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  • The AM3 Group Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    50 - 249
    Hattiesburg, MS

    Services provided

    20% AI Development
    20% IT Staff Augmentation
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    The AM3 Group, an user experience company, is headquartered in Hattiesburg, Mississippi and Indore, India. The team specializes in UX/UI Design and IT staff augmentation.

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  • Auriva Infotech Logotype

    Auriva Infotech

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    50% Web Development
    20% Custom Software Development
    10% AI Development +2 services
    10% API Development
    10% Enterprise App Modernization

    Auriva Infotech is a website development firm. Launched in 2022, their team specializes in Web Development and Custom Software Development.

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  • Teleglobals International Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    50 - 249
    Pune, India

    Services provided

    30% Cloud Consulting & SI
    20% DevOps Managed Services
    20% Generative AI +2 services
    20% IT Managed Services
    10% Cybersecurity

    Teleglobals International is a Pune, India-based cloud consulting & SI company. Launched in 2016, the team provides cloud consulting & SI and IT managed services.

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  • Redsky Software WLL Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Sanabis, Bahrain

    Services provided

    20% AI Development
    20% Blockchain
    20% E-Commerce Development +2 services
    20% Mobile App Development
    20% Web Development

    Redsky Software WLL is a website development firm. The team focuses on Web Development and Mobile App Development, and the company is headquartered in Sanabis, Bahrain.

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  • Corner Stone Solutions Logotype

    Not yet reviewed

    $50,000+
    < $25 / hr
    10 - 49
    Indore, India

    Services provided

    31% AI Development
    28% Custom Software Development
    20% E-Commerce Development +2 services
    11% Mobile App Development
    10% Web Development

    Corner Stone Solutions, an artificial intelligence company, was established in 2010. The team provides Artificial Intelligence and Custom Software Development.

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  • Featured

    What are Featured Providers?

    Qubika Logotype

    Qubika

    4.9 61 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Services provided

    40% AI Development
    30% Cloud Consulting & SI
    15% Mobile App Development +1 service
    15% UX/UI Design

    Qubika 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.

    See all 61 projects

    Reviews mention Results-oriented

    Clients have expressed a strong sentiment of being results-oriented regarding Moove-it's work. One client noted that Moove-it consistently met high standards of product quality, transforming vague ideas into successful outcomes. Additionally, the client appreciated the team's genuine investment in the project's success, likening their involvement to that of part-owners. The collaborative approach and commitment to achieving goals were highlighted as key strengths, further solidifying Moove-it's reputation for delivering effective solutions.
    • Web & App Dev for Apartment Concierge Platform
      5.0 Oct 18, 2018

      They took ownership of the project and made sure it was a success. That's something you don't see often from a contractor. They're still part of our team.

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    1 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 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.
    Read 2 Recent Reviews

    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.

    Read All Reviews

    Select Industry to see insights

    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 Services

    More responsive than most other service providers

    Qubika is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
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    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 24 reviews
    Premier Verified
    $1,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    25% AI Development
    25% Custom Software Development
    20% Generative AI +3 services
    10% AI Consulting
    10% IT Staff Augmentation
    10% UX/UI Design

    Phaedra 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.

    See all 24 projects

    Reviews mention Proactive

    Clients consistently highlight Phaedra Solutions' proactive approach, noting their ability to deliver ahead of deadlines and provide valuable suggestions for improvement. One client praised their project leader as 'the best' for ensuring transparency and availability, while another emphasized their excellent project management and responsiveness to evolving needs. Overall, feedback reflects a strong sentiment of satisfaction with Phaedra Solutions' proactive engagement, which significantly contributes to project success.
    • Development Support for Web Development Company
      5.0 Feb 1, 2022

      He always provided brilliant ideas whether we are creating a feature or it's improving the existing one. His planning & risk analysis skills are top notch which were highly beneficial for the project/platform growth. Phaedra Solutions' team doesn't just do the work required, they provide feedback and suggestions to improve the entire platform.

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    • UX/UI Design for AI-Powered Platform
      5.0 Jun 28, 2025

      Phaedra demonstrated excellent project management throughout. They delivered all milestones on time and were highly responsive to our feedback and evolving needs. Communication was clear and proactive, making the entire collaboration smooth and efficient.

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    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.

    Read All Reviews

    Select Industry to see insights

    Publishing Non-profit Software Nonprofit Legal Retail IT Services Advertising & marketing Other Industry Energy & natural resources Food & Beverages

    More responsive than most other service providers

    Phaedra Solutions is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

    View projects from:

    United States (9) United Arab Emirates (3) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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    LANARS Logotype

    LANARS

    5.0 14 reviews
    $25,000+
    $50 - $99 / hr
    50 - 249
    Fornebu, Norway

    Services provided

    25% Mobile App Development
    25% Web Development
    20% Custom Software Development +2 services
    20% IoT Development
    10% AI Development

    LANARS 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.

    See all 14 projects

    Reviews mention Hard working

    Clients have consistently praised LANARS for their hard work and dedication, emphasizing their ability to accommodate specific requests and deliver results efficiently. One client noted, 'They've worked so hard to accommodate all our wishes when it comes to both functionality and design,' highlighting their commitment to meeting client needs. Overall, the sentiment reflects a strong appreciation for LANARS' diligent efforts and effective project management.
    • Torque Reporting Mobile App for Manufacturing Company
      5.0 Jul 22, 2022

      Timeline - they put several personnel on a large job, and completed it in the midst of the Russian invasion. I have gained a tremendous respect for their commitment to their work and their customers. Frankly, I don't know how they managed to complete such high quality work in the midst of an invasion of their country.

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    • Web Development for Baby Product Testing
      5.0 Jul 4, 2019

      We would never be where we are today if it was not for LANARS. They've worked so hard to accommodate all our wishes when it comes to both functionality and design. They work fast, structured, and are not too pricy.

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    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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    Select Industry to see insights

    Manufacturing IT Services Information technology Financial services Business services Construction

    Average Project Cost Breakdown

    $10,000 to $49,000 (3) $50,000 to $199,999 (3) Less than $10,000 (2) $200,000 to $999,999 (1)

    What 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.
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    View projects from:

    Norway (4) United States (2) Australia (1) Canada (1) Germany (1)
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  • Keepler Logotype

    Not yet reviewed

    $50,000+
    $50 - $99 / hr
    50 - 249
    Madrid, Spain

    Services provided

    40% Custom Software Development
    25% Cloud Consulting & SI
    20% AI Development +1 service
    15% BI & Big Data Consulting & SI

    Keepler, a software development firm, is in Madrid, Spain and Frankfurt am Main, Germany. Launched in 2018, the team focuses on Custom Software Development and cloud consulting & SI.

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  • Web Werks Data Centers Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    1,000 - 9,999
    Navi Mumbai, India

    Services provided

    20% ERP Consulting and SI
    10% AI Development
    10% BI & Big Data Consulting & SI +6 services
    10% Cloud Consulting & SI
    10% Cybersecurity
    10% ECM Consulting and SI
    10% IT Managed Services
    10% IT Strategy Consulting
    10% IoT Development

    ERP consulting and SI company Web Werks Data Centers was launched in 1996. The team focuses on ERP consulting and SI and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Krazimo Logotype

    Krazimo

    5.0 8 reviews
    Premier Verified
    $50,000+
    $50 - $99 / hr
    10 - 49
    Bengaluru, India

    Services provided

    35% AI Development
    25% Generative AI
    10% AI Consulting +3 services
    10% API Development
    10% Microservices Architecture Services
    10% Web Development

    Krazimo 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.

    See all 8 projects

    Reviews mention Adaptable

    Clients have expressed a high level of satisfaction with Krazimo's adaptability, particularly highlighting their team's ability to quickly adjust to new information in niche areas. One client noted their impressive capacity to leverage unfamiliar concepts to create effective execution plans. Overall, the sentiment surrounding Krazimo's adaptability is overwhelmingly positive, with clients appreciating their responsiveness and proactive approach throughout the project.
    • AI Dev & Blockchain Services for IT Development Consultancy
      5.0 Aug 5, 2025

      The ability of the team to quickly adapt to new information in niche areas they have not yet been exposed to and leverage this to build a meaningful execution plan.

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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 Reviews

    Select Industry to see insights

    Information technology Education Research Software

    More responsive than most other service providers

    Krazimo is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

    View projects from:

    United States (3) Canada (1) India (1) Latvia (1) Singapore (1)
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    Imobisoft Logotype

    Imobisoft

    4.8 20 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    10 - 49
    Coventry , England

    Services provided

    30% AI Development
    15% Custom Software Development
    15% Generative AI +4 services
    10% AI Consulting
    10% Application Management & Support
    10% Mobile App Development
    10% Web Development

    Imobisoft 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.

    See all 20 projects

    Reviews mention Reasonable pricing

    Clients consistently highlight Imobisoft's reasonable pricing as a significant advantage. One client noted their rates were competitive compared to other firms, stating, 'Imobisoft’s prices were very competitive,' which made their services attractive. Another client emphasized that hiring Imobisoft saved them considerable costs compared to internal hires, asserting, 'The product would have cost us a lot more if we had hired people internally.' Overall, the sentiment regarding pricing is overwhelmingly positive, reinforcing their value proposition.
    • AWS Cloud Migration for FinTech Integrations Company
      5.0 Dec 12, 2022

      Imobisoft was highly technical — they knew their stuff. Moreover, they were transparent all the way through to delivery. Their communication was also good, and their cost was reasonable.

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    • Custom Software Dev & Design for Business Services Company
      4.0 Dec 8, 2022

      Moreover, Imobisoft’s prices were very competitive. The product would have cost us a lot more if we had hired people internally to work on its design and development. As for collaboration tools, we used Asana.

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    • Mobile App Development for Gifting Platform
      5.0 Nov 13, 2020

      They’ll find a solution if you’re stuck. They’ll find a way to make something possible. Budget-wise, they’re also more affordable than other companies.

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    Read All Reviews
    2 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 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.
    Read 2 Recent Reviews

    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.

    Read All Reviews

    Select Industry to see insights

    Information technology Food & Beverage Legal Nonprofit IT Services Business services Design Real estate Healthcare Manufacturing Education Transportation Energy & natural resources

    View projects from:

    England (11) Saudi Arabia (1)
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    Tallium Inc. Logotype

    Tallium Inc.

    4.9 38 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    10 - 49
    Kyiv, Ukraine

    Services provided

    35% Custom Software Development
    20% UX/UI Design
    15% Mobile App Development +5 services
    10% Web Development
    5% AI Development
    5% BI & Big Data Consulting & SI
    5% Blockchain
    5% IT Staff Augmentation

    Tallium 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.

    See all 38 projects

    Reviews mention Passionate about their work

    Clients consistently commend Tallium Inc. for their passion and commitment to delivering high-quality solutions. One client highlighted the proactive attitude and enthusiasm of the team throughout the project lifecycle, emphasizing their dedication to creating the best product for end users. Additionally, the flexibility and problem-solving capabilities of the Tallium team were praised, showcasing their deep care for client satisfaction. Overall, the sentiment regarding their passion for work is overwhelmingly positive.
    • Web & Mobile App Dev for System Integrator
      5.0 May 16, 2022

      At every stage of the project from discovery to implementation, all team members had an equal voice, demonstrated a proactive attitude and they had a passion for creating the best product for the end client. Separately, we would like to note the team's high UX/UI expertise, the ability to conduct researches and user testing, as well as the willingness to go the extra mile to ensure customer satisfaction.

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    Read All Reviews
    4 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 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.
    Read 4 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (17) $50,000 to $199,999 (9) $200,000 to $999,999 (4) Less than $10,000 (2) $1,000,000 to $9,999,999 (1)

    What 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.
    Read All Reviews

    More responsive than most other service providers

    Tallium Inc. is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
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  • Techno Kryon Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    50 - 249
    Chennai, India

    Services provided

    25% Mobile App Development
    25% Web Development
    20% AI Development +3 services
    10% IT Managed Services
    10% IT Staff Augmentation
    10% UX/UI Design

    Techno Kryon is an IT managed services and website development company. Founded in 1998, the agency specializes in IT managed services and Web Development.

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  • RevUnit Logotype

    Not yet reviewed

    $50,000+
    Undisclosed
    50 - 249
    Bentonville, AR

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Custom Software Development +3 services
    20% Product Design
    10% Business Consulting
    10% Enterprise App Modernization

    Launched in 2012, RevUnit is a midsize Product Design company. Their team focuses on Product Design and BI & big data consulting & SI.

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  • Featured

    What are Featured Providers?

    Leobit Logotype

    Leobit

    4.9 53 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    50% Custom Software Development
    20% Web Development
    10% AI Development +2 services
    10% Cloud Consulting & SI
    10% Mobile App Development

    Leobit 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.

    See all 53 projects
    4 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    In the past six months, Leobit has received positive feedback from multiple clients, highlighting their strong project management and technical expertise. A CEO noted their ability to deliver projects ahead of schedule and appreciated their innovative ideas. The Development Director of Asprey Management Solutions praised their flexibility and thorough documentation during a software migration. Overall, clients expressed satisfaction with timely deliverables and effective communication, indicating that Leobit consistently meets or exceeds expectations.
    Read 4 Recent Reviews

    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 Reviews

    Select Industry to see insights

    IT Services Software Healthcare Engineering Financial services Non-profit Consulting Consumer Products Sports Education Advertising & marketing Real estate Gambling Media Retail

    More responsive than most other service providers

    Leobit is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
    View Profile Visit Website
    Ahex Technologies Logotype

    Ahex Technologies

    4.9 50 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    50 - 249
    Hyderabad, India

    Services provided

    20% Custom Software Development
    15% Mobile App Development
    15% Web Development +5 services
    10% AI Consulting
    10% AI Development
    10% ERP Consulting and SI
    10% Generative AI
    10% IT Staff Augmentation

    Ahex 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.

    See all 50 projects

    Reviews mention Transparent

    Clients consistently praised Ahex Technologies for their transparent communication throughout project engagements. One client noted their 'clear visibility into project status' through regular updates and weekly stand-ups, fostering a sense of partnership. Another highlighted the team's responsiveness to evolving requirements, emphasizing their proactive approach to addressing challenges. Overall, the sentiment reflects a strong appreciation for Ahex's commitment to transparency, which built trust and confidence in their collaborative efforts.
    • Web & Mobile App Dev for Email Service Platform
      5.0 Dec 18, 2018

      We communicated with their team on a daily basis through email, phone, and video conferencing. We also used Trello to track tasks, log issues, and monitor the project. They made sure the entire process was transparent.

      Read Full Review
    • AI Development & UX/UI Design for EdTech Co
      5.0 Dec 25, 2024

      The project followed a milestone-based delivery approach, with regular updates to ensure transparency about progress. Weekly stand-ups and progress reports provided clear visibility into project status and upcoming deliverables. Their use of clear communication channels and weekly updates created a sense of partnership rather than a client-vendor relationship. They maintained transparency about challenges and progress, which helped build trust and confidence in their work.

      Read Full Review
    Read All Reviews
    2 of 2 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 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.
    Read 2 Recent Reviews

    More responsive than most other service providers

    Ahex Technologies is responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch

    View projects from:

    India (21) United States (13) Canada (1) France (1) Israel (1) Singapore (1) United Arab Emirates (1)
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  • TEKENABLE Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Dublin 2, Ireland

    Services provided

    30% Custom Software Development
    20% Cybersecurity
    20% IT Managed Services +2 services
    20% IT Strategy Consulting
    10% AI Development

    TEKENABLE is a custom software development company established in 2002. The company provides Custom Software Development and IT managed services.

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  • Motifworks Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Towson, MD

    Services provided

    20% BI & Big Data Consulting & SI
    10% AI Development
    10% Cloud Consulting & SI +6 services
    10% Custom Software Development
    10% Enterprise App Modernization
    10% IT Strategy Consulting
    10% IoT Development
    10% Mobile App Development
    10% Web Design

    Headquartered in Towson, Maryland, Motifworks is an IT strategy consulting company. They provide IT strategy consulting and BI & big data consulting & SI and were founded in 2010.

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  • ROIT Accountech Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    50 - 249
    Curitiba, Brazil

    Services provided

    60% Accounting
    20% AI Development
    20% IT Managed Services

    ROIT Accountech is an Accounting company. Founded in 2016, the firm is located in Curitiba, Brazil. Their services include Accounting and Artificial Intelligence.

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  • Techwave Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999
    Houston, TX

    Services provided

    10% AI Development
    10% BI & Big Data Consulting & SI
    10% CRM Consulting and SI +7 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% ERP Consulting and SI
    10% IT Managed Services
    10% IT Strategy Consulting
    10% IoT Development
    10% Other IT Consulting and SI

    Techwave is an IT strategy consulting company. Their team is located in Houston, Texas and focuses on IT strategy consulting and BI & big data consulting & SI.

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  • D Logotype

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    50 - 249
    London, England

    Services provided

    15% Branding
    15% Public Relations
    15% Search Engine Optimization +5 services
    15% Social Media Marketing
    10% AI Consulting
    10% AI Development
    10% Video Marketing
    10% Video Production

    Established in 2006, D is a branding company. The team provides Branding and Public Relations.

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  • ANC Global Logotype

    ANC Global

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9

    Services provided

    35% AI Development
    35% Cloud Consulting & SI
    30% Mobile App Development

    ANC Global, a cloud consulting & SI company, was established in 2024. Based in Kottayam, India, the team specializes in cloud consulting & SI and Artificial Intelligence.

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  • Bitrise Dev Logotype

    5.0 2 reviews
    $5,000+
    $25 - $49 / hr
    2 - 9
    Islamabad, Pakistan

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Generative AI +2 services
    20% UX/UI Design
    20% Web Development

    BitriseDev is a cutting edge software house based in Pakistan, specializing in web development, WordPress website development, AI chatbots, AI voice bots, intelligent agents, and business automation

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  • Dhyon Technologies Logotype

    5.0 1 review
    Undisclosed
    Undisclosed
    2 - 9
    Ahmedabad, India

    Services provided

    20% AI Consulting
    20% AI Development
    20% Cloud Consulting & SI +2 services
    20% DevOps Managed Services
    20% Digital Strategy

    At Dhyon Technologies, we are dedicated to transforming the way businesses harness the power of the cloud. As an AWS Select Service Partner, we specialize in providing comprehensive cloud solutions

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  • DevArion Solution Logotype

    DevArion Solution

    5.0 1 review
    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Generative AI
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    DevArion Solution is a full-service digital technology company dedicated to helping businesses innovate and grow in today’s fast-paced digital world. Founded in 2025, we partner with startups,

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    See all 1 projects

    More responsive than most other service providers

    DevArion Solution is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
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  • Devbeam Logotype

    Devbeam

    5.0 1 review
    $10,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% AI Development
    20% IT Staff Augmentation +2 services
    20% Mobile App Development
    20% Web Development

    <p>Devbeam, a subsidiary of Solent Primary Medical Care Services (SPMCS), is an organisation that digitally transforms and helps businesses adapt, grow, scale and succeed in their respective

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  • Codynex LLC Logotype

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    2 - 9
    Katy, TX

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2 services
    20% Mobile App Development
    20% Web Development

    Codynex is a Houston-based technology company specializing in AI-powered software development, cloud solutions, and digital automation for small and mid-sized businesses. We combine strong

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  • EraGenie AI Logotype

    4.8 3 reviews
    $1,000+
    $25 - $49 / hr
    2 - 9
    Pune, India

    Services provided

    20% AI Consulting
    20% AI Development
    20% E-Commerce Development +2 services
    20% Mobile App Development
    20% Web Development

    EraGenie AI specializes in website design and AI integration, offering services such as eCommerce features, chatbots, and innovative UI/UX solutions. The reviews highlight exceptional communication, timely delivery, and impressive project management as consistent themes. Clients appreciate EraGenie AI's professionalism and alignment with company values, although suggestions for enhanced post-launch support and more frequent updates were noted for improvement.

    See all 3 projects
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  • Impressiv Logotype

    5.0 1 review
    Undisclosed
    Undisclosed
    2 - 9
    Casablanca, Morocco

    Services provided

    20% AI Consulting
    20% AI Development
    20% Business Consulting +2 services
    20% E-Commerce Development
    20% Web Development

    Impressiv specializes in managing advertising campaigns, social networks, and consulting processes for clients seeking growth and a stronger digital presence. Overall feedback highlights their effective project management, timely delivery, and strong client communication. Clients appreciate the good value for cost and professional service, with suggestions for more in-person meetings.

    See all 1 projects
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  • Elevate Code Logotype

    4.5 1 review
    $5,000+
    $50 - $99 / hr
    2 - 9
    Morton, PA

    Services provided

    25% Generative AI
    25% Web Development
    15% AI Development +3 services
    15% Custom Software Development
    10% Low/No Code Development
    10% UX/UI Design

    Elevate Code specializes in developing advanced web applications, focusing on semantic search engines and user-friendly interfaces to enhance data navigation and retrieval. Client reviews highlight their proficiency in delivering relevant and accurate results, cost-effective solutions, and maintaining strong communication with clients, ensuring timely project management. Elevate Code is praised for balancing professional expertise with adherence to client vision, providing exceptional value and service.

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  • Mindlab Inc Logotype

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    2 - 9
    Markham, Canada

    Services provided

    15% AI Consulting
    15% AI Development
    10% API Development +6 services
    10% Custom Software Development
    10% DevOps Managed Services
    10% E-Commerce Development
    10% Generative AI
    10% Mobile App Development
    10% Web Development

    Mindlab Inc specializes in providing AI-driven solutions, including personalized learning platforms for educational applications. Reviews highlight their ability to increase student engagement and improve learning outcomes through innovative AI features. Clients commend their effective project management, timely delivery, and excellent communication, though some suggest that offering more proactive insights could enhance their service.

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  • Uninext Solutions Pvt Ltd Logotype

    Uninext Solutions Pvt Ltd

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    40% AI Development
    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +2 services
    10% Custom Software Development
    10% Web Development

    Uninext Solutions Pvt Ltd is an AI company. They are headquartered in Delhi, India and have small team of experts. Their services include Artificial Intelligence and BI & big data consulting & SI.

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  • RPA Lab Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9
    L'viv, Ukraine

    Services provided

    40% AI Development
    20% IT Strategy Consulting
    20% UX/UI Design +1 service
    20% Web Development

    RPA Lab is an artificial intelligence development company. Based in L'viv, Ukraine, the agency offers Artificial Intelligence and UX/UI Design.

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  • Nuron Surge - A.I Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Mechanicsburg, PA

    Services provided

    40% AI Development
    10% Graphic Design
    10% Search Engine Optimization +4 services
    10% Social Media Marketing
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Nuron Surge - A.I is an AI firm. Their small team is located in Mechanicsburg, Pennsylvania. Their team specializes in Artificial Intelligence and UX/UI Design.

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  • brAIneous Logotype

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9
    London, England

    Services provided

    40% AI Development
    30% Custom Software Development
    20% IT Strategy Consulting +1 service
    10% Web Design

    Custom software development company brAIneous is in London, England. Their services include Custom Software Development and Artificial Intelligence.

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  • TechElligence AI Logotype

    TechElligence AI

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    15% AI Consulting
    15% AI Development
    10% BI & Big Data Consulting & SI +6 services
    10% Cloud Consulting & SI
    10% Generative AI
    10% IT Strategy Consulting
    10% Robotics Process Automation
    10% Web Design
    10% Web Development

    Established in 2022, TechElligence AI is an artificial intelligence company. The team provides Artificial Intelligence and AI Consulting.

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  • Levent Analytics Logotype

    Not yet reviewed

    $50,000+
    $100 - $149 / hr
    2 - 9
    Dubai, United Arab Emirates

    Services provided

    40% AI Development
    25% Business Consulting
    15% Low/No Code Development +2 services
    10% BI & Big Data Consulting & SI
    10% Cloud Consulting & SI

    Artificial intelligence company Levent Analytics is based in Dubai, United Arab Emirates. They focus on Artificial Intelligence and Business Consulting and were founded in 2022.

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  • DataAccelerators Logotype

    DataAccelerators

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    60% BI & Big Data Consulting & SI
    20% AI Consulting
    20% AI Development

    DataAccelerators is a Nenagh, Ireland-based big data company. Their services include BI & big data consulting & SI and Artificial Intelligence.

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  • Arti8 Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Jarocin, Poland

    Services provided

    40% AI Development
    40% Custom Software Development
    20% Web Development

    Arti8 is a custom software development firm founded in 2023. The agency focuses on Custom Software Development and Artificial Intelligence, and is small.

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  • Solvrz Logotype

    Solvrz

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Custom Software Development
    15% Mobile App Development +6 services
    10% AI Consulting
    10% Generative AI
    10% Web Development
    7% Blockchain
    5% E-Commerce Development
    3% IT Strategy Consulting

    Solvrz is a custom software development firm based in Dhaka, Bangladesh. Their services include Custom Software Development and Artificial Intelligence.

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  • Codepace Pvt Ltd Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9
    Lahore, Pakistan

    Services provided

    40% AI Development
    20% Business Consulting
    20% Custom Software Development +1 service
    20% IT Strategy Consulting

    Codepace Pvt Ltd is an artificial intelligence firm established in 2019. The company focuses on Artificial Intelligence and IT strategy consulting.

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  • KubicBits Logotype

    KubicBits

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% AI Development
    20% Custom Software Development +3 services
    20% Web Development
    10% Low/No Code Development
    10% Mobile App Development

    KubicBits is a software development firm. Founded in 2023, the firm is based in Dar-el-Beida, Morocco. Their services include Custom Software Development and Web Development.

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  • Olayinka Adeyefa Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Lagos, Nigeria

    Services provided

    40% AI Development
    30% Web Development
    15% Product Design +1 service
    15% UX/UI Design

    Olayinka Adeyefa, an artificial intelligence company, was launched in 2021. The small team offers Artificial Intelligence and Web Development.

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  • Merge Ops Logotype

    Merge Ops

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    50% Business Consulting
    25% AI Consulting
    15% AI Development +1 service
    10% Low/No Code Development

    Merge Ops is a Business Consulting company. The agency is located in Kyiv, Ukraine. Their team provides Business Consulting and Artificial Intelligence.

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  • Tycoonz Solutions Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    10 - 49
    Lahore, Pakistan

    Services provided

    40% Blockchain
    20% Mobile App Development
    20% Web Development +2 services
    10% AI Development
    10% Cybersecurity

    Tycoonz Solutions is a Blockchain company. They are headquartered in Lahore, Pakistan and have small team. They offer Blockchain and Web Development.

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  • Levvio Consulting Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9
    Croydon, England

    Services provided

    50% Custom Software Development
    30% AI Development
    10% AI Consulting +2 services
    5% API Development
    5% Web Development

    Levvio Consulting is a Croydon, England-based custom software development firm. The team offers Custom Software Development and Artificial Intelligence.

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  • Visear.ai Logotype

    Not yet reviewed

    $50,000+
    $200 - $300 / hr
    2 - 9
    Brooklyn, NY

    Services provided

    20% AI Consulting
    20% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Cybersecurity
    20% IT Strategy Consulting

    Visear.ai, an IT strategy consulting company, is based in Brooklyn, New York. They provide IT strategy consulting and BI & big data consulting & SI and were established in 2023.

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  • Lawkraft Logotype

    Not yet reviewed

    $10,000+
    $300+ / hr
    2 - 9
    Birkirkara, Malta

    Services provided

    20% AI Consulting
    20% AI Development
    15% CRM Consulting and SI +3 services
    15% Custom Software Development
    15% Mobile App Development
    15% Web Development

    Founded in 2014, Lawkraft is an artificial intelligence firm. The team specializes in Artificial Intelligence and AI Consulting.

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  • MJ Ventures Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Chicago, IL

    Services provided

    20% Robotics Process Automation
    15% AI Consulting
    15% Generative AI +5 services
    10% AI Development
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Mobile App Development
    10% UX/UI Design

    MJ Ventures is a Robotics Process Automation company founded in 2023. Located in Chicago, Illinois, the team specializes in Robotics Process Automation and AI Consulting.

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  • Mahage Logotype

    Mahage

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% Generative AI
    15% Advertising +4 services
    15% Digital Strategy
    10% Branding
    10% Other Design
    10% Video Marketing

    Mahage is an AI Consulting company. Based in Billiers, France, the company was launched in 2024. Their services include AI Consulting and Generative AI.

    Read more
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  • Bayseian Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9
    London, England

    Services provided

    20% AI Development
    15% BI & Big Data Consulting & SI
    15% Cloud Consulting & SI +4 services
    15% IT Strategy Consulting
    15% IoT Development
    10% AI Consulting
    10% Generative AI

    Bayseian is an artificial intelligence company. They specialize in Artificial Intelligence and IT strategy consulting and are in London, England.

    Read more
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  • Astra Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9
    Bellevue, WA

    Services provided

    20% AI Consulting
    20% AI Development
    20% AR/VR Development +2 services
    20% Mobile App Development
    20% Web Development

    Astra, a web development company, offer Web Development and Mobile App Development. They were established in 2022.

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  • Ac Leads Generation Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Rangamati, Bangladesh

    Services provided

    40% AI Development
    20% Advertising
    20% Business Consulting +1 service
    20% Media Planning & Buying

    Artificial intelligence firm Ac Leads Generation focuses on Artificial Intelligence and Advertising. They are in Rangamati, Bangladesh and Rangamati, Bangladesh.

    Read more
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  • Showy Logotype

    Showy

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% AI Development
    20% Search Engine Optimization +2 services
    20% UX/UI Design
    20% Web Development

    Showy is a SEO agency. Launched in 2022, the firm specializes in Search Engine Optimization and UX/UI Design.

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  • BlinkPeak Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Kyiv, Ukraine

    Services provided

    40% AI Development
    40% Custom Software Development
    20% Business Consulting

    Software development firm BlinkPeak is located in Kyiv, Ukraine. Their services include Custom Software Development and Artificial Intelligence.

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At Clutch, we believe trust is the foundation of every business relationship. Our mission is to help buyers make confident, data-backed decisions informed by real client experiences.

Every review on Clutch undergoes a rigorous, human-led verification process to make sure it’s valid. Our team of specialists confirms the identity of each reviewer, ensures the project is legitimate, and only publishes reviews that meet our strict criteria.

Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.

We evaluate service providers using a structured methodology that combines:

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This data powers tools like the Leaders Matrix, which helps you compare agencies directly. Our research team curates rankings by weighing verified reviews most heavily, so the most trusted and experienced providers rise to the top.

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Ability to deliver
Focus
Clutch Leaders Matrix

Rollover to see company insights or click a company below for more details.

1 STX Next
2 Quytech
3 eSparkBiz
4 Neoteric
5 BlueLabel
6 tkxel
7 blackthorn.ai
8 NineTwoThree AI Studio
9 Edvantis
10 fxis.ai
11 Fingent
12 Osedea
13 Valere
14 ServReality
15 HatchWorks AI

List of the Best Artificial Intelligence Companies

  3. eSparkBiz Logotype

    eSparkBiz

    $5,000+
    < $25 / hr
    250 - 999
    Ahmedabad, India

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  4. Neoteric Logotype

    Neoteric

    $10,000+
    $50 - $99 / hr
    50 - 249
    Gdańsk, Poland

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  6. tkxel Logotype

    tkxel

    $10,000+
    $25 - $49 / hr
    250 - 999
    Reston, VA

    Ability to deliver

    39.5/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  7. blackthorn.ai Logotype

    blackthorn.ai

    $5,000+
    $25 - $49 / hr
    10 - 49

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  9. Edvantis Logotype

    Edvantis

    $10,000+
    $25 - $49 / hr
    250 - 999
    Rzeszów, Poland

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  12. Osedea Logotype

    Osedea

    $50,000+
    $100 - $149 / hr
    50 - 249
    Montréal, Canada

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  13. Valere Logotype

    Valere

    $75,000+
    $50 - $99 / hr
    50 - 249
    Marlborough, MA

    Ability to deliver

    38.7/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  14. ServReality Logotype

    ServReality

    $50,000+
    $25 - $49 / hr
    50 - 249
    Kyiv, Ukraine

    Ability to deliver

    38.7/40.0
    20/20 Reviews
    9.1/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  19. Coherent Solutions Logotype

    Coherent Solutions

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    Minneapolis, MN

    Ability to deliver

    38.2/40.0
    19.2/20 Reviews
    9.2/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  20. Rootquotient Logotype

    Rootquotient

    $10,000+
    $50 - $99 / hr
    50 - 249
    Toronto, Canada

    Ability to deliver

    38.9/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  22. 3 SIDED CUBE Logotype

    3 SIDED CUBE

    $50,000+
    $100 - $149 / hr
    50 - 249
    Bournemouth, England

    Ability to deliver

    37.8/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  23. SEROKELL Logotype

    SEROKELL

    $10,000+
    $50 - $99 / hr
    50 - 249
    Paris, France

    Ability to deliver

    39.8/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  24. Waverley Software Logotype

    Waverley Software

    $50,000+
    $50 - $99 / hr
    250 - 999
    Palo Alto, CA

    Ability to deliver

    37.8/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  25. Appinventiv Logotype

    Appinventiv

    $50,000+
    $25 - $49 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

    37.8/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  26. BotsCrew Logotype

    BotsCrew

    $10,000+
    $50 - $99 / hr
    50 - 249
    San Francisco, CA

    Ability to deliver

    37.7/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    100% AI Development
    View Profile Visit Website
  27. Qubika Logotype

    Qubika

    $10,000+
    $50 - $99 / hr
    250 - 999
    Austin, TX

    Ability to deliver

    37.7/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  28. Orases Logotype

    Orases

    $75,000+
    $150 - $199 / hr
    50 - 249
    Frederick, MD

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Development
    60% Other
    View Profile Visit Website
  29. Digica Logotype

    Digica

    $10,000+
    $50 - $99 / hr
    50 - 249
    Manchester, England

    Ability to deliver

    37.6/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  30. Antier Solutions Logotype

    Antier Solutions

    $10,000+
    $25 - $49 / hr
    250 - 999
    Sahibzada Ajit Singh Nagar, India

    Ability to deliver

    38.5/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website

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Updated December 16, 2025
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Discover key factors to choose the right Gen AI partner in 2026 to drive innovation, efficiency, and business growth. A complete guide.

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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:

  1. BlueLabel

  2. STX Next

  3. eSparkBiz

  4. Quytech

  5. Neoteric

  6. tkxel

  7. blackthorn.ai

  8. NineTwoThree AI Studio

  9. Edvantis

  10. fxis.ai

  11. Fingent

  12. GenAI.Labs USA

  13. Osedea

  14. ServReality

  15. Coherent Solutions

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.

  1. Match with essential expertise and experience – Look for in-depth case studies in your industry and tech stack (e.g., TensorFlow, PyTorch).
  2. Check for verified reviews – Clutch ratings reveal communication style, reliability, and ROI.
  3. Assess their process – Agile, transparent workflows with clear milestones reduce risk.
  4. Validate team makeup – Data scientists, ML engineers, and domain experts should be involved—not just “AI generalists.”
  5. 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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