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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, AI companies in the United Kingdom, or AI agencies in Canada to find an expert in your area. Or check out AI agent development companies and Top AI Consultants to start automating and streamlining even further.
Ratings Updated: May 11, 2026
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15 Leaders 15 Contenders

22,977 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

    4.8 84 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    10% CRM Consulting and SI +5 services
    10% Custom Software Development
    10% E-Commerce Development
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development

    Simform is a versatile software development company specializing in mobile and web app development, as well as custom software solutions. The company receives overwhelmingly positive feedback, with approximately 100% of clients highlighting their strong communication, technical expertise, and professionalism. Clients appreciate their ability to deliver projects on time and within budget, consistently exceeding expectations in aligning with company values and offering a personalized, responsive service.

    See all 84 projects

    Reviews mention Personable

    The feedback highlights Simform's personable approach, with clients appreciating the strong relationships built with their teams. One client noted that their Delivery Manager understood their business needs intimately, while another emphasized the ease of communication and the integrity displayed by the team. Overall, the sentiment is highly positive, with clients feeling as if they had known the Simform team for years, which significantly enhanced collaboration and project outcomes.
    • Web Dev & Database Management for Data Analytics Company
      5.0 Jul 7, 2022

      The project manager is very personable, and they take the time to understand my business needs and technical needs. Moreover, the team delivers on time and within budget. If there's any potential increase in the estimated time or cost, they communicate early on so that I can decide whether to proceed or do something differently.

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    • Custom Software Dev for Software & AI Design Company
      4.5 May 9, 2022

      Their lead time, flexibility, and personal touch are impressive. I know that our Delivery Manager has really got to know our business and knows exactly the sort of candidate we need.

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    • Mobile App Dev for On-Demand Car Washing Service
      5.0 Sep 6, 2019

      Beyond their reasonable price structure and technical knowledge, their team is reliable and productive. It’s easy to communicate with them. Furthermore, they approach the project with a high level of integrity. It felt as if we had known their team for years because of how personable they were.

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    3 of 4 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 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.
    Read 4 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (21) $10,000 to $49,000 (16) $200,000 to $999,999 (14) Less than $10,000 (1)

    What 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.
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    United States (49) 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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    Designli Logotype

    Designli

    5.0 77 reviews
    Premier Verified
    $10,000+
    $50 - $99 / hr
    250 - 999
    Greenville, SC

    Services provided

    60% Mobile App Development
    20% Custom Software Development
    10% AI Development +1 service
    10% UX/UI Design

    Designli is a UX/UI design and app development company specializing in creating interactive prototypes and technical roadmaps. With a strong emphasis on project management and responsiveness, 100% of the reviewers noted their ability to deliver high-quality, user-friendly designs on time. Clients also commend Designli's proactive approach and expertise in guiding project development through effective communication and stakeholder collaboration.

    See all 77 projects
    3 of 3 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 3 times in the past 6 months

    In the past six months, Designli has received positive feedback for their proficiency in project management and responsiveness. Clients praised their ability to deliver high-quality prototypes and detailed technical documentation, enhancing investor confidence. For instance, one client noted, 'Designli was extremely proactive, responsive, and open to feedback.' However, there were suggestions for improvement in design integration. Overall, sentiment remains highly favorable, with clients recommending Designli for their collaborative approach and timely delivery.
    Read 3 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (34) $50,000 to $199,999 (19) Less than $10,000 (3) $200,000 to $999,999 (3) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Client feedback highlights Designli's competitive pricing and strong value for money. Clients consistently mention that the company delivers high-quality work within budget constraints. For instance, one client appreciated that Designli effectively managed costs while providing a comprehensive prototype and project roadmap for under $20,000. Another noted the firm's transparency in pricing, which helped avoid unexpected costs. Overall, clients express satisfaction with the investment made, citing excellent communication and timely delivery as key factors in their positive experiences.
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    More responsive than most other service providers

    Designli is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
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    United States (65) Saudi Arabia (2) Canada (1) Kenya (1)
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    BlueLabel Logotype

    BlueLabel

    4.7 69 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 versatile design and technology company specializing in AI and mobile app development, offering services such as workflow automation, mobile solution design, and AI integration. They receive high praise across multiple reviews for their strong project management, timely delivery, and exceptional customer service. Approximately 90% of reviews highlight their excellent culture fit and alignment with company values, while over 80% commend their innovative and strategic approach.

    See all 69 projects
    1 of 2 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 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.
    Read 2 Recent Reviews

    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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    Select Industry to see insights

    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 services

    Average Project Cost Breakdown

    $50,000 to $199,999 (25) $200,000 to $999,999 (18) $10,000 to $49,000 (16) $1,000,000 to $9,999,999 (2)

    What Clients Have Said

    Clients generally perceive BlueLabel as providing strong value for money, often citing their responsiveness and project management as key strengths. For instance, one client highlighted that they were able to cut costs significantly by reducing dispatch calls by over 50% due to effective automation. Another client praised their transparent pricing, noting that they felt the costs were reasonable for the quality delivered. Overall, feedback indicates satisfaction with the balance of cost and quality, though there are mentions of minor communication issues that could be improved.
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    United States (66) Thailand (1) United Arab Emirates (1)
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  • Tamaton Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Chesterfield, MO

    Services provided

    50% BI & Big Data Consulting & SI
    25% AI Consulting
    25% AI Development

    Tamaton is a business intelligence company. They are in Chesterfield, Missouri, and their services include BI & big data consulting & SI and Artificial Intelligence.

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  • Bective Automation Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Navan, Ireland

    Services provided

    50% AI Development
    50% Custom Software Development

    Launched in 2002, Bective Automation is a small software development firm and artificial intelligence company. Their services include Custom Software Development and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Azumo Logotype

    Azumo

    4.9 22 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    San Francisco, CA

    Services provided

    35% AI Development
    20% Custom Software Development
    15% AI Agents +2 services
    15% AI Consulting
    15% Generative AI

    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 22 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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    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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    Select Industry to see insights

    Software Social Networking Financial services Sports Healthcare Education IT Services Chemicals & Biotechnology Arts, entertainment & music Gaming Other Industry Media

    More responsive than most other service providers

    Azumo 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 (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 Creative

    The sentiment regarding WillowTree's creativity is overwhelmingly positive. Clients have praised their innovative approach, particularly in developing a revolutionary customer experience app that exceeded expectations. One client highlighted that WillowTree's design and execution were exceptional, describing their deliverable as 'the best thing people had seen.' Additionally, the team's youthful energy and passion for their work contribute to a dynamic and enjoyable project environment, further enhancing their creative output.
    • iOS Application for Large Energy Solutions Provider
      5.0 Feb 12, 2017

      WillowTree employs the latest toolsets, methodologies, and disciplines. They're a young, energetic, and creative team with a 'work hard, play hard' mentality. WillowTree often worked late in order to get things done because they're passionate about what they do.

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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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    Select Industry to see insights

    Legal Retail Other Industry Media Education Consumer Products Nonprofit Information technology Hospitality & leisure Software Advertising & marketing Arts, entertainment & music IT Services Healthcare Financial services

    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.
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    United States (23) Canada (1)
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    Trigma Logotype

    Trigma

    5.0 131 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Sahibzada Ajit Singh Nagar, India

    Services provided

    10% AI Agents
    10% AI Development
    10% AR/VR Development +7 services
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Generative AI
    10% IT Staff Augmentation
    10% IoT Development
    10% Mobile App Development
    10% Web Development

    Trigma is a versatile technology firm specializing in AI-driven solutions, software development, and platform integration. Across the reviews, clients consistently praise Trigma's technical expertise, timely project delivery, and responsive support. Approximately 90% of the reviews highlight their effective project management and technical knowledge, while no significant areas for improvement are mentioned, indicating a high level of client satisfaction.

    See all 131 projects

    Reviews mention Collaborative

    The overall sentiment regarding collaboration with Trigma is highly positive. Clients noted their impressive ability to understand needs and respond quickly to changes. One client highlighted Trigma's 'super awesome' collaborative nature, while another emphasized their organized project management and commitment to refining projects effectively. Additionally, Trigma's willingness to engage directly with clients, even in complex environments, was praised as a key strength, showcasing their adaptability and teamwork throughout various projects.
    • Custom Software Dev for Employment Department
      5.0 Apr 8, 2020

      They are a very intelligent and cooperative team.

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    • Web Platform Dev for Government Labor Department
      5.0 Apr 6, 2020

      Trigma was able to manage our system and coordinate at a high level. They were always willing to come to our office to discuss any changes. The most important aspect of our engagement was their coordination with us. I didn’t handle the project alone. There were various departments handling various functions, and Trigma coordinated with everybody.

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    • AI Development Services for Auto & IT Engineering Co
      5.0 Sep 18, 2025

      Trigma was super awesome in understanding what the client actually needed. They have simplified the complex ai concepts and delivered the solution with efficiency. Even the team really helpful and collaborative too.

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    • Mobile App Dev for Media & Entertainment Company
      5.0 Oct 24, 2024

      Trigma's project management in the media industry was highly organized, delivering all items on time. They maintained regular communication and responded promptly to our needs, showcasing flexibility and commitment. Their collaborative approach allowed us to refine the app effectively, resulting in enhanced user engagement and satisfaction in the entertainment sector.

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    3 of 3 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 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.
    Read 3 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (25) $50,000 to $199,999 (13) Less than $10,000 (11) $1,000,000 to $9,999,999 (1)

    What 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.
    Read All Reviews

    More responsive than most other service providers

    Trigma 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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  • AI Data Innovations Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Bellevue, WA

    Services provided

    25% AI Consulting
    25% AI Development
    25% AR/VR Development +1 service
    25% Social Media Marketing

    Established in 2011, AI Data Innovations is a small Charlottesville, Virginia-based social media marketing firm. Their services include Social Media Marketing and AR/VR development.

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  • CTA.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Gdańsk, Poland

    Services provided

    50% AI Development
    40% AR/VR Development
    10% Mobile App Development

    Artificial intelligence development company CTA.ai is located in Gdańsk, Poland. The team offers Artificial Intelligence and AR/VR development.

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  • Kendell & York Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Surry Hills, Australia

    Services provided

    50% AI Consulting
    50% Blockchain

    Launched in 2022, Kendell & York is a Blockchain and AI Consulting company. The agency provides Blockchain and AI Consulting, and is small.

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  • AI Incorporated Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Toronto, Canada

    Services provided

    50% Generative AI
    25% IoT Development
    25% Web Development

    Established in 2016, AI Incorporated is a small Toronto, Canada-based Generative AI company. Their team focuses on Generative AI and Web Development.

    Read more
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  • SilverlineAPI Logotype

    SilverlineAPI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% API Development

    SilverlineAPI is an artificial intelligence company and API Development company. Their small team is in Harrisburg, Pennsylvania. Their services include Artificial Intelligence and API 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 Accommodating

    Overall, the sentiment regarding December Labs’ accommodating nature is highly positive. Clients consistently noted their flexibility and responsiveness to changing project needs. For instance, one CEO highlighted that December Labs was 'accommodating and reliable 100% of the time,' while another remarked on their patience and ability to tackle other project elements despite delays in communication. Additionally, a client appreciated their willingness to adjust budgets and schedules, emphasizing their dedication to meeting client needs.
    • E-Commerce MVP Dev for Lead Generation Startup Platform
      5.0 Jul 11, 2019

      The December Labs team has been very responsive. As a startup, we sometimes have new insights and have to reprioritize. They’ve been accommodating and reliable 100% of the time.

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    • App Development for Commercial Real Estate Staffing Company
      5.0 Sep 21, 2018

      They’ve also been flexible and accommodating to us as a small, busy startup. Even when I can’t get back to them within 24–48 hours, they’re always patient and tackle other elements of the project until I can respond.

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    • Platform Design & Dev for Online Education company
      4.5 Sep 21, 2018

      They've been flexible as we've made changes to the scope of work, and very responsive from the start. Any issues with miscommunications or transitioning of members on their team were dealt with relatively quickly and easily. They're also very nice and accommodating overall.

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    • Web and App Dev for Wind Energy Startup
      4.5 Dec 13, 2017

      I really like that December Labs is flexible in working with us as a startup with needs that change on a daily basis. For example, I asked them in the middle of developing the app if we could put it on standby in order to work on another project. I also asked them to remain flexible with the budget, schedules, etc., and they were completely accommodating.

      Read Full Review
    • UI for Health and Fitness Wearables Company
      5.0 Jun 28, 2017

      They typically don't work over the weekend, but they were willing to help us out when we had issues during one weekend. They’re really accommodating, which is good and helpful.

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    Industry Experience

    Qubika has demonstrated expertise across various industries, including Information Technology, Consulting, Wellness & Fitness, Software, and Healthcare. Clients commend their technical acumen, responsiveness, and ability to deliver quality products on time, often highlighting successful project outcomes, such as improved efficiency and user engagement. Overall sentiment reflects satisfaction, especially in IT and healthcare sectors where their adaptability and innovative solutions have made a significant impact.

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    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

    Average Project Cost Breakdown

    $50,000 to $199,999 (18) $10,000 to $49,000 (11) $200,000 to $999,999 (9) Less than $10,000 (5) $1,000,000 to $9,999,999 (2)

    What 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.
    Read All Reviews

    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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    Sketch Development Logotype

    Sketch Development

    5.0 20 reviews
    Premier Verified
    $10,000+
    $150 - $199 / hr
    10 - 49
    Webster Groves, MO

    Services provided

    25% Custom Software Development
    15% AI Development
    15% Mobile App Development +5 services
    10% AI Consulting
    10% API Development
    10% Cloud Consulting & SI
    10% Generative AI
    5% AI Agents

    Sketch Development is a versatile technology solutions provider specializing in custom software development, Agile implementation, and project management tools such as Jira. They consistently receive commendations for their exceptional project execution, expertise, and client engagement, with 100% of reviewers expressing satisfaction and no suggested improvements. Reviewers highlight their ability to deliver timely, high-quality solutions tailored to client needs.

    See all 20 projects

    Reviews mention Transparent

    Overall, clients have expressed a strong sentiment of transparency in their collaboration with Sketch Development. One client highlighted the project manager's willingness to provide thorough explanations and address questions, fostering a sense of partnership and confidence. Another review noted the company's organized and transparent project management, which added significant value. Overall, feedback reflects a commitment to clear communication and responsiveness, contributing to successful project outcomes and client satisfaction.
    • Frontend Site Dev & ERP Integration for Manufacturing Co
      5.0 Apr 16, 2025

      No issues with PM. They're very organized, transparent, and agile. Very responsive. Communication and method of managing the project. Additional time goes into planning, documenting, and managing the project but the organization and transparency of the project show its value.

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    4 of 4 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 4 times in the past 6 months

    In recent reviews, clients have lauded Sketch Development for their exceptional project management and responsiveness. The president of Crumrine Property Tax Advisors noted a significant reduction in invoicing time due to the custom software solution provided, stating they were 'beyond impressed.' Similarly, the Sr. Manager at Tennessee Alliance for Economic Mobility praised the team's ability to deliver projects on time and exceed expectations. Overall, sentiment is overwhelmingly positive, with clients highlighting the company's professionalism and expertise.
    Read 4 Recent Reviews

    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.

    Read All Reviews

    Select Industry to see insights

    Real estate Healthcare Consulting Manufacturing Medical Financial services Consumer Products Insurance Other Industry Banks Non-profit Utilities

    More responsive than most other service providers

    Sketch Development 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
    Phaedra Solutions Logotype

    Phaedra Solutions

    4.9 28 reviews
    Premier Verified
    $1,000+
    $25 - $49 / hr
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    50% AI Development
    20% Custom Software Development
    15% AI Consulting +3 services
    5% Generative AI
    5% IT Staff Augmentation
    5% UX/UI Design

    Phaedra Solutions is a development company that specializes in web and mobile app development, UI/UX design, and AI integrations. Reviews indicate a strong reputation for professionalism, timely delivery, and responsive communication, with 100% system uptime and successful project outcomes like increased user retention and reduced bugs. Approximately 80% of clients highlight their project management and communication skills as impressive, while some suggest minor improvements in project management and technical details.

    See all 28 projects
    3 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, 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.
    Read 4 Recent Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (7) $50,000 to $199,999 (5) Less than $10,000 (2) $200,000 to $999,999 (1)

    What 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.
    Read All Reviews

    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 (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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  • Data Explorers, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Atlanta, GA

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    Data Explorers, LLC, a small big data company and AI firm, is based in Atlanta, Georgia. The team provides BI & big data consulting & SI and Artificial Intelligence.

    Read more
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  • IKB.ai Logotype

    IKB.ai

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    IKB.ai, a business intelligence company and artificial intelligence company, was founded in 2016. They focuses on BI & big data consulting & SI and Artificial Intelligence.

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  • Featured

    What are Featured Providers?

    Growth Loops Technology Private Limited Logotype

    Growth Loops Technology Private Limited

    4.9 52 reviews
    $1,000+
    < $25 / hr
    10 - 49
    Kolkata, India

    Services provided

    40% Custom Software Development
    30% AI Development
    30% Mobile App Development

    Growth 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.

    See all 52 projects

    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.

    Read All Reviews

    Select Industry to see insights

    Insurance Software IT Services Financial services Social Networking Other industries Manufacturing Advertising & marketing Healthcare Construction Real estate Consulting Business services Telecommunications

    More responsive than most other service providers

    Growth Loops Technology Private Limited 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 (14) England (6) Canada (1) Denmark (1) France (1) Switzerland (1) Thailand (1) Ukraine (1)
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    TechnoYuga Logotype

    TechnoYuga

    5.0 64 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    50 - 249
    New Delhi, India

    Services provided

    50% AI Development
    25% Custom Software Development
    25% Mobile App Development

    TechnoYuga 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.

    See all 64 projects

    Reviews mention Efficient

    Clients have consistently praised TechnoYuga Soft Pvt. Ltd. for their efficiency in project execution. One client noted that they delivered a fully functional product a month ahead of schedule, highlighting their exceptional project management and responsiveness. Another client emphasized the timely delivery of milestones and the quick integration of augmented staff, which significantly improved development speed. Overall, the sentiment surrounding TechnoYuga's efficiency is overwhelmingly positive, underscoring their reliability and commitment to quality.
    • Mobile App & AI Development for EdTech Company
      5.0 Jul 22, 2024

      The communication and project management skills of the Technoyuga team were outstanding. They kept us informed throughout the project, provided regular updates, and were proactive in addressing any issues that arose. They worked closely with us to identify the issues, propose solutions, and implement them quickly and efficiently.

      Read Full Review
    • Staff Augmentation Services for Software Company
      5.0 Jun 17, 2024

      The app development process was efficient, and the team delivered all milestones on time. The augmented staff integrated quickly and added significant value to our team with their expertise. Their contributions have notably improved our development speed and efficiency.

      Read Full Review
    • AI & Mobile App Dev & UX/UI Design for Financial Services Co
      5.0 Apr 11, 2025

      Technoyuga demonstrated exceptional project management throughout the engagement. While the initial project timeline was set from November to the end of April, the team successfully delivered a fully functional product by the end of March—a full month ahead of schedule. Their approach to communication, transparency, and responsiveness stood out. The team remained highly efficient across all technical aspects, UI delivery, and iterative feedback cycles. They consistently ensured that our needs were met without delays or compromise on quality.

      Read Full Review
    Read All Reviews
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 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.
    Read 1 Recent Review

    Industry Experience

    TechnoYuga Soft Pvt. Ltd. showcases notable expertise across various sectors, including Financial Services, Retail, Education, and Software. Clients consistently praise their AI capabilities, user-friendly mobile apps, and project management. The overall sentiment is positive, highlighting their responsiveness and ability to deliver tailored solutions. Industries such as Financial Services and Education benefit significantly from their innovative approaches, while Retail and Consumer Products appreciate their focus on enhancing customer engagement. Overall, TechnoYuga Soft is positioned as a strong partner for businesses seeking technology solutions in these domains.

    Read All Reviews

    Select Industry to see insights

    Software Financial services Education Business services Sports Automotive Consulting Healthcare Human Resources Information technology Social Networking Wellness & Fitness Restaurants Hospitality & leisure Medical Advertising & marketing Design Engineering Food & Beverages Media Consumer Products Retail

    View projects from:

    India (12) United States (11) Italy (3) United Arab Emirates (2) Malaysia (1) Lithuania (1) Belgium (1) Mexico (1) Netherlands (1) Portugal (1) Spain (1) France (1) Türkiye (1) Canada (1)
    View Profile Visit Website
    S-PRO Logotype

    S-PRO

    4.9 46 reviews
    Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    35% Web Development
    25% AI Development
    15% Mobile App Development +4 services
    10% Blockchain
    10% Custom Software Development
    3% AI Consulting
    2% IT Strategy Consulting

    S-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.

    See all 46 projects

    Industry Experience

    S-PRO has demonstrated strong expertise across various industries, particularly in Advertising & Marketing, Financial Services, Energy, and Healthcare. Clients noted their ability to deliver tailored solutions, enhance user engagement, and improve operational efficiency. Overall sentiment is positive, with praise for their adaptability, communication, and technical skills. Their impact is particularly significant in the financial sector, where they support complex regulatory compliance, while their work in healthcare underscores their capability in developing user-friendly applications. This makes them a suitable partner for projects in these areas.

    Read All Reviews

    Select Industry to see insights

    Energy & natural resources Consulting Financial services Software Healthcare Real estate Business services Food & Beverages Retail Nonprofit IT Services Arts, entertainment & music Telecommunications Utilities Environmental Services Information technology Media Manufacturing Human Resources Consumer Products Sports Advertising & marketing Other industries

    Average Project Cost Breakdown

    $50,000 to $199,999 (17) $10,000 to $49,000 (13) $200,000 to $999,999 (9) Less than $10,000 (3) $1,000,000 to $9,999,999 (1)

    What 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.
    Read All Reviews

    More responsive than most other service providers

    S-PRO 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) Germany (5) England (5) Switzerland (3) Canada (3) Australia (3) France (2) Ireland (2) Norway (2) Ukraine (2) Latvia (1) Poland (1) Lithuania (1) Jordan (1)
    View Profile Visit Website
  • FiveBrane Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Wilmington, DE

    Services provided

    50% BI & Big Data Consulting & SI
    50% Generative AI

    Business intelligence company and Generative AI company FiveBrane is located in Wilmington, Delaware. Launched in 2022, the team specializes in BI & big data consulting & SI and Generative AI.

    Read more
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  • YumiDocs Logotype

    YumiDocs

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Blockchain

    YumiDocs is an artificial intelligence development company and Blockchain company. They are in London, England and have small team. Their team offers Artificial Intelligence and Blockchain.

    Read more
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  • Featured

    What are Featured Providers?

    CodeNinja Logotype

    CodeNinja

    5.0 53 reviews
    Premier Verified
    $25,000+
    $50 - $99 / hr
    250 - 999
    Dallas, TX

    Services provided

    50% AI Development
    20% Custom Software Development
    20% IT Staff Augmentation +1 service
    10% Cloud Consulting & SI

    CodeNinja 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.

    See all 53 projects
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In the past six months, client feedback on CodeNinja has been overwhelmingly positive. Notably, a CEO from TAM Consulting praised their effective project management and responsiveness to evolving needs, highlighting the successful implementation of a compliant SaaS accounting system. Clients appreciated CodeNinja's transparent communication and ability to meet deadlines, with specific outcomes including ZATCA certification and reliable bank reconciliation. Overall, clients expressed satisfaction and a willingness to collaborate with CodeNinja again.
    Read 1 Recent Review

    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.

    Read All Reviews

    Select Industry to see insights

    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 resources

    Average Project Cost Breakdown

    $10,000 to $49,000 (19) Less than $10,000 (16) $50,000 to $199,999 (6) $200,000 to $999,999 (4)

    What 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.
    Read All Reviews
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    LANARS Logotype

    LANARS

    5.0 15 reviews
    Verified
    $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 comprehensive technology solutions provider specializing in mobile and web app development, cloud services, and integration of advanced technologies such as AI and IoT. The reviews highlight their exceptional project management, flexibility, and ability to meet deadlines, with a 100% satisfaction rate reported across various projects. Many clients commend LANARS for their effective communication and adaptability to changing project scopes, making them a reliable partner for complex and evolving digital solutions.

    See all 15 projects

    Reviews mention Accommodating

    Clients consistently highlight LANARS' accommodating nature, noting their responsiveness to project changes and requests. One client praised their ability to seamlessly adjust to evolving requirements, stating, "LANARS accommodated all of these changes seamlessly." Another remarked on their willingness to fulfill all wishes regarding functionality and design, emphasizing their dedication and collaborative approach. Overall, the sentiment reflects strong satisfaction with LANARS' adaptability and client-centric service.
    • 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.

      Read Full Review
    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

    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.
    Read 2 Recent Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (4) $10,000 to $49,000 (3) Less than $10,000 (2) $200,000 to $999,999 (1)

    What 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.
    Read All Reviews

    View projects from:

    Norway (5) United States (2) Australia (1) Canada (1) Germany (1)
    View Profile Visit Website
    Leobit Logotype

    Leobit

    4.9 54 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Services provided

    25% Custom Software Development
    20% AI Development
    15% Web Development +4 services
    10% AI Agents
    10% Cloud Consulting & SI
    10% Generative AI
    10% Mobile App Development

    Leobit is a software development company specializing in custom software solutions, mobile app development, and web modernization. Across various projects, clients consistently praise Leobit for their technical expertise, proactive communication, and timely delivery. With a focus on aligning with client budgets and values, approximately 90% of reviews emphasize their strong project management and ability to exceed expectations.

    See all 54 projects

    Reviews mention Helpful

    Overall sentiment towards Leobit is highly positive, with clients consistently highlighting their helpfulness and responsiveness. For instance, the Head of Communication at JurFem praised Leobit's customer focus and ability to optimize project costs, which was crucial for their non-profit organization. Similarly, the Engineering Manager at FotoFinder noted the exceptional communication and kindness of the Leobit team, making collaboration a pleasant experience. Clients feel supported and valued, reinforcing Leobit's reputation as a reliable partner.
    • Mobile App & UX/UI Design for Medical Imaging Solutions Co
      5.0 Jun 7, 2024

      Their communication is exceptional. They consistently provide quick responses to our messages and emails. Their entire team demonstrates kindness and helpfulness. What's particularly noteworthy is their respectful approach; they don't push us unnecessarily, making our collaboration with Leobit a pleasant experience.

      Read Full Review
    • Custom Software Development for Financial Services Company
      5.0 Nov 10, 2023

      They are great people and very helpful. Due to the time difference, it can be challenging to communicate effectively, especially when urgent requests arise. It would also be beneficial to receive feedback and suggestions from professionals at Leobit on how we can further enhance our platform.

      Read Full Review
    • Dev Staff Augmentation for Digital Insurance Platform
      4.5 Nov 7, 2022

      They are willing to work through issues with us and have helped us become a better team. Their project management style is a hands-on approach, and they are usually pretty good about communicating things to us in a timely manner. The code is generally high quality, and we work through any questions or issues that arise during development or testing.

      Read Full Review
    • Mobile App Development for Woman's Rights Org
      5.0 Apr 16, 2025

      From the very beginning, we were offered several ways to optimize project costs, because we are a non-governmental organization and we do not have the opportunity to revise budgets and it is very difficult to raise other funds, so this customer focus helped us a lot to implement the project. In the process of implementation, the project manager and all the specialists involved were very understanding of the fact that we were new to the topic, and also took into account certain requirements that we had fixed for the project and adjusted the plans to the real deadlines we had. Since our organization does not have a separate system administrator or a person specializing in digital infrastructure, the developers helped us at all stages to register accounts on various services and set them up.

      Read Full Review
    Read All Reviews
    3 of 3 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews for Leobit reflect a highly positive sentiment, highlighting their technical expertise and effective project management. Clients praised their proactive approach and timely delivery, with one noting the successful launch of a functional MVP that improved data management. Another client appreciated the migration to a secure authentication platform, emphasizing Leobit's ability to adapt to changing needs. Overall, Leobit is regarded as a reliable partner that consistently meets client expectations.
    Read 3 Recent Reviews

    Industry Experience

    Leobit has demonstrated extensive expertise across various industries, notably in Advertising & Marketing, Financial Services, Real Estate, and Healthcare. Clients praised their ability to deliver high-quality software development, timely project management, and strong technical skills, particularly in .NET, Angular, and mobile app development. The company is recognized for their collaborative approach and flexibility in adapting to client needs, making them an ideal partner for organizations seeking reliable development support in these sectors.

    Read All Reviews

    Select Industry to see insights

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

    View projects from:

    United States (22) Norway (5) Switzerland (4) England (3) Germany (3) Sweden (2) Estonia (2) Ukraine (2) Netherlands (1) Singapore (1) Poland (1) Belgium (1) Luxembourg (1) Hong Kong (1) Denmark (1)
    View Profile Visit Website
  • Fractonium Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Sydney, Australia

    Services provided

    50% AI Development
    50% Blockchain

    Fractonium is an AI development company and Blockchain company launched in 2019. The company focuses on Artificial Intelligence and Blockchain, and is small.

    Read more
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  • Finrock Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Miami, FL

    Services provided

    50% Blockchain
    50% Generative AI

    Finrock Inc is a Blockchain and Generative AI company. Their small team is located in Miami, Florida. Their services include Blockchain and Generative AI.

    Read more
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  • Esther.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Boca Raton, FL

    Services provided

    50% Application Testing
    50% Generative AI

    Application Testing and Generative AI company Esther.ai was founded in 2023. The firm specializes in Application Testing and Generative AI.

    Read more
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  • GovernedAI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Warszawa, Poland

    Services provided

    50% AI Development
    50% IT Strategy Consulting

    In Warszawa, Poland, GovernedAI is an IT strategy consulting and AI firm. Established in 2023, the team offers IT strategy consulting and Artificial Intelligence.

    Read more
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  • Amruta Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Fredericksburg, VA

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    Business intelligence company and AI firm Amruta Inc focuses on BI & big data consulting & SI and Artificial Intelligence. They were founded in 2014.

    Read more
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  • NodeRelate Logotype

    NodeRelate

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    Data analytics company and AI company NodeRelate was founded in 2018. The company offers BI & big data consulting & SI and Artificial Intelligence, and is small.

    Read more
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  • Spidey Scrape Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Miami, FL

    Services provided

    50% AI Development
    50% BI & Big Data Consulting & SI

    Data analytics company and artificial intelligence company Spidey Scrape focuses on BI & big data consulting & SI and Artificial Intelligence. They were launched in 2020.

    Read more
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  • Atellio Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Los Angeles, CA

    Services provided

    50% Business Consulting
    50% Generative AI

    Atellio is a Los Angeles, California-based Business Consulting and Generative AI company. They focus on Business Consulting and Generative AI.

    Read more
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  • Machina Marketing Logotype

    Machina Marketing

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    15% Business Consulting
    15% Market Research +2 services
    10% Content Marketing
    10% Sales Outsourcing

    Launched in 2023, Machina Marketing is a small Dublin, Ireland-based artificial intelligence development company. Their services include Artificial Intelligence and Market Research.

    Read more
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  • Dataforge Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Toronto, Canada

    Services provided

    50% AI Development
    50% Data Annotation Services

    Established in 2018, Dataforge is an artificial intelligence company and Data Annotation Services company. The firm focuses on Artificial Intelligence and Data Annotation Services.

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  • R U Robots Limited Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Worsley, England

    Services provided

    50% AI Development
    25% Engineering
    25% Product Design

    Based in Worsley, England, R U Robots Limited is an AI company. Established in 2003, the team specializes in Artificial Intelligence and Product Design.

    Read more
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  • PH1 Research Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Vancouver, Canada

    Services provided

    25% AI Consulting
    25% Generative AI
    25% Market Research +1 service
    25% UX/UI Design

    PH1 Research Inc. Is a Market Research company established in 2009. Their team focuses on Market Research and UX/UI Design.

    Read more
    View Profile
  • Tapia Valley Software Company Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Indianapolis, IN

    Services provided

    50% AI Development
    40% ERP Consulting and SI
    10% IT Staff Augmentation

    Tapia Valley Software Company is an AI firm. The Indianapolis, Indiana-based company was founded in 2003. Their services include Artificial Intelligence and ERP consulting and SI.

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  • pulseCHECKER Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Bozeman, MT

    Services provided

    50% AI Development
    50% Digital Strategy

    PulseCHECKER, a Digital Strategy and artificial intelligence firm, was launched in 2003. They provides Digital Strategy and Artificial Intelligence.

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  • QAI Logotype

    QAI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Consulting
    50% Digital Engineering

    QAI is an AI Consulting and Digital Engineering company. In Montana, the firm was established in 2024. Their services include AI Consulting and Digital Engineering.

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  • C2 Enterprises Logotype

    C2 Enterprises

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Cybersecurity

    C2 Enterprises is a Cybersecurity and artificial intelligence firm headquartered in Nashville, Tennessee. The team focuses on Cybersecurity and Artificial Intelligence.

    Read more
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  • Startupmill Ltd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    City of London, England

    Services provided

    50% AI Development
    50% Low/No Code Development

    Based in City of London, England, Startupmill Ltd is an AI development company and Low/No Code Development company. The team focuses on Artificial Intelligence and Low/No Code Development.

    Read more
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  • ScanSolutions ApS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Albertslund, Denmark

    Services provided

    50% AI Development
    50% Document Digitization & Management

    ScanSolutions ApS, an AI firm and Document Digitization & Management company, is based in Albertslund, Denmark. They specialize in Artificial Intelligence and Document Digitization & Management.

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  • One Place. Them All. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Köln, Germany

    Services provided

    50% Custom Software Development
    50% Generative AI

    One Place. Them All., a custom software development company and Generative AI company, focus on Custom Software Development and Generative AI. They were launched in 2022.

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  • Web3 Research Ltd. Logotype

    Web3 Research Ltd.

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Development
    50% Blockchain

    Web3 Research Ltd. Is an artificial intelligence company and Blockchain company. The team is based in Hong Kong, and their services include Artificial Intelligence and Blockchain.

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  • AIgent Data Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Warszawa, Poland

    Services provided

    50% AI Agents
    50% AI Consulting

    AIgent Data is an AI Consulting and AI Agents company. Founded in 2024, their team specializes in AI Consulting and AI Agents.

    Read more
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  • LaunchLemonade Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Shinfield, England

    Services provided

    50% AI Agents
    50% Generative AI

    Generative AI and AI Agents company LaunchLemonade offers Generative AI and AI Agents. They are headquartered in Shinfield, England.

    Read more
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  • Ouro Logotype

    Ouro

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    25% AI Development
    25% Generative AI

    Ouro is an AI Agents company established in 2024. Based in Chicago, Illinois, the team provides AI Agents and Artificial Intelligence.

    Read more
    View Profile
  • Eidral AI Logotype

    Eidral AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    25% AI Consulting
    25% AI Development

    Eidral AI is an AI Agents company. Their small team of employees is based in Chicago, Illinois. Their team offers AI Agents and Artificial Intelligence.

    Read more
    View Profile
  • Fusion AI Marketing Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Chicago, IL

    Services provided

    50% AI Agents
    25% AI Consulting
    25% AI Development

    Fusion AI Marketing is an AI Agents company. Established in 2025, the firm is in Chicago, Illinois. Their team specializes in AI Agents and Artificial Intelligence.

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  • Ace4 AI Logotype

    Ace4 AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    25% AI Consulting
    25% AI Development

    Ace4 AI is an AI Agents company based in Boston, Massachusetts. Established in 2024, the team provides AI Agents and Artificial Intelligence.

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  • AI Forward Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Toronto, Canada

    Services provided

    50% AI Agents
    50% AI Development

    In Toronto, Canada, AI Forward is a small AI firm and AI Agents company. Their services include Artificial Intelligence and AI Agents.

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  • Teammates.ai Logotype

    Teammates.ai

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    50% AI Agents
    50% Generative AI

    Teammates.ai is a small Generative AI and AI Agents company based in Dubai, United Arab Emirates. Their services include Generative AI and AI Agents.

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  • Perceptron Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Vancouver, Canada

    Services provided

    50% AI Agents
    50% AI Consulting

    Launched in 2017, Perceptron Solutions is an AI Consulting and AI Agents company. The team provides AI Consulting and AI Agents and is located in Vancouver, Canada and Toronto, Canada.

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  • Black Matter VC Logotype

    Black Matter VC

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Development
    25% CRM Consulting and SI +1 service
    25% Low/No Code Development

    Black Matter VC is a CRM consulting and SI company. They are located in and have small team. Their team provides CRM consulting and SI and Artificial Intelligence.

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  • Troniex Technologies Logotype

    5.0 1 review
    $5,000+
    < $25 / hr
    10 - 49
    Madurai, India

    Services provided

    10% AI Development
    10% AR/VR Development
    10% Architectural Design +8 services
    10% Blockchain
    10% Custom Software Development
    10% IT Managed Services
    10% Marketing Strategy
    10% Mobile & App Marketing
    10% Web Design
    5% Mobile App Development
    5% Web Development

    Founded in 2022, Troniex Technologies Pvt Ltd has rapidly grown into a trusted blockchain and cryptocurrency exchange development company, delivering secure, scalable, and high-performance solutions

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  • Roller Agency Logotype

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    10 - 49
    Nottingham, England

    Services provided

    15% Mobile App Development
    15% Social Media Marketing
    15% UX/UI Design +5 services
    15% Web Development
    10% AI Development
    10% AR/VR Development
    10% Graphic Design
    10% Search Engine Optimization

    Roller Agency, a small UX design agency, is headquartered in Nottingham, England. The team offers UX/UI Design and Mobile App Development.

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  • Byte-Code S.p.A Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49
    Milano, Italy

    Services provided

    40% E-Commerce Development
    10% AI Development
    10% Conversion Optimization +4 services
    10% Custom Software Development
    10% Ecommerce Marketing
    10% Mobile App Development
    10% UX/UI Design

    E-commerce development firm Byte-Code S.p.A was launched in 2003. The small team focuses on E-Commerce Development and Conversion Optimization.

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  • Magrathea Labs Logotype

    Magrathea Labs

    Not yet reviewed

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

    Services provided

    70% Custom Software Development
    20% Web Development
    10% AI Development

    Software development company Magrathea Labs was founded in 2017. The firm offers Custom Software Development and Web Development, and is small.

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  • OpenCrowd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    New York, NY

    Services provided

    60% Blockchain
    10% AI Development
    10% Custom Software Development +2 services
    10% Mobile App Development
    10% UX/UI Design

    OpenCrowd is a Blockchain company. The team provides Blockchain and UX/UI Design, and the firm is in New York, New York.

    Read more
    View Profile
  • SpiceFactory Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    10 - 49
    Beograd, Serbia

    Services provided

    20% Mobile App Development
    15% Custom Software Development
    15% UX/UI Design +5 services
    10% AI Development
    10% AR/VR Development
    10% IoT Development
    10% Web Design
    10% Web Development

    Located in San Francisco, California and Beograd, Serbia, SpiceFactory is a mobile application development company. They focus on Mobile App Development and Custom Software Development.

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  • Brooks Stevens, Inc. Logotype

    Brooks Stevens, Inc.

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    10 - 49

    Services provided

    40% Engineering
    40% Product Design
    10% AI Consulting +1 service
    10% Funding & Investment

    Brooks Stevens, Inc. Is a small Product Design company founded in 1934. Their services include Product Design and Engineering.

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  • Axial Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Sherbrooke, Canada

    Services provided

    25% E-Commerce Development
    15% BI & Big Data Consulting & SI
    15% Digital Strategy +5 services
    10% AI Consulting
    10% Business Consulting
    10% Conversion Optimization
    10% Email Marketing
    5% UX/UI Design

    Axial is an e-commerce development firm. Established in 2002, the team offers E-Commerce Development and Digital Strategy. The company is headquartered in Sherbrooke, Canada.

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  • Way2Smile Solutions DMCC Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI
    10% AI Development +5 services
    10% AR/VR Development
    10% Blockchain
    10% Custom Software Development
    10% E-Commerce Development
    10% Enterprise App Modernization

    Way2Smile Solutions DMCC, a big data company, specializes in BI & big data consulting & SI and cloud consulting & SI. The agency is located in Dubai, United Arab Emirates.

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Why Trust Clutch

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:

  • In-depth client interviews and ratings
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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.

Using this unique combination of verified client feedback and provider-supplied insights, Clutch distills the most important details into clear, digestible summaries so you have everything you need to make confident, informed decisions quickly.

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Clutch’s commitment to transparency is ongoing. We’re constantly refining our systems to protect the integrity of reviews and support you in finding the right agency.

Ability to deliver
Focus
Clutch Leaders Matrix

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

1 Quytech
2 NineTwoThree AI Studio
3 fxis.ai
4 Neoteric
5 Dotsquares
6 STX Next
7 blackthorn.ai
8 tkxel
9 Valere
10 Fingent
11 BlueLabel
12 ServReality
13 Scopic
14 Edvantis
15 Opinov8 Digital and Engineering Solutions

List of the Best Artificial Intelligence Companies

  4. Neoteric Logotype

    Neoteric

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

    Ability to deliver

    39.3/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  5. Dotsquares Logotype

    Dotsquares

    $1,000+
    $25 - $49 / hr
    1,000 - 9,999
    London, England

    Ability to deliver

    39.2/40.0
    19.8/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    35% AI Development
    65% Other
    View Profile Visit Website
  7. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

    39.1/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  8. tkxel Logotype

    tkxel

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

    Ability to deliver

    38.9/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

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

    Valere

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

    Ability to deliver

    38.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  10. Fingent Logotype

    Fingent

    $25,000+
    $25 - $49 / hr
    250 - 999
    White Plains, NY

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  12. 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
  13. Scopic Logotype

    Scopic

    $10,000+
    $50 - $99 / hr
    250 - 999
    Marlborough, MA

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  14. 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

    30% AI Development
    70% Other
    View Profile Visit Website
  15. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

    $50,000+
    $50 - $99 / hr
    250 - 999
    London, England

    Ability to deliver

    38.5/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  18. DigitalSuits Logotype

    DigitalSuits

    $5,000+
    $25 - $49 / hr
    50 - 249
    Miami, FL

    Ability to deliver

    38.3/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

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

    Rootquotient

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

    Ability to deliver

    39.1/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    45% AI Development
    55% Other
    View Profile Visit Website
  22. Deviniti Logotype

    Deviniti

    $25,000+
    $50 - $99 / hr
    250 - 999
    Wrocław, Poland

    Ability to deliver

    37.9/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    20% Other
    View Profile Visit Website
  23. Zallpy Digital Logotype

    Zallpy Digital

    $5,000+
    $25 - $49 / hr
    250 - 999
    Frisco, TX

    Ability to deliver

    37.9/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  24. RebelDot Logotype

    RebelDot

    $100,000+
    $50 - $99 / hr
    250 - 999
    Cluj-Napoca, Romania

    Ability to deliver

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

    Service focus

    65% AI Development
    35% Other
    View Profile Visit Website
  25. AnyforSoft Logotype

    AnyforSoft

    $25,000+
    $25 - $49 / hr
    50 - 249
    Sarasota, FL

    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
  26. Osedea Logotype

    Osedea

    $50,000+
    $150 - $199 / 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

    40% AI Development
    60% Other
    View Profile Visit Website
  27. 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
  28. 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
  29. The NineHertz Logotype

    The NineHertz

    $25,000+
    $50 - $99 / hr
    250 - 999
    Jaipur, India

    Ability to deliver

    38.6/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website

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Four years after its launch, ChatGPT is still the most popular AI assistant. A recent Clutch survey of 558 AI users found that 74% rely on it. The general...

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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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