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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 12, 2026
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15 Leaders 15 Contenders

23,034 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
    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

    Industry Experience

    Simform has received favorable feedback across various industries. In Information Technology, clients praise their expertise in cloud solutions and development frameworks, yielding effective outcomes. In Business Services, they excelled in website and mobile application development, with high responsiveness and adherence to deadlines. Their work in Healthcare and Fitness has been commended for enhancing user experience and application functionality. Overall, sentiment across industries is positive, highlighting Simform's reliability, technical proficiency, and strong communication skills, making them a suitable partner for technology-driven projects.

    Read All Reviews

    Select Industry to see insights

    Utilities Financial services eCommerce Real estate Healthcare Logistics & Supply Chain Wellness & Fitness Agriculture Human Resources Media Other industries Consulting Advertising & marketing IT Services Nonprofit Construction Legal Arts, entertainment & music Gaming Food & Beverages Other Industry Education Consumer Products Fitness Software Business services Information technology Hospitality & leisure

    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.
    Read All Reviews

    View projects from:

    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

    Reviews mention Unique expertise

    Clients consistently commend Designli for their unique expertise in app development. One client noted their ability to ask insightful questions, facilitating a deeper understanding of scalability and user experience. Another emphasized their strong communication skills and prompt responses, which contributed to a smooth project execution. Overall, feedback reflects a high level of satisfaction with Designli's specialized knowledge, with clients feeling well-supported and confident in their project outcomes.
    • SaaS Platform Dev for Business Consulting Company
      5.0 Aug 18, 2023

      Everyone we've interacted with at Designli has solid expertise in their area and a can-do attitude. This fits in very well with our own company culture.

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    • Mobile App Development for Entertainment Company
      5.0 May 11, 2022

      I would also say that Designli's designer Daniel is definitely a great asset to the Designli team. During the graphic design phase, he was able to visualize everything that we were wanting in an app and has helped make the platform user-friendly and easy to use.

      Read Full Review
    • App Development for Leadership Development Program
      5.0 May 5, 2022

      Everyone we have worked with has been patient, open-minded, and optimistic about what could be done with this project, supported by various individuals who provide their own unique skill to the project. We value how different individuals are assigned for various aspects of the project, such as setting up the user story, to design, to prototyping, and development.

      Read Full Review
    • Product UI/UX Redesign for Software Development Company
      5.0 Dec 13, 2021

      When we hire a design company, we want them to lead with their expertise. We’re software developers, so we can’t handle designs internally. As the product owner, we’ve given Designli some guidance, but we rely on them for their UX perspective.

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    • iOS, Android & Web App for Dating Startup
      5.0 Mar 22, 2021

      Designli had a good idea of what my concept was from the first consultation. They were able to turn my concept into something real within a short amount of time. Their expertise was quick and accurate.

      Read Full Review
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    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.
    Read All Reviews

    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.
    Get in Touch

    View projects from:

    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.

    Read All Reviews

    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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    View projects from:

    United States (66) Thailand (1) United Arab Emirates (1)
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  • Tekloomy Logotype

    Tekloomy

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Tekloomy is an IT managed services company launched in 2025. Their services include IT managed services and Web Development.

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  • Alcanex Yazılım ve Teknoloji A.Ş. Logotype

    Alcanex Yazılım ve Teknoloji A.Ş.

    Not yet reviewed

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

    Services provided

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

    Software development firm Alcanex Yazılım ve Teknoloji A.Ş. Offers Custom Software Development and Web Development. They are based in İzmir, Türkiye.

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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 Easy to work with

    Clients consistently highlight Azumo's ease of collaboration, noting their strong interpersonal skills and effective communication. One client, the CTO of Big Run Studios, emphasized the positive working relationship established through prior engagements, stating, 'The people are great, simple as that.' Additionally, the onboarding of a part-time project manager helped streamline workflows, further enhancing the partnership. Overall, the sentiment surrounding Azumo's approachability and professionalism is overwhelmingly positive.
    • Data Strategy & Analytics for Mobile Game Company
      5.0 Feb 7, 2022

      The workflow started quite smoothly as we were all fairly heads down on the different pieces. This is when we onboarded the part time project manager from Azumo, and now we're back to smooth sailing as he has been able to funnel the requests into a prioritized funnel. The people are great, simple as that. They are all great to work with and excellent at their jobs.

      Read Full Review
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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.

    Read All Reviews

    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 Easy to reach

    Clients consistently highlight the ease of communication with Willow Tree Apps, noting that the principals were readily accessible throughout the project. One client remarked on the partnership feel, stating, 'It was very easy to reach the principals if we needed to,' which fostered a collaborative environment. Overall, the sentiment regarding accessibility is positive, with clients appreciating the firm's responsiveness and commitment to the project's success.
    • Public University Mobile Development
      5.0 Aug 20, 2012

      We enjoyed that from a standpoint that it was very easy to reach the principals if we needed to. They weren’t involved in everything, but they were always right there and that was appreciated. It really felt like a partnership.

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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.

    Read All Reviews

    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.
    Read All Reviews

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    United States (23) Canada (1)
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    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 Creative

    Clients express high satisfaction with December Labs' creative solutions, noting their adeptness in enhancing app functionality and design. One client highlighted the team's ability to produce high-quality graphics and features through iterative development sprints. They praised December Labs for their creativity in project management and responsiveness to challenges, stating, "They’re creative around timelines" and recommending potential clients to present engaging projects to motivate the team.
    • Mobile App Development for Health & Wellness Company
      5.0 Jun 8, 2022

      Moreover, they’re creative around timelines. We mainly communicate via Slack and Zoom calls and use Trello for collaboration.

      Read Full Review
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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.

    Read All Reviews

    Select Industry to see insights

    Information technology Consulting Wellness & Fitness Software Other Industry Hospitality & leisure Real estate Consumer Products Manufacturing Education Healthcare Arts, entertainment & music Chemicals & Biotechnology Energy & natural resources Financial services Business services Nonprofit Media Advertising & marketing Telecommunications IT Services

    More responsive than most other service providers

    Qubika is very responsive

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

    View projects from:

    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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  • CSO CODESOFT Logotype

    CSO CODESOFT

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% IT Strategy Consulting
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    CSO CODESOFT is an user experience design agency. Their team is located in Vidra, Romania and focuses on UX/UI Design and IT strategy consulting.

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  • Ecom Forte Logotype

    Ecom Forte

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    10% AI Development
    10% Advertising +7 services
    10% Business Consulting
    10% Custom Software Development
    10% Digital Strategy
    10% Direct Marketing
    10% E-Commerce Development
    10% Email Marketing
    10% Social Media Marketing

    Founded in 2025, Ecom Forte is an Advertising company. The firm offers Advertising and Direct Marketing, and is small.

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  • GigHz Logotype

    GigHz

    Not yet reviewed

    $50,000+
    $300+ / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Financial Advising & Planning +2 services
    20% Financial Consulting
    20% Real Estate Law

    GigHz, a Business Consulting company, was launched in 2025. The team specializes in Business Consulting and Financial Advising & Planning.

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  • Stonecut Logotype

    Stonecut

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Product Design +2 services
    20% Web Design
    20% Web Development

    Stonecut, a web design agency, is located in London, England. They specialize in Web Design and Product Design.

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  • Faltec X Logotype

    Faltec X

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9

    Services provided

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

    Faltec X is a web design company. The team focuses on Web Design and Custom Software Development, and the firm is located in Mawson Lakes, Australia.

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  • Featured

    What are Featured Providers?

    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

    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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently praise Sketch Development for their cost-effectiveness and the value they deliver. Multiple reviews highlight that their pricing aligns well with client budgets, with one client noting, 'good value for cost.' Another stated they were impressed with the 'depth of knowledge' and 'excellent solutions' provided, which exceeded expectations. Overall, the sentiment is positive, with clients expressing satisfaction in the quality of service received relative to the investment made.
    Read All Reviews

    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 projects from:

    St. Louis, Missouri (8) Tucker, Georgia (1) Kansas City, Missouri (1) Mount Juliet, Tennessee (1) Nashville, Tennessee (1) Houston, Texas (1) Dayton, Ohio (1) Los Angeles, California (1) Denver, Colorado (1) Columbia, Illinois (1)
    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

    Reviews mention Exceptional performance

    Clients consistently highlight Phaedra Solutions' exceptional performance, noting their outstanding creativity, effective communication, and proactive approach. One client expressed being 'blown away' by the preliminary design drafts, while another praised their project leader as 'the best I've ever met.' The collaboration has resulted in significant platform growth, with one client stating they couldn't envision working with anyone else. Overall, feedback indicates a high level of satisfaction with their services and a strong commitment to client success.
    • UI/UX Web Design for Publishing Company
      5.0 Jun 17, 2022

      The workflow was outstanding from both sides! We played the ball to each other back and forth without any interruptions or pauses. In fact, the workflow was something, amongst other things, I appreciated the most about Phaedra Solutions. I could write a whole novel here, but I try to keep it short and sweet: their work ethics, workflow, creativity, talent, service, support, care, humour and just the atmosphere they create while working with them.

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    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

    Industry Experience

    Phaedra Solutions has demonstrated expertise across various industries, including Information Technology, Consumer Products & Services, Legal, Non-Profit, and Retail. Clients commend their professionalism, project management, and technical skills, highlighting successful software development, UI/UX design, and system implementations. The overall sentiment reflects high satisfaction, particularly in IT and legal sectors, suggesting they are well-suited for complex digital projects requiring robust technical solutions.

    Read All Reviews

    Select Industry to see insights

    Publishing Non-profit Software Nonprofit Legal Retail IT Services Advertising & marketing Other Industry Energy & natural resources Food & Beverages Information technology Consumer products & services Real estate

    View projects from:

    United States (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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    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

    Reviews mention Well-organized projects

    Clients have consistently praised Growth Loops Technology Pvt Ltd for their well-organized project management and timely delivery. One client highlighted their strong communication and detail-oriented approach, stating they are 'highly responsive' and 'proactive.' The use of Trello for project management was specifically noted as effective. Overall, the sentiment reflects a high level of satisfaction with their organized processes and ability to adapt quickly to changes, with no areas for improvement identified.
    • Mobile App Dev for Referee Knowledge Platform
      5.0 Oct 24, 2024

      Growth Loops Technology Pvt Ltd supplies strong communication and meets deadlines. They are highly responsive, detail-oriented, and organized. They lay things out clearly for us and are proactive. Growth Loops Technology Pvt Ltd uses Trello for project management and email for communication.

      Read Full Review
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    Average Project Cost Breakdown

    $10,000 to $49,000 (11) Less than $10,000 (4) $50,000 to $199,999 (4) $200,000 to $999,999 (2)

    What Clients Have Said

    Clients consistently highlight Growth Loops Technology Pvt Ltd's competitive pricing and excellent value for money. Feedback indicates that their cost aligns well with client budgets, with one CEO noting, "Good value for cost" and another stating, "Pricing fit our budget." Overall sentiment reflects satisfaction with the quality of services delivered relative to the price, with multiple reviews praising the company's ability to meet and exceed expectations without compromising on quality.
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    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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  • WeStudio Logotype

    Not yet reviewed

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

    Services provided

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

    WeStudio is an UX agency. Their small team is in İstanbul, Türkiye. Their services include UX/UI Design and Custom Software Development.

    Read more
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  • Protea Tech Logotype

    Protea Tech

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9

    Services provided

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

    Founded in 2023, Protea Tech is a software development firm. Headquartered in San Diego, California, the team specializes in Custom Software Development and Web Development.

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  • Featured

    What are Featured Providers?

    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

    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

    Average Project Cost Breakdown

    $10,000 to $49,000 (26) $50,000 to $199,999 (9) Less than $10,000 (2) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently highlight TechnoYuga Soft Pvt. Ltd.'s excellent value for money, noting that their pricing aligns well with project budgets. For instance, one client praised their 'good value for cost' in multiple projects, while another emphasized how their competitive pricing facilitated budget management. Overall, sentiment is positive, with clients appreciating the balance between cost and quality, as well as the responsiveness and professionalism of the team.
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    More responsive than most other service providers

    TechnoYuga is responsive

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

    View projects from:

    India (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)
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    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

    Reviews mention Well-organized projects

    Clients consistently commend S-PRO for their well-organized project management and effective communication. One client noted that project deadlines were regularly met, with expectations managed proactively. Another highlighted the clarity and simplicity of their project manager, stating that meetings were well-structured and all team members were aware of their responsibilities. Overall, the sentiment is highly positive, with clients appreciating S-PRO's ability to deliver on time and within budget while maintaining strong collaboration across globally distributed teams.
    • Web Development & Management for Physical Education Company
      4.5 Apr 21, 2021

      We work with 2-weeks sprints using the Scrum methodology. The technical team has daily meeting carried out by the tech lead and at the end of each sprint, we have several meetings as sprint planning and sprint review. We used Slack, Jira and GitHub as communication and project tools.

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    • Web & Mobile App Dev for Healthcare Company
      5.0 May 22, 2018

      Our project manager makes everything clear and simple. I never have to wonder about minor details or which people should be involved in the next stage. They capably plan and resources independently, based on the upcoming work. Our meetings were all well-organized, and everyone from S-PRO’s team always knew precisely what needed to be done.

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    • App Dev for Manufacturing Company
      5.0 Mar 28, 2017

      S-PRO were able to settle into the project quickly and begin delivering usable iterations with each Sprint. Despite the team being distributed globally, S-PRO delivered their tasks on time, attended meetings promptly and were able to liaise effectively with other team members, overcoming problems and impediments quickly.

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    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.

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    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

    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
    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

    Reviews mention Experienced

    The overall sentiment regarding CodeNinja's experience is highly positive. Clients have noted their knowledgeable and experienced resources, particularly in the banking domain. One client highlighted the timely delivery of projects and effective communication, stating, 'their resources were very responsive.' While there was a suggestion for more frequent check-ins during early development stages, the general consensus is that the collaboration was smooth and efficient, demonstrating strong project management capabilities.
    • IT Staff Augmentation for Bank
      5.0 Sep 9, 2025

      They're knowledgeable and experienced resources well versed with the banking domain.

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    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

    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

    View projects from:

    Pakistan (20) Saudi Arabia (10) United States (4) England (3) United Arab Emirates (3) Canada (2) Singapore (1) Sweden (1) Switzerland (1) Thailand (1) Netherlands (1) India (1) Chile (1)
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  • CYFR Assist Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Dar-el-Beida, Morocco

    Services provided

    80% Staffing
    20% AI Consulting

    CYFR Assist, a Staffing company, is based in Dar-el-Beida, Morocco. The team specializes in Staffing and AI Consulting.

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  • Ignitia Infotech Logotype

    Not yet reviewed

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

    Services provided

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

    Ignitia Infotech, a Cybersecurity company, was founded in 2024. The small team offers Cybersecurity and Custom Software Development.

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  • Featured

    What are Featured Providers?

    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

    Industry Experience

    Trigma has demonstrated strong capabilities across various industries, including Information Technology, Manufacturing, Financial Services, and Education. Clients praised their expertise in AI integration, custom software development, and project management, noting enhanced operational efficiency and effective communication. In the IT sector, they excelled in web and mobile applications, while in Manufacturing, they streamlined workflows with tailored ERP solutions. Sentiment remains highly positive overall, indicating that Trigma is well-suited for projects requiring innovative technology solutions across these sectors.

    Read All Reviews

    Select Industry to see insights

    Media Advertising & marketing Information technology Nonprofit Utilities Other Industry Real estate Software Financial services IT Services Healthcare Business services Food & Beverages Sports Automotive Retail Arts, entertainment & music Government Publishing Consumer Products Hospitality & leisure Manufacturing Education

    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.
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    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

    View projects from:

    India (43) United States (8) England (3) Canada (1) South Korea (1) Qatar (1) Romania (1) South Africa (1) United Arab Emirates (1)
    View Profile Visit Website
    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 Easy to work with

    Clients consistently describe LANARS as 'honest, transparent, and easy to work with.' One client highlighted the seamless communication and effective project management, noting that feedback was welcomed and incorporated promptly. The organized approach, including bi-weekly demos and use of project tracking tools like Trello, contributed to a positive collaborative experience. Overall, the sentiment is overwhelmingly favorable, emphasizing LANARS' commitment to client satisfaction and adaptability.
    • Social Reading App Dev for Startup
      5.0 May 15, 2019

      It’s their honesty. LANARS gave us a very good quote in the beginning to compete with other agencies. I made some change requests after that, but they never tried to ask for higher prices. They’re honest, transparent, and easy to work with.

      Read Full Review
    Read All Reviews

    Industry Experience

    LANARS has demonstrated strong expertise across various industries, including construction, manufacturing, information technology, financial services, and business services. Clients have praised their ability to deliver tailored solutions, such as mobile and web applications, with a focus on user experience and technical robustness. Overall sentiment is highly positive, highlighting their effective communication, project management, and adaptability. Industries such as IT and financial services show particular strength, making LANARS a suitable choice for clients seeking reliable development partnerships.

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Financial services Business services Construction Information technology

    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 High-quality work

    Leobit consistently receives high praise for delivering high-quality work across various projects. Clients commend their technical expertise, timely project management, and problem-solving capabilities. For instance, one client noted their 'outstanding quality of work' and 'speed of implementation,' while another highlighted the 'high quality' of the code and their proactive communication. Overall, the sentiment reflects strong satisfaction, with clients expressing confidence in Leobit's ability to meet expectations and enhance project outcomes.
    • App Development & Testing for Financial Services Co
      5.0 Nov 28, 2023

      Leobit has delivered an outstanding quality of work, speed of implementation, and an unmatched dedication to and ownership of projects they are involved in. Our Leobit team continually exceeds expectations for on-time delivery and quality of work product.

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

      The code is generally high quality, and we work through any questions or issues that arise during development or testing. Their willingness to work through issues with us has helped us become a better team.

      Read Full Review
    • Dev Staff Augmentation for SaaS Company
      5.0 Jun 11, 2020

      They were able to start contributing on day one with high-quality work. We can tell that they’re bright developers through their code and communication. We’re happy and view this as a long-term partnership.

      Read Full Review
    • Dev Staff Augmentation for Mobile Application
      5.0 Oct 23, 2019

      The overall quality of deliverables has been very good. They’re driven and consistently ask the right questions. I didn’t need to be worried about the extra time and effort spent on working with an offshore team because they were very efficient.

      Read Full Review
    • Dev Team Augmentation for Real Estate CRM
      5.0 Sep 27, 2019

      The quality of code is very high, even considering the ad hoc fashion in which we’ve worked. We’ve received positive feedback from the user testing we’ve conducted.

      Read Full Review
    Read All 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

    More responsive than most other service providers

    Leobit is very responsive

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

    View 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
  • The Ikarus | Agencia de Crecimiento en Redes Sociales Logotype

    The Ikarus | Agencia de Crecimiento en Redes Sociales

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    60% Social Media Marketing
    20% AI Consulting
    20% Content Marketing

    Founded in 2021, The Ikarus | Agencia de Crecimiento en Redes Sociales is a small social media marketing agency. Their team provides Social Media Marketing and Content Marketing.

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  • Zenthic Logotype

    Zenthic

    Not yet reviewed

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

    Services provided

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

    Zenthic is a custom software development company founded in 2025. Based in Denver, Colorado, the team specializes in Custom Software Development and Web Development.

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  • Datneur-AI Logotype

    Datneur-AI

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +2 services
    20% Custom Software Development
    20% IT Managed Services

    Business intelligence company Datneur-AI was established in 2025. The team offers BI & big data consulting & SI and cloud consulting & SI and is headquartered in Chennai, India.

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  • Saiko Logotype

    Saiko

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2 services
    20% Robotics Process Automation
    20% Web Development

    Saiko, a small software development company, is in Glifada, Greece. Their services include Custom Software Development and Web Development.

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  • TechForStack Logotype

    TechForStack

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2 services
    20% Social Media Marketing
    20% Web Development

    TechForStack, a social media marketing company, was founded in 2025. The team provides Social Media Marketing and Custom Software Development.

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  • Emil Slavin Logotype

    Emil Slavin

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% IT Managed Services +2 services
    20% IT Strategy Consulting
    20% Web Development

    Emil Slavin is an IT strategy consulting company. The small Rishon LeZion, Israel-based team specializes in IT strategy consulting and IT managed services. The firm was founded in 2004.

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  • ALBaloshi.Tech Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% Low/No Code Development +2 services
    20% Mobile App Development
    20% Web Development

    ALBaloshi.Tech is a Gwadar, Pakistan-based software development company. They offer Custom Software Development and Web Development.

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  • Talmond Consulting Services Logotype

    Talmond Consulting Services

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    20% Business Consulting
    20% Corporate Training & Coaching
    20% Generative AI +2 services
    20% Graphic Design
    20% Web Design

    Web design agency Talmond Consulting Services was launched in 2024. The team offers Web Design and Graphic Design and is in Pune, India.

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  • Zynqor Logotype

    Zynqor

    Not yet reviewed

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

    Services provided

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

    Zynqor is a web development company. The Cairo, Egypt-based company was established in 2025. Their services include Web Development and Mobile App Development.

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  • Azcera Logotype

    Azcera

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    20% AI Agents
    20% AI Development
    20% UX/UI Design +2 services
    20% Web Design
    20% Web Development

    Azcera, a web design agency, was established in 2025. The team focuses on Web Design and UX/UI Design.

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  • Carpathian Logotype

    Carpathian

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    50% Custom Software Development
    30% Cybersecurity
    20% AI Development

    Carpathian is a software development company. They offer Custom Software Development and Cybersecurity and were launched in 2023. The firm is based in Ankeny, Iowa.

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  • Beepeeo Ltd Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Bidford-on-Avon, England

    Services provided

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

    Beepeeo Ltd is an UX company. The team specializes in UX/UI Design and IT staff augmentation, and the firm is in Bidford-on-Avon, England.

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  • Bento-Bits Logotype

    Not yet reviewed

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

    Services provided

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

    Bento-Bits is a custom software development firm located in Vadodara, India. Their services include Custom Software Development and Web Development.

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  • VIRAMS SYSTEMS PRIVATE LIMITED Logotype

    VIRAMS SYSTEMS PRIVATE LIMITED

    Not yet reviewed

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

    Services provided

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

    VIRAMS SYSTEMS PRIVATE LIMITED is a Kolhapur, India-based software development company. Their services include Custom Software Development and Web Development.

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  • Truelysis Pvt LTD Logotype

    Not yet reviewed

    $25,000+
    $25 - $49 / hr
    2 - 9
    Sahibzada Ajit Singh Nagar, India

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% Search Engine Optimization +2 services
    20% Web Design
    20% Web Development

    Truelysis Pvt LTD is a SEO services firm based in Sahibzada Ajit Singh Nagar, India. The team focuses on Search Engine Optimization and Web Design.

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  • aimeon Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9
    München, Germany

    Services provided

    40% IT Strategy Consulting
    20% AI Consulting
    20% Business Consulting +1 service
    20% E-Commerce Development

    Headquartered in München, Germany, aimeon is a small IT strategy consulting company. The team offers IT strategy consulting and E-Commerce Development.

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  • SNH Digitals Logotype

    SNH Digitals

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Advertising
    20% Marketing Strategy +2 services
    20% Social Media Marketing
    20% Web Development

    SNH Digitals, an Advertising company, provides Advertising and Marketing Strategy. The agency is in Kanpur, India.

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  • Authentic Bridge LLC Logotype

    Authentic Bridge LLC

    Not yet reviewed

    $25,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    20% AI Consulting
    20% Application Management & Support
    20% Cloud Consulting & SI +2 services
    20% IT Strategy Consulting
    20% Robotics Process Automation

    Authentic Bridge LLC, an IT strategy consulting company, is based in Moorestown, New Jersey. The team focuses on IT strategy consulting and cloud consulting & SI.

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  • CORPEAK BİLİŞİM SİSTEMLERİ DİJİTAL PAZARLAMA SANAYİ TİCARET LİMİTED ŞİRKETİ Logotype

    CORPEAK BİLİŞİM SİSTEMLERİ DİJİTAL PAZARLAMA SANAYİ TİCARET LİMİTED ŞİRKETİ

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% Custom Software Development
    20% Generative AI
    20% Mobile & App Marketing +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    CORPEAK BİLİŞİM SİSTEMLERİ DİJİTAL PAZARLAMA SANAYİ TİCARET LİMİTED ŞİRKETİ is a social media marketing company. Their services include Social Media Marketing.

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  • Desk Master AI Logotype

    Desk Master AI

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    80% AI Agents
    20% AI Development

    Desk Master AI is an AI Agents company. Established in 2022, their team specializes in AI Agents and Artificial Intelligence.

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  • HYNOX Logotype

    HYNOX

    Not yet reviewed

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

    Services provided

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

    HYNOX, a custom software development company, was launched in 2024. The team specializes in Custom Software Development and Web Development and is based in Tirupur, India.

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  • Plysmotix Tech Lab Logotype

    Plysmotix Tech Lab

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Low/No Code Development +2 services
    20% Robotics Process Automation
    20% Web Development

    Plysmotix Tech Lab is a small custom software development firm. Founded in 2023, the team specializes in Custom Software Development and Web Development.

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  • Nextify Globaltech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Hyderabad, India

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% IT Strategy Consulting +2 services
    20% Mobile App Development
    20% Web Development

    Nextify Globaltech, an IT strategy consulting company, was established in 2025. They provides IT strategy consulting and cloud consulting & SI.

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  • AKVIP TECHNOLOGIES Logotype

    AKVIP TECHNOLOGIES

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

    20% AI Development
    20% IT Managed Services
    20% Social Media Marketing +2 services
    20% Web Design
    20% Web Development

    AKVIP TECHNOLOGIES is a social media marketing agency. The Hyderabad, India-based team specializes in Social Media Marketing and Web Design.

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  • Black Swan Labs | BSLabs Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9
    Dubai, United Arab Emirates

    Services provided

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

    Black Swan Labs | BSLabs is a SEO company. They provide Search Engine Optimization and UX/UI Design and were established in 2020. The firm is in Dubai, United Arab Emirates.

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  • Aurum Media Group Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Jerusalem, Israel

    Services provided

    20% AI Development
    20% Branding
    20% Pay Per Click +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    Aurum Media Group is a Jerusalem, Israel-based branding firm. They offer Branding and Social Media Marketing.

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  • Synlane TechCore Private Limited Logotype

    Synlane TechCore Private Limited

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% API Development
    20% Custom Software Development +2 services
    20% IT Managed Services
    20% Mobile App Development

    Synlane TechCore Private Limited is an IT managed services company located in Gwalior, India. They offer IT managed services and Custom Software Development.

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  • Zoradevs Technologies Pvt Ltd Logotype

    Not yet reviewed

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

    Services provided

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

    User experience design agency Zoradevs Technologies Pvt Ltd is based in Ghaziabad, India. Their services include UX/UI Design and Custom Software Development.

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  • Stratum PR Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9
    Trujillo Alto, Puerto Rico

    Services provided

    20% AI Development
    20% CRM Consulting and SI
    20% ERP Consulting and SI +2 services
    20% Enterprise App Modernization
    20% IT Strategy Consulting

    Established in 2025, Stratum PR is an IT strategy consulting company. The company provides IT strategy consulting and CRM consulting and SI.

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  • Vetted Outsource Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Tel Aviv-Yafo, Israel

    Services provided

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

    Cloud consulting & SI company Vetted Outsource was founded in 2025. Based in Tel Aviv-Yafo, Israel, the team offers cloud consulting & SI and Custom Software Development.

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  • Sofmu Logotype

    Sofmu

    Not yet reviewed

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

    Services provided

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

    Sofmu is a custom software development company. They were launched in 2025 and specialize in Custom Software Development and Web Development.

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  • Nerovixa Logotype

    Nerovixa

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% ERP Consulting and SI +2 services
    20% Mobile App Development
    20% Web Development

    Nerovixa is a small ERP consulting and SI company. Established in 2025, the team provides ERP consulting and SI and Custom Software Development.

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    View Profile
  • SunMediaLab Logotype

    SunMediaLab

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    20% Advertising
    20% Content Marketing
    20% Generative AI +2 services
    20% IT Managed Services
    20% Social Media Marketing

    Founded in 2024, SunMediaLab is a small nicosia, Cyprus-based Advertising company. Their services include Advertising and Social Media Marketing.

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  • Cosman-IT Logotype

    Cosman-IT

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +2 services
    20% Corporate Training & Coaching
    20% Custom Software Development

    Cosman-IT is a big data analytics company founded in 2016. The firm offers BI & big data consulting & SI and cloud consulting & SI, and is small.

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  • Neuro Verge Logotype

    Neuro Verge

    Not yet reviewed

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

    Services provided

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

    Neuro Verge, a cloud consulting & SI company, specialize in cloud consulting & SI and IoT development. They were launched in 2024.

    Read more
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  • pragmica Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Los Angeles, CA

    Services provided

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

    Pragmica is a branding firm. They are located in Los Angeles, California and New York, New York and have small team of experts. Their services include Branding and UX/UI Design.

    Read more
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  • Squaretic Technologies Logotype

    Squaretic Technologies

    Not yet reviewed

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

    Services provided

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

    Headquartered in Mangalore, India, Squaretic Technologies is a website development firm. They provide Web Development and Mobile App Development and were established in 2025.

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    More responsive than most other service providers

    Squaretic Technologies 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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  • Flownova AI & IT Services GmbH Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9
    Walsrode, Germany

    Services provided

    20% AI Agents
    20% AI Development
    20% Custom Software Development +2 services
    20% DevOps Managed Services
    20% E-Commerce Development

    Flownova AI & IT Services GmbH is a software development company. The Walsrode, Germany-based company specializes in Custom Software Development and E-Commerce Development.

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  • Luniv Technology Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Rockford, MI

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% DevOps Managed Services
    20% IT Managed Services

    Luniv Technology is a cloud consulting & SI company. Established in 2024, their team focuses on cloud consulting & SI and IT managed services.

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

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

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We evaluate service providers using a structured methodology that combines:

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

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Ability to deliver
Focus
Clutch Leaders Matrix

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

1 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 ServReality
12 Scopic
13 Edvantis
14 BlueLabel
15 GenAI.Labs USA

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
  11. 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
  12. 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
  13. 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
  17. 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
  18. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

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

    Ability to deliver

    38.1/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    45% AI Development
    55% 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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Adding AI is only the start. This guide breaks down the real challenges teams face after launch with data quality, integration, monitoring, and maintaining...

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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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