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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 15, 2026
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15 Leaders 15 Contenders

23,161 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 Puts the customer first

    The overall sentiment regarding Simform's customer-first approach is highly positive. Clients appreciate the team's responsiveness and commitment, exemplified by an instance where an owner reassured a client after a missed deadline, demonstrating care and accountability. Regular communication and collaborative scoping processes further reinforce their dedication to client needs. One client emphasized that Simform is integral to their business success, highlighting their genuine investment in project outcomes.
    • Custom Software Development for Sports Club Mgmt Co
      5.0 Jul 29, 2025

      The team in Simform cares about the project. Went above and beyond the call of duty to keep projects on track. We had a small number of teething problems initially. These were fixed as soon as the Irish team visited the Simform team in person.

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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

    Industry Experience

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

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    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.
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    Designli Logotype

    Designli

    5.0 79 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 79 projects

    Reviews mention Accessible

    Clients consistently praise Designli for their accessibility and responsiveness. One client noted, 'Keith and Josh are very responsive to emails,' which reflects their commitment to clear communication. Another highlighted, 'They keep me informed about what they’re working on,' indicating a transparent workflow. Overall, the sentiment is highly positive, with clients appreciating the team's ability to explain complex technology in relatable terms and their ongoing support throughout project phases.
    • Native iOS App Dev for Utility Service Provider
      5.0 Aug 16, 2018

      The team is great. They send a report every Friday that gives us an update on their progress. It shows where they're at for each individual product, the number of hours spent, and the number of hours left on the estimate. They're always available for a call, and are very good about communicating. In particular, they give good feedback on ways to improve the projects.

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    Industry Experience

    Designli has demonstrated expertise across various industries, including medical, IT, business services, legal, and education. Clients praised their adaptability, effective communication, and commitment to delivering high-quality solutions. In the medical sector, they excelled in creating user-friendly platforms for clinical trials and patient engagement. Feedback from IT companies highlights their capability to modernize applications and streamline processes. Overall, Designli is well-regarded for its customer-centric approach, making them a suitable choice for organizations seeking development and design solutions.

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    Select Industry to see insights

    Financial services Healthcare Real estate Consulting Nonprofit Social Networking Other industries Other Industry IT Services Software Energy & natural resources Wellness & Fitness Automotive Transportation Food & Beverages Manufacturing Gambling Utilities Human Resources Sports Arts, entertainment & music Media Construction Legal Information technology Medical Business services Education

    Average Project Cost Breakdown

    $10,000 to $49,000 (34) $50,000 to $199,999 (19) $200,000 to $999,999 (5) Less than $10,000 (3) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients generally express satisfaction with Designli's cost-effectiveness and value for money. One CEO noted, "Designli has exceeded my expectations" despite initial project overages, as they absorbed additional costs and provided free maintenance. Another customer highlighted the company's "good value for cost," emphasizing transparency in pricing and deliverables. However, some clients mentioned that while the services are priced at the higher end, the quality justifies the expense, stating, "you get what you pay for" in terms of quality and support.
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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.
    Get in Touch
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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

    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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  • Advanced Humanoids Logotype

    Advanced Humanoids

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Launched in 2021, Advanced Humanoids is a small IT strategy consulting company. Their services include IT strategy consulting and Custom Software Development.

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  • Design95 Logotype

    Design95

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Graphic Design
    20% Performance Marketing +2 services
    20% Web Design
    20% Web Development

    Design95 is a web design agency located in Brownstown, Michigan. Their services include Web Design and Graphic Design.

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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

    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 Easy to work with

    Clients consistently emphasize WillowTree's approachability and collaborative nature, noting their ease of interaction. One client highlighted that the team was 'very personable and easy to interact with,' while another stated they found the relationship 'good' and appreciated the team's willingness to make improvement suggestions. Overall, the sentiment reflects a strong appreciation for WillowTree's communicative style and dedication to maintaining alignment throughout engagements.
    • Mobile App Dev for Sports News Network
      5.0 Sep 12, 2018

      We’ve worked with a variety of developers at different stages in their careers at the company but the relationships with them have always been good. They’re collaborative and easy to work with. They’re not afraid to make suggestions for improvements and do a lot of research on their own to find better options.

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    • New Product Market Research & UI/UX Workflow for Printer Co
      5.0 Jun 16, 2020

      I have worked with many software development partners in my career, and the thing I liked about them and what I think makes them stand out is how interactive they were throughout the engagement. There were regular checkpoint meetings just to make sure we were aligned and they were on the right track. The way that they interacted with us and kept us in the loop regarding what they were doing, why they were doing it, and how they were doing it was valuable. They were very personable and easy to interact with.

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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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    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 Patient

    The overall sentiment regarding patience is highly positive. Clients frequently commend Moove It's patience in addressing evolving project needs. For instance, Exo Imaging highlighted their patience during iterative changes, stating, 'They’re really patient' and 'the problem isn’t on Moove It’s side.' Similarly, StarterHome's founder noted, 'Moove It was very patient with me,' particularly in explaining technical details. This consistent feedback underscores Moove It's commitment to accommodating client requirements and fostering productive collaboration.
    • Development for Medical Solutions Company
      4.5 Aug 27, 2020

      They’re really patient. Sometimes they have to rework some things because we’re improving what we’re working on. It’s difficult to give metrics but the problem isn’t on Moove It’s side, it’s because we’re changing a lot on our side.

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    • Mobile App MVP for Recovery Company
      5.0 Jun 5, 2019

      Even though I was unfamiliar with a lot of the technical details, Moove It was very patient with me. In particular, Rafael excels at speaking with laymen about technical subjects. He understands my needs, addresses them, and then brings my ideas to life.

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

      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. They’re personable and easy to communicate with. Even with their technical expertise, they were patient about re-explaining things for me and putting the explanations into words I could understand.

      Read Full Review
    • iOS App Dev for Media Jobs Company
      5.0 Jul 11, 2017

      They did what they could for me at every single moment, even if I had to figure out funding or something. They’re patient and willing to work with you. Martin and Washington, who are some of the developers I work with, send me articles that are relevant to my company or what we’re doing.

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    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

    View projects from:

    United States (53) Canada (1) Chile (1) Paraguay (1) Uruguay (1)
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  • Digital Growth Hive Logotype

    Digital Growth Hive

    Not yet reviewed

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

    Services provided

    20% Conversion Optimization
    20% Generative AI
    20% Pay Per Click +2 services
    20% Search Engine Optimization
    20% Social Media Marketing

    Launched in 2021, Digital Growth Hive is a social media marketing company. The company specializes in Social Media Marketing and Conversion Optimization.

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  • Stackwise Logotype

    Stackwise

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Agents
    20% AI Development
    20% Custom Software Development +2 services
    20% Microservices Architecture Services
    20% Web Development

    Located in Dubai, United Arab Emirates, Stackwise is a custom software development firm. They provide Custom Software Development and Web Development.

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  • Nimble Software Lab ltd. Logotype

    Nimble Software Lab ltd.

    Not yet reviewed

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

    Services provided

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

    Nimble Software Lab ltd. Is a Dhaka, Bangladesh-based cloud consulting & SI company. The team provides cloud consulting & SI and Custom Software Development.

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  • Unicorn Ranch Logotype

    Unicorn Ranch

    Not yet reviewed

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

    Services provided

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

    User experience design agency Unicorn Ranch is located in Tiranë, Albania. They provide UX/UI Design and Custom Software Development.

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  • Assestics Logotype

    Assestics

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Cloud Consulting & SI +2 services
    20% DevOps Managed Services
    20% Web Development

    Assestics is a cloud consulting & SI company. Their small team of employees is headquartered in Malegaon, India. Their team offers cloud consulting & SI and Web Development.

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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
    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.

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    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 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)
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    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 Professional

    Client feedback highlights Phaedra Solutions' professionalism and reliability across multiple projects. Notably, clients have praised their consistent adherence to project timelines, transparent communication, and ability to understand and execute product visions effectively. One client remarked on their 'extremely professional, responsive, and dependable' nature, while another emphasized their 'highly efficient, professional and reliable' project management. Overall, sentiment around professionalism is overwhelmingly positive, with clients expressing satisfaction with their collaborative approach and quality of deliverables.
    • Mobile App Dev for Interactive Learning Platform
      5.0 Feb 6, 2024

      The project management from Phaedra is highly efficient, professional and reliable. The project management was excellent, and meetings were recorded. The team members were all very kind and motivated! They are open to finding arrangements and adapting to change and new circumstances.

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    • Custom Software Dev for Event Management Company
      4.5 Mar 9, 2026

      Phaedra Solutions consistently follows our project timelines and maintains transparent communication regarding development progress and deliverables. Their team is extremely professional, responsive, and dependable, ensuring that expectations are clearly managed and milestones are delivered on time. We communicate via virtual meetings. What we’ve been most impressed by working with Phaedra Solutions is their professionalism, responsiveness, and ability to consistently deliver high-quality work.

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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

    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
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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

    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

    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.
    Read All Reviews

    View projects from:

    United States (14) England (6) Canada (1) Denmark (1) France (1) Switzerland (1) Thailand (1) Ukraine (1)
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  • Cruesoft Technologies Logotype

    Cruesoft Technologies

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Cruesoft Technologies is a web design agency. Their small team is in Delhi, India and focuses on Web Design and Custom Software Development. The agency was founded in 2020.

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  • TechTornix Solutions Logotype

    TechTornix Solutions

    Not yet reviewed

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

    Services provided

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

    TechTornix Solutions is an UX design company. Established in 2024, the firm specializes in UX/UI Design and Custom Software 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

    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)
    View Profile Visit Website
    S-PRO Logotype

    S-PRO

    4.9 46 reviews
    Verified
    $25,000+
    $50 - $99 / 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 Open to feedback

    Clients have expressed a positive sentiment regarding S-PRO's openness to feedback. One client noted that S-PRO was 'very attentive to my feedback' and handled requests seriously, which fostered a strong partnership. Another client highlighted that S-PRO's 'feedback/advice is always useful and critical' to the project's success, showcasing their commitment to continuous improvement. Overall, the feedback indicates that S-PRO values collaboration and actively seeks to incorporate client insights into their work.
    • Web App Dev for Digital Asset Management Company
      5.0 Mar 16, 2021

      S-PRO is quick to take our feedback as well as give us feedback on how we can improve the collaboration. Everything has been working smoothly. Make sure that communication is smooth from the very beginning of your engagement. Have a good working relationship where every problem or issue can be addressed openly and quickly.

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    • Custom Mobile App Dev & Design for P2P Freelance Solution
      5.0 Jan 22, 2020

      They handled it well despite the difficulties along the way. It wasn’t easy sometimes, but they were very attentive to my feedback. Whenever there was a critical issue from my side, they were very reactive and took it very seriously. They handled my requests really well.

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    • React Native Mobile App Dev for Startup
      4.5 May 31, 2018

      They communicate well with us and are enthusiastic about the project. S-PRO are open to feedback and are always looking to improve. Even when the project was going in a bad direction, they were able to find solutions and change our initial disappointment into satisfaction.

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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.

    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

    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+
    $25 - $49 / 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

    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

    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)
    View Profile Visit Website
  • ilaunch Logotype

    ilaunch

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Application Management & Support
    20% Blockchain +2 services
    20% DevOps Managed Services
    20% Web Development

    Ilaunch is a web development firm. Established in 2025, their team focuses on Web Development and Artificial Intelligence.

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  • Stalvix Logotype

    Stalvix

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Application Testing
    20% Cloud Consulting & SI +2 services
    20% DevOps Managed Services
    20% Low/No Code Development

    Founded in 2023, Stalvix is a small cloud consulting & SI company. Their services include cloud consulting & SI and Artificial Intelligence.

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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

    25% AI Development
    15% AI Agents
    15% Generative AI +6 services
    10% Custom Software Development
    10% Mobile App Development
    10% Web Development
    5% AR/VR Development
    5% Cloud Consulting & SI
    5% IoT 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 Team players

    Clients consistently highlight Trigma's exemplary teamwork and collaboration. One client noted, 'We really felt part of the team,' emphasizing the seamless integration and communication throughout the project. Additionally, their ability to explain complex AI concepts clearly showcased their dedication and expertise. Overall, the sentiment reflects a strong appreciation for Trigma's professionalism and commitment to client success.
    • Custom Software Dev for Digital Marketing Company
      5.0 Mar 5, 2024

      They were great at keeping things moving. From communicating to timely delivery, everything was handled well with utmost professionalism. We really felt part of the team.

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    Read All Reviews

    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

    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
    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

    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 Professional

    Client feedback highlights Leobit's professionalism, with multiple reviews emphasizing their responsive and dedicated approach. One client noted, "They were very responsive and attuned to what we needed," while another stated that the team was "super professional and agile." Overall sentiment reflects a strong appreciation for their work ethic and communication skills, with clients expressing satisfaction in project management and timely delivery, reinforcing the notion that Leobit operates with a high level of professionalism.
    • Front- & Backend Dev for Insurance MLOps Software Company
      5.0 May 7, 2024

      They were super professional and agile. The range of skills from UI to development and their flexibility were impressive. They structured everything well through product management.

      Read Full Review
    • Custom Software Development Outsourcing for Bail Loan Firm
      5.0 Jan 19, 2021

      Leobit communicates well. They have really nice English skills, and they are always very polite and friendly. They’re available whenever I need to discuss something with them. Everything is done in a really professional manner.

      Read Full Review
    • Development of Applicant Tracking System
      5.0 Jun 24, 2019

      Leobit is professional and responsive. They’re dedicated to doing the right thing for us. They began by drilling down on our requirements. The first few weeks were very iterative; they clarified and made sure they understood the requirements.

      Read Full Review
    • Website & App Development for Media Company
      5.0 Apr 19, 2019

      Leobit has been professional to work with. We primarily communicate through phone calls, email, and Skype. Whenever there are issues, they collaborate effectively to find a solution.

      Read Full Review
    • Full Stack Development for Media System
      5.0 Oct 10, 2018

      The key to our collaboration is our mutual passion and professionalism. Putting extensive effort into setting up the communication pipelines and workflow was necessary and has paid off. I most appreciated Leobit’s skills, friendliness, and professionalism.

      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

    Average Project Cost Breakdown

    $50,000 to $199,999 (14) $10,000 to $49,000 (9) $200,000 to $999,999 (7) Less than $10,000 (5)

    What Clients Have Said

    Clients consistently express satisfaction with Leobit's cost-effectiveness and value for money. For instance, one client highlighted that Leobit's pricing aligned well with their budget while delivering high-quality results, stating they received 'good value for cost.' Another noted that the team provided several cost optimization options tailored to their non-profit budget. Overall, feedback emphasizes that Leobit offers competitive pricing without compromising on quality, making them a reliable choice for various projects.
    Read All Reviews

    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
  • Siplora Tech Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Ahmedabad, India

    Services provided

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

    Siplora Tech is an user experience design company. The team provides UX/UI Design and Web Development and is in Ahmedabad, India.

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  • DevOps Guy Logotype

    DevOps Guy

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% DevOps Managed Services +2 services
    20% Mobile App Development
    20% Web Development

    Launched in 2025, DevOps Guy, a small cloud consulting & SI company, is located in Gandhinagar, India. Their services include cloud consulting & SI and Web Development.

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  • ENTER Konsult Logotype

    ENTER Konsult

    Not yet reviewed

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

    Services provided

    30% Business Consulting
    30% Custom Software Development
    20% AI Consulting +1 service
    20% IT Strategy Consulting

    ENTER Konsult, a custom software development firm, was established in 2023. The team provides Custom Software Development and Business Consulting and is located in Cape Town, South Africa.

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  • Grills Tech Logotype

    Grills Tech

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Grills Tech is a small Nagpur, India-based software development firm. Their services include Custom Software Development and Web Development.

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  • Tecveq Logotype

    Tecveq

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Graphic Design
    20% Mobile App Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Tecveq, a SEO services firm, is based in London, England. Their services include Search Engine Optimization and Graphic Design.

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  • Debcure Technologies Logotype

    Debcure Technologies

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    20% AI Agents
    20% AI Development
    20% BI & Big Data Consulting & SI +2 services
    20% Mobile App Development
    20% Web Development

    Launched in 2024, Debcure Technologies is a data analytics company. Based in Karnal, India, the team specializes in BI & big data consulting & SI and Web Development.

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  • Agentline Logotype

    Agentline

    Not yet reviewed

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

    Services provided

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

    Founded in 2022, Agentline is a small Islamabad, Pakistan-based software development firm. Their services include Custom Software Development and Mobile App Development.

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  • beesite Logotype

    beesite

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

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

    Small SEO company beesite, is based in Ahmedabad, India. The team offers Search Engine Optimization and Web Design.

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  • Adaptive Analytix Logotype

    Adaptive Analytix

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% DevOps Managed Services +2 services
    20% Mobile App Development
    20% Web Development

    Software development company Adaptive Analytix was founded in 2023. The team provides Custom Software Development and Web Development and is based in Carbondale, Illinois.

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  • Armadillo Automation & AI LLC Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Austin, TX

    Services provided

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

    Armadillo Automation & AI LLC is a custom software development company. The Austin, Texas-based firm was launched in 2025. Their team focuses on Custom Software Development and Web Development.

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  • G1 Technologies Logotype

    G1 Technologies

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Blockchain
    20% Cloud Consulting & SI +2 services
    20% Custom Software Development
    20% IoT Development

    G1 Technologies is a New Delhi, India-based cloud consulting & SI company. Established in 2018, the team specializes in cloud consulting & SI and Custom Software Development.

    Read more
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  • BurTech Solution Logotype

    BurTech Solution

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

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

    BurTech Solution, a custom software development firm, was launched in 2022. The team focuses on Custom Software Development and Web Development.

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    View Profile
  • HiVergent AI Logotype

    HiVergent AI

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    20% AI Agents
    20% AI Consulting
    20% Business Consulting +2 services
    20% CRM Consulting and SI
    20% Corporate Training & Coaching

    Launched in 2025, HiVergent AI, a small CRM consulting and SI company, is headquartered in Fairview, Texas. Their services include CRM consulting and SI and Business Consulting.

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  • Cogninode Software Logotype

    Cogninode Software

    Not yet reviewed

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

    Services provided

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

    Cogninode Software is an IT strategy consulting company. The Dhenkanal , India-based agency offers IT strategy consulting and Custom Software Development.

    Read more
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  • qasolvex Logotype

    Not yet reviewed

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

    Services provided

    80% Application Testing
    20% Generative AI

    Qasolvex is a small Application Testing company founded in 2025. Their services include Application Testing and Generative AI.

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  • Top Automator Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    București, Romania

    Services provided

    30% Web Design
    25% AI Agents
    20% AI Development +2 services
    15% Web Development
    10% Custom Software Development

    Located in București, Romania, Top Automator is a web design company. They offer Web Design and AI Agents.

    Read more
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  • iSoftwareLab Logotype

    Not yet reviewed

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

    Services provided

    20% Custom Software Development
    15% Mobile App Development
    15% Web Development +9 services
    10% AI Development
    5% AI Agents
    5% AI Consulting
    5% E-Commerce Development
    5% Generative AI
    5% IT Managed Services
    5% IT Strategy Consulting
    5% Low/No Code Development
    5% Microservices Architecture Services

    Software development firm iSoftwareLab is based in Bhopal, India. The team focuses on Custom Software Development and Mobile App Development.

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  • EvoTech Studio Logotype

    EvoTech Studio

    Not yet reviewed

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

    Services provided

    20% AI Agents
    20% AI Development
    20% Business Consulting +2 services
    20% CRM Consulting and SI
    20% Custom Software Development

    Launched in 2024, EvoTech Studio, a small CRM consulting and SI company, is headquartered in Karachi , Pakistan. Their team focuses on CRM consulting and SI and Custom Software Development.

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  • Prime App Solution Logotype

    Prime App Solution

    Not yet reviewed

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

    Services provided

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

    Small web development firm Prime App Solution, is in Orlando, Florida. Their services include Web Development and Mobile App Development.

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  • CorcoLabs Logotype

    Not yet reviewed

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

    Services provided

    40% Custom Software Development
    10% AI Consulting
    10% AI Development +4 services
    10% API Development
    10% IoT Development
    10% Mobile App Development
    10% Web Development

    CorcoLabs is a software development firm. Founded in 2012, the firm is located in Veržej, Slovenia. Their team focuses on Custom Software Development and Web Development.

    Read more
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  • Clooyzi Logotype

    Clooyzi

    Not yet reviewed

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

    Services provided

    40% Search Engine Optimization
    40% Web Development
    20% AI Development

    Clooyzi is a small Manglore, India-based web development firm. The team provides Web Development and Search Engine Optimization.

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  • Dexosoft solutions Logotype

    Not yet reviewed

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

    Services provided

    15% Application Management & Support
    15% Web Development
    10% AI Consulting +8 services
    10% API Development
    10% Custom Software Development
    10% Generative AI
    10% Mobile App Development
    5% AI Agents
    5% Application Testing
    5% DevOps Managed Services
    5% Microservices Architecture Services

    Launched in 2025, Dexosoft solutions is a small website development firm located in Bhubaneswar, India and Chennai, India. Their team focuses on Web Development and Application Management & Support.

    Read more
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  • Jalenthra Private Limited Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Kanchipuram, India

    Services provided

    20% AI Agents
    20% AI Development
    20% Custom Software Development +3 services
    15% Mobile App Development
    15% Web Development
    10% E-Commerce Development

    Software development firm Jalenthra Private Limited specializes in Custom Software Development and AI Agents. They were launched in 2025.

    Read more
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  • Tech Aelia Logotype

    Tech Aelia

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9

    Services provided

    20% Custom Software Development
    15% AI Development
    10% E-Commerce Development +9 services
    10% Mobile App Development
    10% Web Development
    5% AI Agents
    5% API Development
    5% Generative AI
    5% Low/No Code Development
    5% Other Application Development
    5% UX/UI Design
    5% Web Design

    Tech Aelia is a software development firm launched in 2024. In Lahore, Pakistan, the team focuses on Custom Software Development and Artificial Intelligence.

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  • Bluespace Studio Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    Agra, India

    Services provided

    30% Custom Software Development
    20% Low/No Code Development
    20% Web Development +4 services
    15% AI Development
    5% AI Consulting
    5% CRM Consulting and SI
    5% Product Design

    Bluespace Studio is a custom software development company established in 2022. The small team focuses on Custom Software Development and Web Development.

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  • Stevens Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9
    Winter Park, FL

    Services provided

    60% Custom Software Development
    20% AI Development
    20% Web Development

    Stevens, a custom software development firm, was launched in 2025. Headquartered in Winter Park, Florida, the team specializes in Custom Software Development and Artificial Intelligence.

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  • Servants Impact Solutions Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    2 - 9
    West Greenwich, RI

    Services provided

    50% Branding
    20% AI Consulting
    10% Digital Strategy +3 services
    10% Search Engine Optimization
    5% Content Marketing
    5% Marketing Strategy

    Servants Impact Solutions, a branding firm, is in West Greenwich, Rhode Island. They focus on Branding and AI Consulting.

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  • Legion Software Inc. Logotype

    Legion Software Inc.

    Not yet reviewed

    $100,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    80% Custom Software Development
    20% Generative AI

    Software development firm Legion Software Inc. Is in Woodbury, Minnesota. Their services include Custom Software Development and Generative AI.

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  • AI Automation Nepal Pvt. Ltd. Logotype

    AI Automation Nepal Pvt. Ltd.

    Not yet reviewed

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

    Services provided

    80% AI Agents
    10% AI Consulting
    10% AI Development

    AI Automation Nepal Pvt. Ltd. Is an AI Agents company. Based in Kathmandu, Nepal, their small team specializes in AI Agents and Artificial Intelligence. The agency was launched in 2025.

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  • pixw.ai Logotype

    pixw.ai

    Not yet reviewed

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

    Services provided

    20% Corporate Photography
    20% Custom Software Development
    20% E-Commerce Development +2 services
    20% Generative AI
    20% Video Production

    Pixw.ai is a small video production company founded in 2025. Their team provides Video Production and Generative AI.

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  • Ekyon Logotype

    Ekyon

    Not yet reviewed

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

    Services provided

    25% E-Commerce Development
    20% AI Development
    15% Custom Software Development +3 services
    15% Mobile App Development
    15% Web Development
    10% Marketing Strategy

    Small e-commerce development company Ekyon, is headquartered in Ahmedabad, India. Their services include E-Commerce Development and Artificial Intelligence.

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  • Jaikin Logotype

    Jaikin

    Not yet reviewed

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

    Services provided

    35% AI Agents
    30% IT Strategy Consulting
    10% AI Development +4 services
    10% Generative AI
    5% CRM Consulting and SI
    5% ERP Consulting and SI
    5% Other IT Consulting and SI

    Based in Fegersheim, France, Jaikin is an AI Agents company. Established in 2026, the team specializes in AI Agents and IT strategy consulting.

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  • Billion Game Logotype

    Billion Game

    Not yet reviewed

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

    Services provided

    50% Search Engine Optimization
    20% AI Consulting
    20% Performance Marketing +1 service
    10% Ecommerce Marketing

    Billion Game is a SEO agency. Launched in 2026, the company is headquartered in Chennai, India. Their services include Search Engine Optimization and Performance Marketing.

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  • Lusor Group LDA Logotype

    Lusor Group LDA

    Not yet reviewed

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

    Services provided

    40% IT Strategy Consulting
    20% AI Development
    20% IT Managed Services +2 services
    10% Engineering
    10% IoT Development

    Headquartered in Lisbon, Portugal, Lusor Group LDA is an IT strategy consulting company. Founded in 2022, the team specializes in IT strategy consulting and Artificial Intelligence.

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  • Ajar Artificial Intelligence Logotype

    Ajar Artificial Intelligence

    Not yet reviewed

    Undisclosed
    $200 - $300 / hr
    2 - 9

    Services provided

    15% AI Agents
    10% AI Consulting
    10% AI Development +11 services
    10% Compliance Consulting
    10% Corporate Training & Coaching
    5% Blockchain
    5% Content Moderation Services
    5% Custom Software Development
    5% Data Annotation Services
    5% Engineering
    5% Environmental Consulting
    5% Event Management
    5% Event Marketing
    5% Web Development

    Ajar Artificial Intelligence is a small AI Agents company in Amsterdam, Netherlands. Their services include AI Agents and Artificial Intelligence.

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  • Yantriki AI Technology LLP Logotype

    Yantriki AI Technology LLP

    Not yet reviewed

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

    Services provided

    25% DevOps Managed Services
    25% IT Staff Augmentation
    20% AI Consulting +2 services
    20% IoT Development
    10% AI Agents

    Yantriki AI Technology LLP is a DevOps Managed Services company founded in 2025. Their team specializes in DevOps Managed Services and IT staff augmentation.

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  • InfoShapers Logotype

    InfoShapers

    Not yet reviewed

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

    Services provided

    25% Custom Software Development
    25% Mobile App Development
    20% AI Development +3 services
    10% UX/UI Design
    10% Web Design
    10% Web Development

    InfoShapers is a small custom software development firm. They provide Custom Software Development and Mobile App Development and were launched in 2019.

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  • NullStrike Security Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9
    Kharsan, India

    Services provided

    70% Cybersecurity
    20% AI Consulting
    10% Cloud Consulting & SI

    NullStrike Security is a Cybersecurity company founded in 2025. Their services include Cybersecurity and AI Consulting.

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  • Canzuki Limited Logotype

    Canzuki Limited

    Not yet reviewed

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

    Services provided

    50% Unified Communications Consulting & SI
    20% AI Consulting
    15% BI & Big Data Consulting & SI +1 service
    15% Cloud Consulting & SI

    Canzuki Limited is a Warkworth, New Zealand-based unified communications consulting & SI company. The team offers unified communications consulting & SI and AI Consulting.

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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.

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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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 tkxel
4 fxis.ai
5 Neoteric
6 STX Next
7 blackthorn.ai
8 Dotsquares
9 Valere
10 Fingent
11 ServReality
12 Scopic
13 Edvantis
14 BlueLabel
15 GenAI.Labs USA

List of the Best Artificial Intelligence Companies

  3. tkxel Logotype

    tkxel

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

    Ability to deliver

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

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  5. 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
  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. Dotsquares Logotype

    Dotsquares

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

    Ability to deliver

    39/40.0
    19.6/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    35% AI Development
    65% 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

    60% AI Development
    40% 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
  21. 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
  22. 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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