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Top Artificial Intelligence Companies

Artificial intelligence is fueling smarter products, leaner operations, and data-driven decisions for organizations of every size. Clutch makes it easy to connect with trusted AI development companies by publishing detailed client reviews, service breakdowns, and industry focus—so you can pick a partner with confidence. Use the filters on this page to narrow results by budget, tech stack, location, or project size, then explore in-depth profiles and case studies. Prefer regional talent? Browse leading AI firms in the United States, AI companies in the United Kingdom, or AI agencies in Canada to find an expert in your area. Or check out AI agent development companies and Top AI Consultants to start automating and streamlining even further.
Ratings Updated: May 11, 2026
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15 Leaders 15 Contenders

22,977 Companies

List of the Best Artificial Intelligence Companies

  • Featured

    What are Featured Providers?

    Simform Logotype

    Simform

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

    Services provided

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

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

    See all 84 projects
    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 Transparent

    The overall sentiment regarding transparency at Designli is overwhelmingly positive. Clients consistently commend the company's clear communication and honesty throughout the project lifecycle. For instance, one client noted, "There haven't been any bad surprises, only good surprises," highlighting the absence of hidden costs. Another client stated, "Designli has been extremely communicative, open, and transparent with all questions and communications throughout the process," emphasizing the importance of their proactive approach and clarity in project management.
    • App Dev Consulting & Scoping for Defense Contractor Company
      5.0 Sep 13, 2024

      I've worked with different types of contractors, and Designli has been extremely communicative, open, and transparent with all questions and communications throughout the process. That was highly beneficial and appreciated.

      Read Full Review
    • Mobile App Dev for Educational Platform
      5.0 Dec 14, 2022

      Moreover, the team is transparent, and we get value from their developers. Be upfront, transparent, and clear to save time.

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

      They are transparent with us and proactively provide alternatives, which is greatly appreciated.

      Read Full Review
    • Web Development for Nonprofit Social Organization
      5.0 Mar 17, 2022

      Overall, their work is very transparent, so having a trustworthy partner has been very important for us.

      Read Full Review
    • Mobile App Dev for International Law Firm Network
      5.0 Jun 9, 2020

      Their honesty and transparency around the app build and features were great. They didn’t try to get more money from us.

      Read Full Review
    Read All Reviews
    3 of 3 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 3 times in the past 6 months

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

    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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    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.
    Read All Reviews

    View projects from:

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

    TRAJECTRY

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Digital Engineering +2 services
    20% IT Strategy Consulting
    20% Market Research

    Located in Shanghai, China, TRAJECTRY is a Market Research company. The team offers Market Research and IT strategy consulting.

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  • Crawlers Technologies Pvt Ltd Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Hubballi, India

    Services provided

    20% AI Development
    20% Mobile App Development
    20% Search Engine Optimization +2 services
    20% Social Media Marketing
    20% Web Development

    Crawlers Technologies Pvt Ltd is a social media marketing agency. In Hubballi, India, the team offers Social Media Marketing and Search Engine Optimization.

    Read more
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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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently highlight Azumo's competitive pricing and strong value for money. For example, the Director of nlx.ai noted that Azumo's pricing fit their budget while exceeding expectations regarding quality and speed. Similarly, a CEO emphasized Azumo's good value for cost, stating they delivered significant improvements within financial constraints. Overall, clients express satisfaction with the balance between cost and the high-quality services provided, reinforcing Azumo's reputation as a cost-effective partner.
    Read All Reviews

    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.

      Read Full Review
    Read All Reviews

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

    Reviewed 3 times in the past 6 months

    Over the past six months, clients have expressed high satisfaction with Trigma's services, particularly highlighting their expertise in AI integration and project management. One CEO praised Trigma for delivering a fully functional learning platform, noting its user-friendly design and seamless operations. Another client reported significant improvements in efficiency following an AI-driven solution implementation. Overall, feedback emphasizes the team's responsiveness, technical skills, and commitment to client success, with no notable areas for improvement identified.
    Read 3 Recent Reviews

    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)
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  • Chadura Tech Logotype

    Chadura Tech

    Not yet reviewed

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

    Services provided

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

    Launched in 2018, Chadura Tech is a small IT strategy consulting company. Their services include IT strategy consulting and cloud consulting & SI.

    Read more
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  • Code-X Logotype

    Code-X

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Development
    20% Custom Software Development
    20% E-Commerce Development +2 services
    20% IT Strategy Consulting
    20% Web Development

    Code-X is an IT strategy consulting company founded in 2019. The team focuses on IT strategy consulting and Custom Software Development.

    Read more
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  • CodeROG Software Engineering (Pvt) Ltd Logotype

    CodeROG Software Engineering (Pvt) Ltd

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Agents
    20% AI Development
    20% AR/VR Development +2 services
    20% IT Managed Services
    20% Web Development

    Based in Kandy, Sri Lanka, CodeROG Software Engineering (Pvt) Ltd is a small IT managed services company. The team offers IT managed services and Web Development.

    Read more
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  • Honest Solutions LTD Logotype

    Honest Solutions LTD

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49

    Services provided

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

    Honest Solutions LTD is a software development company in London, England and Tiranë, Albania. They offer Custom Software Development and Web Development.

    Read more
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  • Dev Studio 360 Logotype

    Dev Studio 360

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Staff Augmentation +2 services
    20% IT Strategy Consulting
    20% Microservices Architecture Services

    Dev Studio 360 is a small IT strategy consulting company established in 2020. Their services include IT strategy consulting and IT staff augmentation.

    Read more
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  • Featured

    What are Featured Providers?

    Qubika Logotype

    Qubika

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

    Services provided

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

    Qubika is a versatile software development company specializing in mobile app development, data engineering, and product design. Across their reviews, 100% of clients commend their timely delivery, responsiveness, and high-quality output. Their ability to adapt and integrate seamlessly with client teams is frequently highlighted, with 100% of reviewers noting exceptional professionalism and commitment to client success.

    See all 61 projects

    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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    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

    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 Open to feedback

    Clients have noted that Phaedra Solutions demonstrates a commendable openness to feedback, with one client highlighting the team's adaptability and willingness to find arrangements that suit evolving project needs. They appreciated the professional and reliable project management, though suggested improvements in documentation practices for better transparency regarding decision-making. Overall, the sentiment reflects a positive view of the company's responsiveness and collaborative spirit.
    • UX/UI Design for AI-Powered Platform
      5.0 Jun 28, 2025

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

      Read Full Review
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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

    More responsive than most other service providers

    Phaedra Solutions is very responsive

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

    View projects from:

    United States (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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  • Pricoris LLP Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49
    Noida, India

    Services provided

    20% AI Development
    20% Business Continuity Management
    20% Cloud Consulting & SI +2 services
    20% Cybersecurity
    20% IT Strategy Consulting

    Pricoris LLP is an IT strategy consulting company founded in 2019. Their team provides IT strategy consulting and cloud consulting & SI.

    Read more
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  • Xovak Studio (P) Limited Logotype

    Xovak Studio (P) Limited

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    Xovak Studio (P) Limited is an UX company founded in 2014. The team provides UX/UI Design and Web Development.

    Read more
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  • Featured

    What are Featured Providers?

    Growth Loops Technology Private Limited Logotype

    Growth Loops Technology Private Limited

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

    Services provided

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

    Growth Loops Technology Private Limited is a versatile software development company specializing in mobile app development, UI/UX design, and AI systems. Receiving overwhelmingly positive feedback, with 100% satisfaction from clients, reviewers consistently commend the company's technical expertise, efficient project management, and commitment to client needs, noting that 70% of clients specifically praise their ability to deliver innovative solutions within budget.

    See all 52 projects

    Reviews mention Efficient

    Clients consistently commend Growth Loops Technology for their operational efficiency and timely project delivery. For instance, one client noted their adherence to timelines and effective tracking, stating, 'the Growth Loop Technology team followed the project timeline and cash flow.' Another highlighted their 'remarkable efficiency and dependability,' emphasizing that all key deliverables were completed on time. Overall, the sentiment regarding their efficiency is overwhelmingly positive, with no significant areas for improvement identified.
    • Banking System & API Dev & UX/UI Design for Software Company
      5.0 Aug 30, 2024

      We took up their style of management, which encouraged strong teamwork. We made sure there was a structured and effective workflow with weekly syncs, sprint planning, and sprint reviews. Their business is notable for its operational effectiveness, client attention, and inventiveness.

      Read Full Review
    • Generative AI Development for Marketing Company
      5.0 Oct 13, 2024

      Key deliverables, including project plans, design documents, proof of concept prototypes, and final handover packages, were finished within the allotted time frames, guaranteeing a seamless and predictable project flow. The project management team showed remarkable efficiency and dependability, consistently delivering all items on time, adhering to the agreed-upon timeline and milestones.

      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.
    Read All Reviews

    More responsive than most other service providers

    Growth Loops Technology Private Limited is very responsive

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

    View projects from:

    United States (14) England (6) Canada (1) Denmark (1) France (1) Switzerland (1) Thailand (1) Ukraine (1)
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    TechnoYuga Logotype

    TechnoYuga

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

    Services provided

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

    TechnoYuga Soft Pvt. Ltd. is a versatile software development company specializing in mobile and web application development, with additional expertise in AI and UI/UX design. The company consistently receives positive feedback, with approximately 100% of reviewers highlighting their professional project management and ability to deliver tailored, scalable solutions on time. Clients frequently commend their deep understanding of client requirements and their capacity to exceed expectations.

    See all 64 projects
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    In recent reviews, clients commend TechnoYuga Soft Pvt. Ltd. for their professionalism, effective project management, and the delivery of high-quality solutions. One client noted the development of a user-friendly financial dashboard that significantly improved reporting accuracy and decision-making efficiency. Another highlighted the company's adaptability and commitment to exceeding expectations. Overall, the sentiment is highly positive, with clients appreciating the value for cost and the alignment of company values.
    Read 1 Recent Review

    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.
    Read All Reviews

    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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Overall, clients consistently praised S-PRO for their competitive pricing relative to the value provided. For instance, one client noted they received 'good value for cost,' while another emphasized that S-PRO delivered 'everything on time and in budget.' Clients appreciated the transparency and responsiveness of the team, which enhanced their project management experience. However, some feedback suggested that while costs were justifiable, there were occasional concerns about communication and project management efficiency, indicating room for improvement in these areas.
    Read All Reviews

    More responsive than most other service providers

    S-PRO is very responsive

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

    View projects from:

    United States (9) Germany (5) England (5) Switzerland (3) Canada (3) Australia (3) France (2) Ireland (2) Norway (2) Ukraine (2) Latvia (1) Poland (1) Lithuania (1) Jordan (1)
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  • Devsystem Creations Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Lahore, Pakistan

    Services provided

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

    In Lahore, Pakistan, Devsystem Creations is a small user experience design company. The team offers UX/UI Design and Custom Software Development.

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  • IntechSol Logotype

    IntechSol

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

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

    IntechSol is a custom software development firm. They provide Custom Software Development and Mobile App Development and are located in Rawalpindi, Pakistan.

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  • Featured

    What are Featured Providers?

    CodeNinja Logotype

    CodeNinja

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

    Services provided

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

    CodeNinja is a versatile software development company offering services including AI integration, custom SaaS solutions, enterprise web development, and staff augmentation. Their client feedback is overwhelmingly positive, with approximately 95% of reviews praising their project management, responsiveness, and alignment with business needs. Clients appreciate their ability to deliver innovative, user-friendly solutions on time and within budget, making them a reliable development partner.

    See all 53 projects

    Reviews mention Collaborative

    The reviews highlight a consistently positive sentiment towards CodeNinja's collaborative approach. Clients appreciated the company's responsiveness and dedication to stakeholder alignment, with one client noting their 'exceptional' response and another emphasizing the team's 'proactive and collaborative attitude.' The structured project management and agile methodologies fostered effective communication, ensuring timely delivery and alignment with client objectives. Overall, CodeNinja is recognized for creating a positive and involving partnership throughout the project lifecycle.
    • Staff Augmentation Services for Digital Agency
      5.0 Apr 24, 2024

      They have a proactive and collaborative attitude. Our cooperation is still relatively new – no comments at this point in time.

      Read Full Review
    • Website Development for Event Management Company
      5.0 Jul 10, 2021

      What we liked most about the team was how they brought our vision to life and involved us in every single process of the entire project. No, I am totally happy with their service.

      Read Full Review
    • Revamp for Overseas Educational Consultant
      5.0 Apr 29, 2021

      The designer oversaw the project and the whole endeavor was carried out with due diligence, dedication, and persistence. We were kept informed throughout the project and the framework was followed with constancy.

      Read Full Review
    • Web Dev for Food Manufacturing Company
      4.5 Jan 18, 2021

      CodeNinja management style is very cooperative. They were able to cater to new demands even in middle of the project and efficiently deployed their resources to complete those demands.

      Read Full Review
    • AI, Web & Mobile App Development for Government Organization
      5.0 Jun 29, 2025

      CodeNinja's project management is structured around an agile, transparent, and collaborative approach that ensures timely delivery, stakeholder alignment, and continuous improvement throughout the project lifecycle. Each project is overseen by a dedicated Project Manager who serves as the primary point of contact, coordinating between clients, internal teams, and third-party providers. CodeNinja follows a phased, iterative methodology—typically Agile or Scrum—allowing for flexible development, quick feedback loops, and adaptive planning based on evolving client needs.

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

    Reviewed 1 time in the past 6 months

    In 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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    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 Trustworthy

    Clients express a strong sentiment of trustworthiness towards LANARS, highlighting their reliability and commitment. One client noted, 'We trust them. They do what they say they’re going to do,' emphasizing their accountability and positive attitude. The feedback consistently reflects satisfaction with LANARS' ability to deliver on promises and manage projects effectively, with clients recommending a trial project to experience their dedication firsthand.
    • Platform Dev for Intercom Company
      5.0 Dec 12, 2019

      They’re very flexible and positive in their approach. Everything we throw at them, they take with a smile and a positive attitude. They always deliver and do what they say. They’re really honest and good people to work with. We don’t have to write everything down before we get started. They do whatever it takes to deliver. We trust them. They do what they say they’re going to do.

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

    Reviewed 2 times in the past 6 months

    Over the past six months, client feedback on LANARS has been overwhelmingly positive. Clients praised their reliability and flexibility, noting successful project outcomes such as a 37% increase in conversion rates and significant improvements in inspection processes. One client highlighted LANARS' ability to adapt to scope changes while maintaining deadlines. While some suggested enhancements in communication, overall sentiment reflects satisfaction with LANARS' skill set and professionalism in project execution.
    Read 2 Recent Reviews

    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

    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 Proactive

    Client feedback consistently highlights Leobit's proactive approach as a key strength. They have been recognized for their ability to anticipate challenges and suggest improvements, enhancing project outcomes. For instance, one client noted their developers actively evaluated internal processes and made recommendations, while another appreciated their quick response to urgent issues, fixing bugs immediately. Overall, the sentiment regarding their proactivity is overwhelmingly positive, with clients expressing satisfaction and confidence in their collaborative efforts.
    • Business App Dev for IT Service Company
      5.0 Mar 15, 2022

      Above all, their willingness to dig deep into the subject matter allows them to autonomously come up with truly meaningful and well-thought-out solutions that would otherwise require the help of a dedicated system analyst.

      Read Full Review
    • ASP.NET Development Outsourcing for Software Dev Company
      5.0 Jan 19, 2021

      They’re good at finding gaps in the details to get to a certain goal. Once they have the vision of what you want, they’ll be able to better tune their resources to provide additional value for you.

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

      We’re a busy product team, so we might not always have fleshed out cards. Their team works well with little information but will also ask questions when needed. They’ll let us know if they can’t complete a task without more information.

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

      Their developers will do the work that we request, but they’ll ask questions if they think there’s a better way to do it. We’ve tried other offshore vendors and had terrible experiences like they were spinning us around in circles. Leobit is proactive and reliable.

      Read Full Review
    • Development Team Augmentation for Gambling Company
      5.0 Sep 25, 2019

      They’ve helped us proactively, thinking about ways to improve the delivery of resources. I have nothing negative to say about their team. The same standards and expectations should be applied to Leobit as with the client’s internal team.

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

    Reviewed 3 times in the past 6 months

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

    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
  • Vidya Corporation Logotype

    Vidya Corporation

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% Generative AI
    20% Graphic Design
    20% Mobile App Development +2 services
    20% Social Media Marketing
    20% Web Development

    Vidya Corporation is a social media marketing company. They are headquartered in Ludhiana, India and have small team. They offer Social Media Marketing and Graphic Design.

    Read more
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  • CloudSync Technologies L.L.C Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    20% AI Development
    20% IT Strategy Consulting
    20% Search Engine Optimization +2 services
    20% Social Media Marketing
    20% Web Design

    Established in 2021, CloudSync Technologies L.L.C is a social media marketing company. The small team focuses on Social Media Marketing and Search Engine Optimization.

    Read more
    View Profile
  • Pebi Technology Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Panama City Beach, FL

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    Pebi Technology is an UX agency. Founded in 2010, the company is based in Panama City Beach, Florida. Their services include UX/UI Design and Web Development.

    Read more
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  • Digiits Agency Logotype

    Not yet reviewed

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

    Services provided

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

    Founded in 2020, Digiits Agency is a small software development firm. Their services include Custom Software Development and Web Development.

    Read more
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  • Xs One Consultants Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Houston, TX

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Headquartered in Houston, Texas, Xs One Consultants is a SEO company. Founded in 2025, the team focuses on Search Engine Optimization and Custom Software Development.

    Read more
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  • Vista BY Lara AI Marketing Agency Logotype

    Vista BY Lara AI Marketing Agency

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    20% Business Consulting
    20% Digital Strategy
    20% Generative AI +2 services
    20% Marketing Strategy
    20% Search Engine Optimization

    Vista BY Lara AI Marketing Agency, a small Marketing Strategy company, is located in Dubai, United Arab Emirates. Their services include Marketing Strategy and Digital Strategy.

    Read more
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  • Trinity Tech Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +2 services
    20% Enterprise App Modernization
    20% IT Strategy Consulting

    Trinity Tech is an IT strategy consulting company. Based in Hanoi, Vietnam, their small team focuses on IT strategy consulting and cloud consulting & SI. The agency was founded in 2021.

    Read more
    View Profile
  • Nixonbit Private Limited Logotype

    Nixonbit Private Limited

    Not yet reviewed

    $250,000+
    $25 - $49 / hr
    10 - 49

    Services provided

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

    Located in noida, India, Nixonbit Private Limited is a custom software development company. They offer Custom Software Development and Web Development.

    Read more
    View Profile
  • Robotipy Logotype

    Robotipy

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Staff Augmentation +2 services
    20% IT Strategy Consulting
    20% Robotics Process Automation

    Robotipy is a small IT strategy consulting company founded in 2024. Their team specializes in IT strategy consulting and IT staff augmentation.

    Read more
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  • Webiiify Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49
    Lahore, Pakistan

    Services provided

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

    Webiiify, a SEO services firm, provides Search Engine Optimization and Web Design. The company is headquartered in Lahore, Pakistan.

    Read more
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  • Tekizz IT services Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Sheridan, WY

    Services provided

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

    Tekizz IT services is a cloud consulting & SI company. They are headquartered in Sheridan, Wyoming and have small team. They specialize in cloud consulting & SI and Web Development.

    Read more
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  • Neuradesign Logotype

    Neuradesign

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Development
    20% Cybersecurity
    20% IT Managed Services +2 services
    20% Mobile App Development
    20% Web Development

    Neuradesign, a Cybersecurity company, is based in Montevarchi, Italy and Firenze, Italy. Launched in 2019, the team focuses on Cybersecurity and IT managed services.

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  • Kodrish Innovation and solutions Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49
    Ghatabillod, India

    Services provided

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

    Web design agency Kodrish Innovation and solutions provides Web Design and UX/UI Design. They were launched in 2025.

    Read more
    View Profile
  • Naos Multimedia Studio Logotype

    Not yet reviewed

    $25,000+
    $100 - $149 / hr
    10 - 49
    București, Romania

    Services provided

    80% Video Production
    20% Generative AI

    Headquartered in București, Romania and München, Germany, Naos Multimedia Studio is a video production agency. They provide Video Production and Generative AI and were launched in 2014.

    Read more
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  • Brightter Logotype

    Brightter

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Development
    20% Branding
    20% Search Engine Optimization +2 services
    20% Web Design
    20% Web Development

    Brightter is a branding firm established in 2013. The small team focuses on Branding and Search Engine Optimization.

    Read more
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  • Net Stratix Technologies Private Limited Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Dehradun, India

    Services provided

    30% Mobile App Development
    30% Web Development
    20% AI Agents +1 service
    20% AI Development

    App development firm Net Stratix Technologies Private Limited is in Dehradun, India. Launched in 2023, the team offers Mobile App Development and Web Development.

    Read more
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  • Bytebillion Technology PVT LTD Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    Bytebillion Technology PVT LTD is an user experience design company. The agency is in Indore, India. Their services include UX/UI Design and cloud consulting & SI.

    Read more
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  • Enxsys Logotype

    Not yet reviewed

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

    Services provided

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

    Enxsys is a Lahore, Pakistan-based software development firm. The team offers Custom Software Development and Web Development.

    Read more
    View Profile
  • Centre for Information Technology India Logotype

    Centre for Information Technology India

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% Blockchain
    20% Custom Software Development
    20% Web Development +5 services
    10% AI Agents
    10% AI Development
    10% Generative AI
    5% Mobile App Development
    5% Transcription

    Centre for Information Technology India is a website development company founded in 2022. The firm offers Web Development and Blockchain.

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  • LazyChat Inc. Logotype

    LazyChat Inc.

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    60% AI Agents
    20% AI Development
    20% Sales Outsourcing

    LazyChat Inc. Is an AI Agents company founded in 2025. The team specializes in AI Agents and Artificial Intelligence.

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  • Athenasoft Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    10 - 49
    Sahibzada Ajit Singh Nagar, India

    Services provided

    30% Cloud Consulting & SI
    30% IT Strategy Consulting
    20% AI Development +1 service
    20% BI & Big Data Consulting & SI

    Athenasoft is an IT strategy consulting company in Sahibzada Ajit Singh Nagar, India. They specialize in IT strategy consulting and cloud consulting & SI and were founded in 2012.

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  • Beyond Data Consulting Logotype

    Beyond Data Consulting

    Not yet reviewed

    $10,000+
    $200 - $300 / hr
    10 - 49

    Services provided

    30% BI & Big Data Consulting & SI
    20% IT Strategy Consulting
    15% Cloud Consulting & SI +3 services
    15% Custom Software Development
    10% AI Consulting
    10% AI Development

    Beyond Data Consulting is a small big data analytics company. Founded in 2024, the team specializes in BI & big data consulting & SI and IT strategy consulting.

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  • gatewAI Logotype

    gatewAI

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    35% Business Consulting
    20% AI Consulting
    20% HR Outsourcing +2 services
    20% IT Strategy Consulting
    5% Other IT Consulting and SI

    GatewAI is a Business Consulting company. Their small team of employees is in Noida, India. Their team focuses on Business Consulting and IT strategy consulting.

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  • WaveZync Logotype

    Not yet reviewed

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

    Services provided

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

    Established in 2023, WaveZync is a software development company. The company focuses on Custom Software Development and Web Development, and is small.

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  • EnzRossi Software Logotype

    Not yet reviewed

    $50,000+
    $50 - $99 / hr
    10 - 49
    Maringa, Brazil

    Services provided

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

    EnzRossi Software is an UX agency. The Maringa, Brazil-based agency was launched in 2024. Their team provides UX/UI Design and Custom Software Development.

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  • Eminence Consultancy (EMC) Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49
    Abu Dhabi, United Arab Emirates

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Cybersecurity +2 services
    20% Environmental Consulting
    20% IT Strategy Consulting

    Eminence Consultancy (EMC), an IT strategy consulting company, is headquartered in Abu Dhabi, United Arab Emirates. They specialize in IT strategy consulting and Cybersecurity.

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  • Advance Tech Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    10 - 49
    Doha, Qatar

    Services provided

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

    Advance Tech is an IT strategy consulting company. Based in Doha, Qatar, their team specializes in IT strategy consulting and Cybersecurity.

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  • Nixet Technology Logotype

    Nixet Technology

    Not yet reviewed

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

    Services provided

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

    Nixet Technology is a custom software development company established in 2021. The team focuses on Custom Software Development and Web Development.

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  • EmbossDigital Logotype

    EmbossDigital

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% E-Commerce Development +2 services
    20% Product Design
    20% UX/UI Design

    EmbossDigital, an user experience design company, is in Sahibzada Ajit Singh Nagar, India. They provide UX/UI Design and Product Design.

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  • TKDEVS Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Phoenix, AZ

    Services provided

    20% Custom Software Development
    10% AI Agents
    10% AI Development +10 services
    10% API Development
    10% Generative AI
    5% E-Commerce Development
    5% Mobile App Development
    5% Other Application Development
    5% Product Design
    5% Social Media Marketing
    5% UX/UI Design
    5% Web Design
    5% Web Development

    TKDEVS is a software development company. The team is located in Phoenix, Arizona, and their services include Custom Software Development and API Development.

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  • Abalun Logotype

    Abalun

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    20% UX/UI Design
    20% Web Development
    15% Custom Software Development +4 services
    15% Mobile App Development
    10% AI Consulting
    10% AI Development
    10% Web Design

    Abalun, a web development company, is located in Madrid, Spain. Launched in 2010, the team offers Web Development and UX/UI Design.

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  • GG Tech Teknoloji Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49
    Istanbul, Türkiye

    Services provided

    20% Custom Software Development
    20% Enterprise App Modernization
    20% Mobile App Development +3 services
    20% Web Development
    10% AI Consulting
    10% AI Development

    GG Tech Teknoloji is a custom software development firm. Their team is in Istanbul, Türkiye and offers Custom Software Development and Enterprise App Modernization.

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  • Infizoom Technologies Pvt. Ltd Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49
    Salem, India

    Services provided

    30% Custom Software Development
    20% AI Development
    10% IT Managed Services +8 services
    5% API Development
    5% IT Strategy Consulting
    5% Mobile App Development
    5% Other IT Consulting and SI
    5% Product Design
    5% UX/UI Design
    5% Web Design
    5% Web Development

    Infizoom Technologies Pvt. Ltd, a software development company, was launched in 2013. The team provides Custom Software Development and Artificial Intelligence.

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  • Incodes Lab Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Surat, India

    Services provided

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

    Incodes Lab is a Mobile & App Marketing company. The small Surat, India-based team focuses on Mobile & App Marketing and IT strategy consulting. The firm was founded in 2021.

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  • DIGIIQ IT SOLUTION PRIVATE LIMITED Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Noida, India

    Services provided

    10% AI Consulting
    10% AI Development
    10% Application Management & Support +7 services
    10% CRM Consulting and SI
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% IT Strategy Consulting
    10% Mobile App Development
    10% Web Development

    DIGIIQ IT SOLUTION PRIVATE LIMITED, an IT strategy consulting company, was founded in 2025. The team specializes in IT strategy consulting and cloud consulting & SI.

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  • Sankhya Analytical Research Pvt. Ltd. Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    10 - 49
    Mumbai, India

    Services provided

    50% BI & Big Data Consulting & SI
    20% AI Consulting
    20% Business Consulting +1 service
    10% Corporate Training & Coaching

    Sankhya Analytical Research Pvt. Ltd., a small big data company, is in Mumbai, India. Their services include BI & big data consulting & SI and Business Consulting.

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  • CodeMed-AI Logotype

    CodeMed-AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    25% Finance & Accounting Outsourcing (FAO)
    10% AI Development
    10% Back Office Outsourcing +8 services
    10% Compliance Consulting
    10% Content Moderation Services
    10% Data Annotation Services
    5% AI Consulting
    5% API Development
    5% Custom Software Development
    5% Generative AI
    5% Robotics Process Automation

    CodeMed-AI, a Finance & Accounting Outsourcing (FAO) company, was launched in 2025. The small team provides Finance & Accounting Outsourcing (FAO) and Back Office Outsourcing.

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  • Connexa Technology Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bengaluru, India

    Services provided

    20% BI & Big Data Consulting & SI
    15% Customer Service Outsourcing
    15% IT Strategy Consulting +5 services
    10% AI Consulting
    10% AI Development
    10% CRM Consulting and SI
    10% Data Annotation Services
    10% ERP Consulting and SI

    Connexa Technology is a business intelligence company. They provide BI & big data consulting & SI and IT strategy consulting and were founded in 2018.

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  • IT Quick Solution Logotype

    IT Quick Solution

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49

    Services provided

    35% Mobile App Development
    20% AI Development
    20% E-Commerce Development +3 services
    10% AR/VR Development
    10% Web Development
    5% IT Strategy Consulting

    IT Quick Solution is a mobile application development firm. Their team is based in Surat, India and specializes in Mobile App Development and E-Commerce Development.

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Why Trust Clutch

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

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

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

We evaluate service providers using a structured methodology that combines:

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

List of the Best Artificial Intelligence Companies

  4. Neoteric Logotype

    Neoteric

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

    Ability to deliver

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

    Service focus

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

    Dotsquares

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

    Ability to deliver

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

    Service focus

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

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

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

    tkxel

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

    Ability to deliver

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

    Service focus

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

    Valere

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

    Ability to deliver

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

    Service focus

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

    Fingent

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

    Ability to deliver

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

    Service focus

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

    ServReality

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

    Ability to deliver

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

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  13. Scopic Logotype

    Scopic

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

    Ability to deliver

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

    Service focus

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

    Edvantis

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

    Ability to deliver

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

    Service focus

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

    Opinov8 Digital and Engineering Solutions

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

    Ability to deliver

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

    Service focus

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

    DigitalSuits

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

    Ability to deliver

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

    Service focus

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

    Rootquotient

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

    Ability to deliver

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

    Service focus

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

    Deviniti

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

    Ability to deliver

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

    Service focus

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

    Zallpy Digital

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

    Ability to deliver

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

    Service focus

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

    RebelDot

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

    Ability to deliver

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

    Service focus

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

    AnyforSoft

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

    Ability to deliver

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

    Service focus

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

    Osedea

    $50,000+
    $150 - $199 / hr
    50 - 249
    Montréal, Canada

    Ability to deliver

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

    Service focus

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

    BotsCrew

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

    Ability to deliver

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

    Service focus

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

    Qubika

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

    Ability to deliver

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

    Service focus

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

    The NineHertz

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website

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

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Traditional industries like manufacturing and healthcare are sitting on decades of operational data. This article shows you exactly how these sectors are...

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Artificial Intelligence Thought Leadership, Scaling

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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