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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: April 22, 2026
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15 Leaders 15 Contenders

22,017 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 reviews of Simform highlight a consistently positive sentiment, emphasizing their strong communication, attention to detail, and timely project delivery. Clients commend their expertise in technical areas, particularly in software development and project management. For instance, one client noted that Simform's team was 'highly responsive' and 'proactive,' while another appreciated their ability to navigate complex challenges effectively. Overall, clients express satisfaction with the value received, making Simform a reliable partner for various projects.
    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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    Innowise Logotype

    Innowise

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

    Services provided

    10% AI Agents
    10% AI Consulting
    10% AI Development +7 services
    10% BI & Big Data Consulting & SI
    10% Blockchain
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Cybersecurity
    10% IT Staff Augmentation
    10% Mobile App Development

    Innowise is a versatile technology solutions provider offering services such as custom database creation, data management, software development, and DevOps support. The company is consistently praised for its project management, timely delivery, and ability to integrate smoothly into client teams. Approximately 90% of reviewers commend Innowise's technical expertise and responsiveness, while some suggest improvements in documentation and visual detail handling. Overall, Innowise is recognized for delivering high-quality outcomes with a commitment to client satisfaction.

    See all 72 projects

    Reviews mention Well-organized projects

    Clients consistently praised Innowise for their well-organized project management and timely delivery. One client noted, 'They were well-organized and kept me informed about every finished functionality or issue.' Another highlighted, 'They structured the entire project very well and easy for everybody to understand.' Overall, the sentiment reflects strong satisfaction with Innowise's ability to manage projects efficiently and maintain clear communication throughout the development process.
    • Mobile App Design & Dev for HealthTech Company
      5.0 Jun 7, 2024

      They delivered each milestone on time. They were well-organized and kept me informed about every finished functionality or issue.

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    • Web3 Interface & Solidity Contracts Dev for Blockchain Co
      5.0 Jan 23, 2024

      Project management was very responsive and communicative. Industry standard project management methods were used and they were very easy to interact with.

      Read Full Review
    • Mobile Application Development for Gaming Company
      5.0 Sep 25, 2023

      We had weekly check-ins since the Innowise team worked in Weekly Scrum Sprints. They structured the entire project very well and easy for everybody to understand. It was easy to tell how far along they were and where hurdles or 'scrum cliffs' would arise.

      Read Full Review
    • Web Dev & UI/UX Design for 3D Production Company
      5.0 Jun 12, 2023

      They were well-organized and ensured the project was handled carefully and delivered on time. Mostly everything is good; business dev is so easy to talk with, the Project manager is well organized and the developers worked very fast.

      Read Full Review
    • Custom Software Dev for Marketing & Tech Company
      5.0 Apr 18, 2023

      We were delighted with Innowise Group's collaborative approach to completing projects. Using email, phone calls, and a ticketing system, Innowise leads an organized and communicative process.

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    Industry Experience

    Innowise Group has demonstrated extensive expertise across various industries, including healthcare, information technology, financial services, and advertising & marketing. Clients praised their technical proficiency, project management skills, and ability to deliver solutions that enhance operational efficiency. Feedback reveals a consistent sentiment of satisfaction, particularly in healthcare and IT services, with notable improvements in workflow and compliance. Businesses in need of software development, data management, or digital transformation in these sectors would benefit significantly from engaging Innowise.

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    Select Industry to see insights

    Design Information technology Advertising & marketing Arts, entertainment & music Software Financial services Energy & natural resources Healthcare Construction Gaming Business services IT Services Consulting Other Industry Consumer Products Telecommunications Human Resources Wellness & Fitness Manufacturing Education

    Average Project Cost Breakdown

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

    What Clients Have Said

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

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    United States (15) Germany (10) Italy (6) England (4) Switzerland (4) Israel (3) Estonia (3) Luxembourg (2) France (2) Ireland (2) Lithuania (1) Qatar (1) Armenia (1) Finland (1) New Zealand (1) Norway (1) Poland (1) Georgia (1) South Africa (1) Sweden (1) Denmark (1) Thailand (1) Belarus (1) Bosnia and Herzegovina (1)
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    BlueLabel Logotype

    BlueLabel

    4.7 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

    Reviews mention Proactive

    Clients consistently highlight Blue Label's proactive approach to project management and collaboration. One client noted their team was 'organized, proactive, timely,' providing seamless communication and routine updates. Another remarked on the project manager's exceptional proactivity, emphasizing her responsiveness and understanding of the product vision. Additionally, clients appreciated Blue Label's initiative in suggesting valuable enhancements, such as adding a tutorial to improve user experience. Overall, the sentiment reflects a strong appreciation for their proactive engagement throughout the project lifecycle.
    • Mobile App Design, Dev & Testing for Orthopedic Software
      5.0 Aug 3, 2023

      They have been organized, proactive, timely, and provided a seamless collaboration. The team is very responsive and provides feedback in a comprehensive, yet concise manner that is very digestible to understand. Blue Label worked seamlessly with our digital marketing partner (func media), providing exceptionally easy collaboration across multiple aspects to further enhance the product and go-to-market strategy.

      Read Full Review
    • MVP Design & Dev for E-Commerce Company
      4.0 Mar 27, 2023

      The project manager on the project was excellent, communicative, and very proactive. Maggie demonstrated strong project management skills and really understood our vision for the product. She was responsive, always in touch, and an A+ performer.

      Read Full Review
    • Native Mobile App Dev for Digital Radio Platform
      4.5 Mar 1, 2018

      They truly understand the needs of their clients and proactively push the envelope to achieve those needs. Their willingness to extend discovery sessions to help us build the best product was invaluable.

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    Read All Reviews
    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 their exceptional project management and responsiveness, with clients praising timely deliveries and effective communication. For instance, the redesign of the Zip app not only met client expectations but also fostered a strong collaborative environment. Additionally, their AI assistant project significantly improved operational efficiencies, reducing lookup times by 75%. Overall, clients express high satisfaction with BlueLabel's commitment to quality and alignment with their business values.
    Read 2 Recent Reviews

    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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  • BioBeats Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    100% AI Development

    BioBeats is an AI firm. They were established in 2012, and their services include Artificial Intelligence and AI Consulting.

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  • Celaton Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Buckinghamshire, England

    Services provided

    100% AI Development

    Celaton, an AI firm, focuses on Artificial Intelligence and AI Consulting. The agency is in Buckinghamshire, England.

    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

    Reviews mention Flexible

    Clients consistently highlight Azumo's flexibility as a key strength, noting their ability to adapt to changing project needs and priorities. One client, a CTO of a sports company, emphasized that this flexibility was crucial for their startup, allowing them to tackle various priorities as business demands evolved. Additionally, the responsiveness of Azumo's project management team further reinforced their commitment to meeting client needs effectively.
    • Python, Django & React Development for Sports Company
      5.0 Mar 19, 2024

      Azumo has been extremely flexible which helps a startup like us. This flexibility allows us to tackle new and differing priorities as the business needs. Each individual is vetted on their side, and then we are also able to meet with that person to ensure it is a good fit.

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    Industry Experience

    Azumo has demonstrated expertise across various industries, including Software, Social Networking, Financial Services, Healthcare, and Education. Reviewers consistently commend their responsiveness, quality of work, and ability to adapt to shifting project requirements. In the Software and IT Services sectors, they excel in development and project management, while in Healthcare and Financial Services, they improve system resilience and migration tasks. Overall sentiment across industries is highly positive, highlighting Azumo as a reliable partner for diverse technological needs.

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently highlight Azumo's competitive pricing and strong value for money. For example, the Director of nlx.ai noted that Azumo's pricing fit their budget while exceeding expectations regarding quality and speed. Similarly, a CEO emphasized Azumo's good value for cost, stating they delivered significant improvements within financial constraints. Overall, clients express satisfaction with the balance between cost and the high-quality services provided, reinforcing Azumo's reputation as a cost-effective partner.
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    United States (17) Canada (2) Mexico (1)
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    TELUS Digital Logotype

    TELUS Digital

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

    Services provided

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

    TELUS Digital is a technology solutions provider specializing in modernizing healthcare billing systems. Their services have significantly improved clients' operational efficiencies, with 85-90% of processes being automated. Reviews highlight TELUS Digital's robust system architecture and security measures, with a notable focus on scalability and adaptability, though they could benefit from adopting more agile methodologies. Overall, their collaborative approach and comprehensive solutions garner positive feedback.

    See all 25 projects

    Reviews mention Collaborative

    The sentiment regarding collaboration with TELUS International and WillowTree is overwhelmingly positive. Clients noted TELUS International's proactive communication and commitment to ongoing formal meetings to address issues collaboratively. WillowTree's dedication to client vision was highlighted, with one client emphasizing their willingness to iterate until complete satisfaction was achieved. Another client praised WillowTree for their adaptability and transparency throughout the project. Overall, both companies foster strong collaborative environments that enhance project outcomes.
    • Custom Development for Healthcare Billing Platform
      5.0 Aug 20, 2020

      Having said that, it’s still very collaborative. We have ongoing formal meetings at the operational management level to continue our relationship and stay on top of any issues or development items we need to build onto the system.

      Read Full Review
    • Mobile App Dev for Sports News Network
      5.0 Sep 12, 2018

      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.

      Read Full Review
    • App Design and UX Strategy for Financial Services Firm
      5.0 Feb 15, 2017

      WillowTree's team is extremely collaborative and open to our opinions. They've taken our inputs and incorporated them in a way which made sense, but also pushed back when it was necessary.

      Read Full Review
    • iOS App Prototypes for Health & Wellness Company
      5.0 Apr 18, 2019

      What set WillowTree apart was their dedication to our vision. I have found that other design consultants become impatient and eager to hand over the design after 3–4 iterations; WillowTree emphasized from the beginning of our partnership that they wouldn’t stop until we were 100% satisfied. Their team was incredibly receptive of the pitches and ideas that our internal designers sent them throughout the project. Our partnership was collaborative, transparent, and honest, which is not something you usually get.

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

      They were excellent communicators. They were reactive when needed, and they were proactive when they saw a way to improve our product. They met all of our deadlines, and they ensured that we were getting their best work. They were collaborative and transparent throughout the project.

      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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    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 Detail-oriented

    The client feedback highlights December Labs' exceptional attention to detail, with remarks such as their designs being 'beautiful' and 'easy to use.' Clients appreciated their proactive approach, often identifying and addressing issues before they were raised. One client noted their 'desire to make the customer happy whatever the cost,' underscoring a strong commitment to quality and client satisfaction. Overall, the sentiment surrounding their detail-oriented work is highly positive, indicating a strong alignment with client expectations.
    • Cloud & Native Mobile App Solution for Data Syncing
      5.0 Oct 31, 2020

      Design, attention to detail, and the desire to make the customer happy whatever the cost.

      Read Full Review
    • Mobile App Dev for Communication Management Platform
      5.0 May 31, 2018

      They pay attention to detail, try to understand the problem, and come up with solutions instead of just meeting requirements. December Labs thinks through what you tell them to do and suggests alternatives when they are better for the project. Most of the time, they were able to identify and solve problems before I ever mentioned them.

      Read Full Review
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    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    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

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

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    70% AI Development
    30% CRM Consulting and SI

    Cheerfy, a small artificial intelligence company, is in London, England. Their services include Artificial Intelligence and CRM consulting and SI.

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  • re:infer Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    70% AI Development
    30% BI & Big Data Consulting & SI

    AI development company re:infer was launched in 2015. The team provides Artificial Intelligence and BI & big data consulting & SI.

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  • @AdamaRobotics Logotype

    @AdamaRobotics

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Development

    Established in 2016, @AdamaRobotics is a small artificial intelligence development company. Their services include Artificial Intelligence and AI Consulting.

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  • CrowdEmotion Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    70% AI Development
    30% BI & Big Data Consulting & SI

    Established in 2013, CrowdEmotion is an AI firm. The team provides Artificial Intelligence and BI & big data consulting & SI and is based in London, England.

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  • DataSine Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    70% AI Development
    30% BI & Big Data Consulting & SI

    DataSine is an AI firm. Based in London, England, the team focuses on Artificial Intelligence and BI & big data consulting & SI.

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  • Featured

    What are Featured Providers?

    Phaedra Solutions Logotype

    Phaedra Solutions

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

    Services provided

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

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

    See all 28 projects
    3 of 4 reviews are 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 4 times in the past 6 months

    Recent client feedback on Phaedra Solutions highlights their exceptional project management, timeliness, and effective communication. Clients praised their professionalism and ability to deliver high-quality solutions, with one noting a complete application capable of generating estimates through AI workflows. Another client reported a significant reduction in bugs and increased client adoption. Overall, the sentiment is overwhelmingly positive, with no significant areas for improvement identified by clients.
    Read 4 Recent Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently report that Phaedra Solutions offers excellent value for money, with many emphasizing that their pricing aligns well with project budgets. For instance, a general manager noted that their 'pricing fit our budget' and provided 'good value for the cost.' Additionally, the CEO of a legal company highlighted their 'good value for the cost' as a deciding factor for selection. Overall, the sentiment reflects satisfaction with the company's cost-effectiveness while maintaining high-quality deliverables.
    Read All Reviews

    More responsive than most other service providers

    Phaedra Solutions is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
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    United States (12) United Arab Emirates (4) Germany (2) Switzerland (2) Canada (1) Denmark (1)
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    Growth Loops Technology Private Limited Logotype

    Growth Loops Technology Private Limited

    4.9 51 reviews
    Verified
    $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 51 projects

    Reviews mention Trustworthy

    The feedback regarding Growth Loops Technology Private Limited highlights a strong sentiment of trustworthiness. Clients appreciate their dependable quality of execution and consistent communication, with one CEO noting their 'can-do attitude' and 'critical uptime.' The company is recognized for maintaining high internal standards for skills and trust, reinforcing their reputation as a reliable partner. Overall, clients express satisfaction with their responsiveness and commitment, indicating no need for improvements.
    • MVP Development for AI Platform
      5.0 Jan 1, 2024

      The team was very responsive and adhered to the set timelines. The team was always willing to receive feedback and implement them quickly. What did you find most impressive or unique about this company? Communication, Velocity, Expertise, Trusted partner, Business acumen.

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    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Growth Loops Technology Private Limited is very responsive

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

    View projects from:

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

    TechnoYuga

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

    Services provided

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

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

    See all 64 projects

    Reviews mention Reasonable pricing

    Clients have consistently praised TechnoYuga Soft Pvt. Ltd. for their reasonable pricing, noting it as a key factor in their selection of the company. One client highlighted that TechnoYuga provided a cost-effective solution compared to maintaining an in-house team, while another emphasized their cost-effectiveness during app development. Overall, the sentiment regarding pricing is positive, with multiple reviews indicating satisfaction with the value received for the investment made.
    • Staff Augmentation Services for Software Company
      5.0 Jun 17, 2024

      TechnoYuga offered a cost-effective solution compared to hiring and maintaining an in-house development team. Their pricing model and the flexibility to scale the team as needed helped manage the budget effectively. We were able to scale the team from 2 to 10 very quickly.

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    • Mobile App Dev & App Store Deployment for Meditation Company
      4.0 May 29, 2024

      We have weekly meetings, and they stay within our deadlines and budget. They’re cost-effective.

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

    Reviewed 2 times in the past 6 months

    In the past six months, clients have praised TechnoYuga for their exceptional project management and ability to exceed expectations. For instance, one client noted the successful development of a financial dashboard that significantly improved data accuracy and reporting efficiency. Another highlighted the seamless integration of AI capabilities into their facility management platform, enhancing overall user experience. Overall sentiment is highly positive, with clients appreciating the team's professionalism, adaptability, and deep understanding of technology.
    Read 2 Recent Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    London, England

    Services provided

    100% AI Development

    DeepMind is an artificial intelligence development company. They are based in London, England and have midsize team. They specialize in Artificial Intelligence and AI Consulting.

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  • JCLARITY LIMITED Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    100% AI Development

    JCLARITY LIMITED is an AI development company located in London, England. They focus on Artificial Intelligence and AI Consulting and were established in 2012.

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  • Featured

    What are Featured Providers?

    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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    CodeNinja Logotype

    CodeNinja

    5.0 53 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    250 - 999
    Dallas, TX

    Services provided

    60% AI Development
    20% Custom Software Development
    20% IT Staff Augmentation

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

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

    Reviewed 1 time in the past 6 months

    In the past six months, client feedback for CodeNinja has been overwhelmingly positive. A CEO from TAM Consulting praised their effective project management and responsiveness to evolving requirements, noting the successful delivery of a compliant cloud-based accounting system. Key achievements included ZATCA certification and accurate VAT reporting. Clients highlighted the company's transparency and timely communication, indicating a strong potential for future collaboration. Overall, the sentiment reflects satisfaction with CodeNinja's capabilities and commitment to quality.
    Read 1 Recent Review

    Industry Experience

    CodeNinja has garnered positive feedback across various industries, including Energy & Natural Resources, Financial Services, Banking, Education, and Retail. Clients commend their expertise in developing user-friendly applications, integrating AI solutions, and delivering projects on time. In the Energy sector, they excel in creating sustainability-focused platforms. In Financial Services and Banking, they demonstrate strong capabilities in compliance and data management. Their strong project management and responsiveness resonate well in all sectors, making them a reliable partner for clients seeking innovative tech solutions.

    Read All Reviews

    Select Industry to see insights

    Education IT Services Consulting Business services Retail Information technology Advertising & marketing Automotive Manufacturing Construction Software Food & Beverages Logistics & Supply Chain Healthcare Sports Hospitality & leisure Nonprofit Arts, entertainment & music Consumer Products Banks Financial services Energy & natural resources

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently highlight CodeNinja's competitive pricing and overall value for money. For instance, one CEO noted that their pricing fit their budget and aligned with their project goals, while another client emphasized the good value for cost. Feedback reflects a strong sentiment that CodeNinja delivers high-quality solutions within budget constraints, often exceeding expectations in project delivery and responsiveness, contributing to their reputation as a reliable partner in various sectors.
    Read All Reviews

    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 Experienced

    The overall sentiment regarding LANARS' experience is highly positive. Clients emphasized their thoroughness and expertise, particularly noting the successful development of a dashboard integration for visualizing IoT data. One client highlighted that LANARS provided a solid project management experience, assigning a dedicated manager and utilizing effective collaboration tools. There were no identified areas for improvement, underscoring LANARS' reliability and openness to client suggestions.
    • Backend Dashboard Integration & Visualization for IoT Firm
      5.0 Feb 9, 2017

      LANARS' team is experienced and thorough, developing our project in its entirety.

      Read Full Review
    Read All Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Financial services Business services Construction Information technology

    Average Project Cost Breakdown

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

    What Clients Have Said

    Clients consistently express satisfaction with LANARS' cost and value for money. Many reviewers noted that LANARS provided high-quality work that justified their pricing, with one client stating, "their pricing fit our budget, and they offered good value for the cost." Another remarked on their honesty regarding estimates, stating, "they gave us a very good quote in the beginning to compete with other agencies." Overall, the sentiment reflects that LANARS delivers significant value relative to their pricing.
    Read All Reviews

    View projects from:

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

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    70% AI Development
    30% CRM Consulting and SI

    Kluster Intelligence is an artificial intelligence company. Based in London, England, the firm was founded in 2016. Their team specializes in Artificial Intelligence and CRM consulting and SI.

    Read more
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  • MarketsFlow Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    100% AI Development

    MarketsFlow is an AI firm founded in 2017. Their services include Artificial Intelligence and AI Consulting.

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  • Featured

    What are Featured Providers?

    SolveIt Logotype

    SolveIt

    5.0 50 reviews
    Premier Verified
    $10,000+
    $25 - $49 / hr
    50 - 249
    Warszawa, Poland

    Services provided

    55% Mobile App Development
    20% AI Development
    15% Web Development +1 service
    10% UX/UI Design

    SolveIt is a software development company offering a range of services, including mobile app development, web design, AI integration, and cloud-based solutions. Across multiple reviews, SolveIt consistently receives positive feedback for their technical expertise, proactive communication, and ability to deliver projects on time, with over 90% of clients expressing satisfaction with their work quality and responsiveness. Clients frequently highlight their adaptability and commitment to project success.

    See all 50 projects

    Reviews mention Accessible

    Clients have expressed a high level of satisfaction regarding SolveIt's accessibility throughout their projects. One client noted the 'consistency of their communication' and highlighted the establishment of 'straightforward channels' for quick interactions, including a shared Slack workspace and weekly meetings. The responsiveness to inquiries and feedback was particularly praised, with clients appreciating prompt replies. Overall, the sentiment reflects a strong appreciation for SolveIt's approach to maintaining open lines of communication and being readily available to address client needs.
    • Mobile App Development for Dental Clinic
      5.0 Jun 13, 2019

      The workflow was well-organized and very transparent, and I’m glad about our communication during all the joint work. The developers understood our goals and stayed available through email, phone, and messaging. SolveIt is a really good team of professionals—they know their job.

      Read Full Review
    • Web, Android & iOS Dev & Design for B2B Video Platform Co
      5.0 Jan 9, 2026

      What stood out most to us about Solveit was the consistency of their communication. They set up straightforward channels from the start, including a shared Slack workspace and weekly touchpoints, and were very accessible throughout the project. We could reach them quickly with questions, ideas, or feedback and always received prompt responses.

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

    Reviewed 10 times in the past 6 months

    In the last six months, SolveIt has received overwhelmingly positive feedback from clients, highlighting their adaptability, technical expertise, and effective communication. Clients noted their ability to integrate seamlessly into teams and deliver projects on time and within budget. Notably, one client praised their proactive approach that enhanced project efficiency, while another emphasized their exceptional customer service. Overall, clients express strong satisfaction, recommending SolveIt as a reliable partner for software development and project collaboration.
    Read 10 Recent Reviews

    Industry Experience

    SolveIt demonstrates exceptional expertise across various industries, notably Information Technology, Healthcare, Real Estate, Food & Beverage, and Business Services. Clients commend their adaptability, technical proficiency, and proactive communication. In IT and Healthcare, they excel in app development and AI integration, while in Real Estate, they enhance property management solutions. The Food & Beverage sector appreciates their e-commerce capabilities. Overall, clients express high satisfaction, highlighting SolveIt's ability to deliver on time and align with company values, making them a strong partner for diverse projects.

    Read All Reviews

    Select Industry to see insights

    Food & Beverage Other Industry Energy & natural resources Real estate Healthcare Arts, entertainment & music Sports Beauty & Cosmetics Media Gambling Software Dental IT Services Information technology Consulting Consumer Products Transportation Business services

    View projects from:

    United States (14) Belarus (5) Sweden (4) Poland (3) Lithuania (2) Estonia (2) Spain (2) Belgium (1) Germany (1) Moldova (1) Norway (1) Ireland (1) South Africa (1) Iceland (1) Cyprus (1) Switzerland (1) Egypt (1) Bulgaria (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

    35% Custom Software Development
    30% AI Development
    15% Web Development +2 services
    10% Cloud Consulting & SI
    10% Mobile App Development

    Leobit is a software development company specializing in web and mobile applications, custom software, and AI solutions. Reviews on Clutch.co reflect overwhelmingly positive feedback, with nearly 100% of clients highlighting their timely delivery, technical proficiency, and effective communication. Clients frequently commend Leobit's ability to align with project needs and enhance existing strategies, underscoring their technical expertise and proactive project management approach.

    See all 54 projects

    Reviews mention Reliable

    Clients consistently describe Leobit as a reliable partner, highlighting their ability to deliver high-quality work on time and respond promptly to urgent issues. One client noted, 'They fixed all three issues by the next day, which was phenomenal,' while another emphasized their testers' reliability and independence in managing tasks. Overall, the sentiment surrounding reliability is overwhelmingly positive, with clients expressing satisfaction and confidence in Leobit's proactive approach and technical expertise.
    • Dev Team Augmentation for Real Estate CRM
      5.0 Sep 27, 2019

      We recently ran into a bug the night before a demo, so I emailed them saying we had three issues and asking for help. They fixed all three by the next day, which was phenomenal. 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. Leobit is proactive and reliable.

      Read Full Review
    • Staff Augmentation for SaaS Quoting Platform
      5.0 Oct 2, 2018

      Their testers are reliable and bring technical know-how to the project. They’re reliable and work independently now, even though they’re remote. The entire team is organized and manages their tasks well.

      Read Full Review
    • Web & Mobile App Development for Tech Company
      5.0 Apr 20, 2026

      The Leobit team managed the project in a structured and organized way. They delivered tasks on time and maintained clear communication throughout the collaboration. The team responded quickly to our requests and was open to feedback. They communicated clearly and proved to be a highly reliable partner throughout the project.

      Read Full Review
    Read All Reviews

    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

    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
    AgileEngine Logotype

    AgileEngine

    5.0 58 reviews
    Premier Verified
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Boca Raton, FL

    Services provided

    30% Custom Software Development
    20% UX/UI Design
    15% AI Development +3 services
    15% IT Staff Augmentation
    10% Mobile App Development
    10% Web Development

    AgileEngine is a technology development company that specializes in software engineering, platform modernization, and custom solutions. Reviewers consistently praise their project management skills, reliability, and responsiveness, with over 90% noting their high-quality output and commitment to client success. Additionally, AgileEngine's competitive pricing and ability to align with client values are frequently highlighted.

    See all 58 projects

    Reviews mention Hard working

    The feedback from clients highlights AgileEngine's strong work ethic and dedication. One client noted their impressive commitment, stating, 'The team is dedicated and committed... always seem to be online.' Another emphasized their proactive approach, mentioning that they 'mesh well with our internal team' and genuinely care about client success. Overall, the sentiment reflects a high level of satisfaction with their hardworking nature, although concerns about potential burnout due to long hours were also raised.
    • Software Development & QA for Payment Reconciliation Corporation
      5.0 Mar 6, 2019

      They work hard to make sure they mesh well with our internal team. They care about our success and not just about getting paid to do what we ask. Unlike other firms, they want to bring value to our company, which makes me excited and happy to work with them.

      Read Full Review
    • Platform Development for Information Technology Company
      5.0 Jan 4, 2019

      The technical lead motivates his team to work, stay on schedule, and commit to quality. The team feels like part of our company because they understand our expectations and work hard to meet them according to our preferred workflows. I lean on them the same as any of our domestic teams.

      Read Full Review
    Read All Reviews

    Industry Experience

    AgileEngine demonstrates strong capabilities across various industries including IT Services, Education, Healthcare, and Environmental Services. In IT, they excel in developing custom software solutions and augmenting teams, while in Education, they build data management tools that enhance analytics. Clients across sectors report high-quality deliverables, effective communication, and a strong commitment to project success. Overall, AgileEngine is well-regarded for its adaptability and technical expertise, making them a solid choice for companies in need of robust development support.

    Read All Reviews

    Select Industry to see insights

    IT Services Consulting Environmental Services Advertising & marketing Healthcare Business services Arts, entertainment & music Information technology eCommerce Financial services Software Automotive Media Retail Publishing Gambling Food & Beverages Transportation Telecommunications Agriculture Manufacturing Research Education

    Average Project Cost Breakdown

    $50,000 to $199,999 (15) $200,000 to $999,999 (12) $10,000 to $49,000 (5) $1,000,000 to $9,999,999 (3)

    What Clients Have Said

    Clients consistently commend AgileEngine for their competitive pricing and exceptional value, with many noting that their costs fit within budgets while maintaining high-quality output. For instance, one CTO highlighted that AgileEngine has maintained very competitive costs over the years, emphasizing that their pricing aligns well with the quality of service provided. Overall, the sentiment reflects strong satisfaction regarding the balance of cost and quality, with multiple clients expressing that AgileEngine delivers results that exceed expectations.
    Read All Reviews

    More responsive than most other service providers

    AgileEngine is responsive

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

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    60% AI Development
    40% Advertising

    MediaGamma Limited is an artificial intelligence company. Launched in 2014, the team specializes in Artificial Intelligence and Advertising. The company is in London, England.

    Read more
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  • NumberEight Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    80% AI Development
    20% Advertising

    Established in 2016, NumberEight is an AI company. The team offers Artificial Intelligence and Advertising and is located in London, England.

    Read more
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  • Reckon Digital Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    60% AI Development
    20% Cybersecurity
    20% UX/UI Design

    Reckon Digital is an artificial intelligence company. The London, England-based firm offers Artificial Intelligence and UX/UI Design.

    Read more
    View Profile
  • SMAP Energy Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    75% AI Development
    25% BI & Big Data Consulting & SI

    SMAP Energy is an artificial intelligence development company. They are based in London, England, and their services include Artificial Intelligence and BI & big data consulting & SI.

    Read more
    View Profile
  • Seldon Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    100% AI Development

    Seldon, an artificial intelligence development company, provide Artificial Intelligence and AI Consulting. They were founded in 2014.

    Read more
    View Profile
  • True AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    100% AI Development

    True AI is an artificial intelligence company. Located in London, England, the team focuses on Artificial Intelligence and AI Consulting.

    Read more
    View Profile
  • Time Machine Capital Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    100% AI Development

    Time Machine Capital is a London, England-based AI firm. They focus on Artificial Intelligence and AI Consulting.

    Read more
    View Profile
  • Simple&Smart Technologies, Inc. Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    250 - 999
    Beijing, China

    Services provided

    60% AI Development
    40% BI & Big Data Consulting & SI

    Simple&Smart Technologies, Inc. Is a midsize AI company headquartered in Beijing, China. Their services include Artificial Intelligence and BI & big data consulting & SI.

    Read more
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  • CoreData Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Calgary, Canada

    Services provided

    100% AI Development

    CoreData is an artificial intelligence firm. The team is in Calgary, Canada, and their services include Artificial Intelligence and AI Consulting.

    Read more
    View Profile
  • encompass Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Glasgow , Scotland

    Services provided

    50% AI Development
    50% Custom Software Development

    Software development company and AI firm encompass is in Glasgow , Scotland. They focus on Custom Software Development and Artificial Intelligence and were founded in 2012.

    Read more
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  • Candidate.ID Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Glasgow , Scotland

    Services provided

    100% AI Development

    Candidate.ID is an AI development company. The company is in Glasgow , Scotland. Their services include Artificial Intelligence and AI Consulting.

    Read more
    View Profile
  • Cytora Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    100% AI Development

    Cytora is an AI company. The team specializes in Artificial Intelligence and AI Consulting and is in London, England.

    Read more
    View Profile
  • Starship Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    100% AI Development

    Starship Technologies is an AI development company established in 2014. Their team provides Artificial Intelligence and AI Consulting.

    Read more
    View Profile
  • Cleo AI - we're hiring Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    100% AI Development

    Cleo AI - we're hiring is an artificial intelligence firm. Established in 2016, the team specializes in Artificial Intelligence and AI Consulting. The firm is in London, England.

    Read more
    View Profile
  • LoopMe Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    50% AI Development
    25% Advertising
    25% Video Production

    LoopMe is a London, England-based artificial intelligence development company. The team provides Artificial Intelligence and Advertising.

    Read more
    View Profile
  • Vivacity Labs Logotype

    Vivacity Labs

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    60% AI Development
    40% IoT Development

    Vivacity Labs is an AI development company. Established in 2015, the firm is based in London, England. Their team provides Artificial Intelligence and IoT development.

    Read more
    View Profile
  • Mogees Ltd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    100% AI Development

    Mogees Ltd is a London, England-based AI company. The team provides Artificial Intelligence and AI Consulting.

    Read more
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  • Sparrho Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    70% AI Development
    30% Content Marketing

    Sparrho is an artificial intelligence company. Launched in 2013, the agency is in London, England. Their team specializes in Artificial Intelligence and Content Marketing.

    Read more
    View Profile
  • Graphcore Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Bristol, England

    Services provided

    100% AI Development

    AI company Graphcore was established in 2016. The agency offers Artificial Intelligence and AI Consulting, and is midsize.

    Read more
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  • PROWLER.io Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Cambridge, England

    Services provided

    100% AI Development

    PROWLER.io is an artificial intelligence firm located in Cambridge, England. They offer Artificial Intelligence and AI Consulting and were founded in 2016.

    Read more
    View Profile
  • FiveAI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Bristol, England

    Services provided

    100% AI Development

    FiveAI is an artificial intelligence development company. They specialize in Artificial Intelligence and AI Consulting and were established in 2015.

    Read more
    View Profile
  • ASI Data Science Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

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

    ASI Data Science, an AI development company and data analytics company, was founded in 2014. The team offers Artificial Intelligence and BI & big data consulting & SI and is based in London,

    Read more
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  • Causaly Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    100% AI Development

    Causaly is an artificial intelligence development company. Their team is based in London, England. The agency specializes in Artificial Intelligence and AI Consulting.

    Read more
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  • Desktop Genetics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    100% AI Development

    Artificial intelligence firm Desktop Genetics is based in London, England. Their services include Artificial Intelligence and AI Consulting.

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  • DigitalGenius Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    100% AI Development

    AI development company DigitalGenius was founded in 2013. The team offers Artificial Intelligence and AI Consulting and is headquartered in London, England.

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  • Eigen Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    100% AI Development

    Eigen Technologies, an artificial intelligence company, is headquartered in London, England. Established in 2014, the team provides Artificial Intelligence and AI Consulting.

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  • Featurespace Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Cambridge, England

    Services provided

    75% AI Development
    25% Cybersecurity

    Featurespace is an artificial intelligence company. Launched in 2008, the firm is based in Cambridge, England and London, England. Their services include Artificial Intelligence and Cybersecurity.

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  • LabGenius Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    100% AI Development

    Small artificial intelligence development company LabGenius, is located in London, England. Their services include Artificial Intelligence and AI Consulting.

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  • Popsa Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    60% AI Development
    40% E-Commerce Development

    Popsa is an artificial intelligence development company. They are located in London, England and have small team of experts. Their services include Artificial Intelligence and E-Commerce

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  • ProFinda Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    60% AI Development
    20% Recruiting
    20% Staffing

    ProFinda, an AI firm, is in London, England. They focus on Artificial Intelligence and Staffing and were established in 2011.

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  • Ravelin Technology Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    50% AI Development
    50% Cybersecurity

    Ravelin Technology is an AI company and Cybersecurity company. They were launched in 2014, and their services include Artificial Intelligence and Cybersecurity.

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  • Tractable Logotype

    Tractable

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    100% AI Development

    Tractable is an AI development company. The -based company focuses on Artificial Intelligence and AI Consulting.

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  • Wefarm Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    100% AI Development

    Wefarm is a London, England-based artificial intelligence development company. Established in 2015, the team offers Artificial Intelligence and AI Consulting.

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  • WIREWAX Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    100% AI Development

    Artificial intelligence company WIREWAX is headquartered in London, England. The team provides Artificial Intelligence and AI Consulting.

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  • GTN LTD Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    100% AI Development

    GTN LTD is an AI development company in London, England. They specialize in Artificial Intelligence and AI Consulting.

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  • Digital Catapult Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    50% AI Development
    50% IoT Development

    Digital Catapult is an artificial intelligence development company and IoT development company founded in 2013. In London, England, the team offers Artificial Intelligence and IoT development.

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  • Seebyte Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Edinburgh , Scotland

    Services provided

    50% AI Development
    50% Custom Software Development

    Seebyte is a software development firm and artificial intelligence company headquartered in Edinburgh , Scotland. The team offers Custom Software Development and Artificial Intelligence.

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  • Stratifyd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Charlotte, NC

    Services provided

    60% AI Development
    20% Call Center Services
    20% Marketing Strategy

    Stratifyd is a Charlotte, North Carolina-based artificial intelligence firm. They offer Artificial Intelligence and Call Center Services.

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  • Seceon Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Westford, MA

    Services provided

    50% AI Development
    50% Cybersecurity

    Seceon Inc. Is a midsize artificial intelligence firm and Cybersecurity company. Launched in 2014, the team focuses on Artificial Intelligence and Cybersecurity.

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

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

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

We evaluate service providers using a structured methodology that combines:

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

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Ability to deliver
Focus
Clutch Leaders Matrix

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

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

List of the Best Artificial Intelligence Companies

  3. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

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

    Service focus

    60% AI Development
    40% Other
    View Profile Visit Website
  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
  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

    65% AI Development
    35% 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. DigitalSuits Logotype

    DigitalSuits

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

    Ability to deliver

    38.7/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    50% AI Development
    50% Other
    View Profile Visit Website
  12. Osedea Logotype

    Osedea

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

    Ability to deliver

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

    Service focus

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

    Scopic

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

    Ability to deliver

    39.1/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  20. The NineHertz Logotype

    The NineHertz

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

    Ability to deliver

    39/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website
  21. 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
  23. 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
  24. 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
  25. 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
  26. 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
  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
  30. Antier Logotype

    Antier

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

    Ability to deliver

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

    Service focus

    30% AI Development
    70% Other
    View Profile Visit Website

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How to Add AI to an Existing Business Without Rebuilding Everything

Updated April 13, 2026
Kateryna Stankova

Integrating AI into established systems without disrupting them is more complicated than expected. This practical guide covers the key to successfully...

Artificial Intelligence Thought Leadership, Scaling
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When AI Determines Strategy: Turning Algorithms Into Real Decisions

Updated March 31, 2026
Ryan Walton

How teams actually use AI in strategy, moving from dashboards to decisions, spotting early signals, and turning models into measurable outcomes without...

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The Emerging Relationship Between Social Media and AI

Updated March 11, 2026
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As more customers rely on AI for recommendations, discover how AI-driven social discovery can make your content more visible.

Artificial Intelligence Lead Generation

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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