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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

22,069 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.
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    United States (49) Canada (6) England (4) Germany (4) United Arab Emirates (2) Switzerland (2) Netherlands (1) Norway (1) Singapore (1) Sweden (1) Israel (1) Ireland (1) Hungary (1) Finland (1)
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    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 Unique expertise

    Client feedback consistently highlights Innowise's unique expertise across various projects. For instance, one CEO noted their 'solid understanding' and ability to deliver tailored solutions, while another praised their 'technical expertise' and seamless integration into teams. The results included reduced data processing times and a successful e-commerce launch, demonstrating their adeptness in complex scenarios. Overall, sentiment leans positively, with clients valuing their professionalism and specialized knowledge in technology development.
    • Staff Aug, Blockchain & E-Commerce Dev for Software Company
      5.0 Jul 25, 2024

      The company demonstrated expertise in the required domain which was a significant factor in our project. Their ability to deliver quality products on time was also notable. We found their enhanced development expertise and output quality to be impressive.

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    • UX/UI Design for Software Company
      5.0 May 16, 2024

      The quality of developers at Innowise was remarkable. They demonstrated exceptional expertise and technical proficiency. Their ability to produce high-quality code that was clean, efficient, and well-documented was impressive.

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

      Innowise showed a depth of capability and a strong ability to understand complex business cases. Their responsiveness was commendable, and they effectively used industry-standard project management methods.

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    • IT Staff Augmentation for IT Services Company
      5.0 Sep 8, 2023

      Innowise Group assembled a custom team of 7 engineers who were experts in their scope of work. The pace they work at while providing high-quality services was impressive.

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    • Go Language Project for IT Consulting Firm
      4.5 Feb 8, 2023

      The team from Innowise was praised for their expertise in the Go language. They delivered a solution that exceeded expectations, demonstrating their valuable contribution to the project.

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    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In the past six months, Innowise has received positive feedback for their ability to deliver custom database solutions efficiently. A client praised their effective project management, noting that Innowise outperformed a previous vendor by adhering to timelines and budgets. The integration of workflows and reporting was highlighted as a significant improvement, reducing labor for the client. Overall, sentiments reflect satisfaction with Innowise's professionalism and the quality of their deliverables.
    Read 1 Recent Review

    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.
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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 Open to feedback

    The feedback regarding BlueLabel's openness to client input is overwhelmingly positive. Clients highlighted their effective communication and incorporation of feedback, with one noting, "they deliver on time, stay within budget, and incorporate our feedback." Another client praised their ability to transcribe visions while contributing valuable suggestions, stating, "they have a unique spin on what I’m doing." Overall, clients feel that BlueLabel integrates well with their teams, fostering a collaborative environment.
    • Mobile App Dev for Nonprofit
      5.0 Sep 1, 2022

      As with any development project, we’ve had some learning curves and growing pains. Initially, they didn’t offer data analytics instruments because they didn’t have the skill set. Although we went through some trials and tribulations, they were open to learning alongside us and brought in a data expert at no additional charge.

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    • Web & App Dev for Flight-Booking Platform
      4.0 Aug 13, 2019

      From a personal standpoint, they are a fantastic team to work with. They are very strong communicators, they establish great objectives and roadmaps, and they always incorporate feedback into their work. Despite being in a completely different time zone, they always got back to us within 24 hours on any questions or issues we had.

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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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  • Epoxy.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Berwyn, PA

    Services provided

    80% AI Development
    20% BI & Big Data Consulting & SI

    Epoxy.ai is an AI firm. The Berwyn, Pennsylvania-based agency was founded in 2020. Their team focuses on Artificial Intelligence and BI & big data consulting & SI.

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  • GlobaSteer Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Trappe, PA

    Services provided

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

    Founded in 2016, GlobaSteer is a data analytics company. The firm focuses on BI & big data consulting & SI and Artificial Intelligence, and is midsize.

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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 Professional

    Azumo has consistently received positive feedback regarding their professionalism across multiple projects. Clients have highlighted their responsiveness, effective communication, and the ability to meet deadlines. For instance, one client noted their 'excellent communication' and 'knowledgeable' team, while another praised their 'outstanding professionalism and honesty.' Additionally, clients appreciated their thorough project management processes that align well with client needs, resulting in high satisfaction and successful project outcomes.
    • Web Dev for Health Screening Solution Company
      5.0 Dec 21, 2022

      We found their responsiveness and time-zone alignment as the key factors to success. Also they have a pretty streamlined project management process in place which ensured timely deliveries of the features. The FO assigned to us was a key in project success. They are a very good and professional team. We didn't see many areas of improvement, especially in our case.

      Read Full Review
    • Custom Software Development for Biomaterials Startup
      4.5 Feb 15, 2022

      I haven’t worked with many consultants before, so I’m not exactly sure what distinguishes them from their competitors. However, Azumo was very professional, knowledgeable, and had excellent communication. We’re pleased with the work Azumo provided, so I can think of nothing for them to improve.

      Read Full Review
    • Architectural Designs for Blockchain Company
      5.0 Feb 15, 2022

      Their professionalism and honesty throughout the project were outstanding; they never tried to push particular solutions. Also, they were patient in explaining everything to us — we don’t have a technical background, so they translated all of our requirements into technical concepts. Spend more time upfront in the engagement so you can outline your goals.

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    • Dev for Digital Tool & Enterprise Platform
      5.0 Nov 30, 2018

      Our best interests are first in their minds, and they clearly care about our goals. They write all of our code and help clarify any language issues or issues we face. We have a wonderful experience with them and consider ourselves very lucky. They never took it personally and are always professional. The experience is great and the work speaks for itself.

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    • Artificial Intelligence Dev for Discovery Networks Latin America
      5.0 Nov 30, 2018

      Their development knowledge is impressive. They’ve been very professional and patient with Amazon’s requirements, which ask for very high standards. I’m very happy with them. We have daily communication and they always deliver before our deadlines.

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    Industry Experience

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

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    Select Industry to see insights

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

    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 Exceptional performance

    Clients consistently commend TELUS International for their exceptional performance, particularly highlighting their robust healthcare billing platform that has significantly reduced payment processing times from three months to two weeks. They are praised for their collaborative project management approach and commitment to adapting to industry standards, ensuring security and functionality. One client emphasized their willingness to prioritize value over profit, demonstrating a commendable dedication to meeting client needs. Overall, sentiment reflects high satisfaction with TELUS International's capabilities and support.
    • Custom Development for Healthcare Billing Platform
      5.0 Aug 20, 2020

      What sets them apart is the balance of both value of the functionalities they’ve brought on board together with their ability to connect and build a platform that was scalable to adapt to the e-health landscape. The system adapts to new EMR standards because of the portability of the data that’s being produced. They’ve also maintained security protocols that have prevented successful penetration attacks or hacks of any personal health information.

      Read Full Review
    • Development of Customer-Facing Website for Nonprofit
      5.0 Feb 17, 2017

      We've set up each of our non-profits on Google Analytics, allowing them to see their traffic. One of the things which came out as a result of us working with WillowTree is a significant increase of about 70% in the number of new leads coming into the organization. This is a result of the technology built by WillowTree. It's big for a non-profit to go from having a paper-centric environment where everything was being done in person, to leveraging technology and allowing a virtual relationship with the customer. That has been a breakthrough for our network of groups, and it's what will set the stage for significant growth.

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    Industry Experience

    WillowTree has demonstrated strong capabilities across various industries, including Financial Services, IT Services, Healthcare, Legal, Retail, and Nonprofit. Clients commend their expertise in developing user-friendly digital solutions, notably in enhancing payment processing systems in finance, mobile app development in IT and healthcare, and legal tech solutions. Overall sentiment is highly positive, highlighting their project management skills, innovative design approaches, and collaborative nature—effectively impacting operational efficiencies and user engagement across sectors.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

    $200,000 to $999,999 (10) $50,000 to $199,999 (7) $1,000,000 to $9,999,999 (2) $10,000,000 + (1)

    What Clients Have Said

    Client feedback on the company's cost and value indicates a generally positive sentiment regarding pricing relative to the quality of services provided. For instance, one client noted an investment of $400,000, highlighting that the extensive team involvement justified the expense. Another client mentioned a $50,000 initial investment for a university app, expressing satisfaction with the results and minimal budgetary surprises. Overall, clients appreciate the balance of cost and value, often citing the quality of work and strong project management as key factors.
    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

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

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Columbus, OH

    Services provided

    50% Generative AI
    25% BI & Big Data Consulting & SI
    25% Compliance Consulting

    Founded in 2018, APARAVI is a Generative AI company. The firm offers Generative AI and BI & big data consulting & SI.

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  • Mixpanel Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    London, England

    Services provided

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

    Big data analytics company Mixpanel provides BI & big data consulting & SI and Artificial Intelligence. They are based in London, England.

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  • InovIntell Logotype

    InovIntell

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

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

    InovIntell is an AI company. Headquartered in Krakow, Poland, the firm provides Artificial Intelligence and BI & big data consulting & SI.

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  • Psiwire Logotype

    Psiwire

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Founded in 2004, Psiwire is an AI Consulting company. The team provides AI Consulting and BI & big data consulting & SI.

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  • Data Clymer Logotype

    Data Clymer

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

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

    Data Clymer is a big data analytics company and AI Consulting company. Established in 2016, the firm focuses on BI & big data consulting & SI and AI Consulting.

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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

    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 Patient

    The overall sentiment regarding Growth Loops Technology Pvt Ltd reflects a strong appreciation for their patience and effective communication. A client emphasized their 'patience, knowledge, and willingness to explain things so a non-dev could understand,' which significantly contributed to project success. Additionally, the company delivered ahead of schedule and promptly addressed any issues, showcasing their commitment to client satisfaction. Clients express confidence in their ability to translate complex ideas into functional solutions without areas for improvement.
    • Web App Design & Developemnt for Marketing Company
      5.0 Dec 20, 2023

      I appreciated Growth Loops Tech's patience, knowledge, and willingness to explain things so a non-dev could understand. They took a vision and turned it into a reality. Their work exceeded our expectations.

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    Industry Experience

    Growth Loops Technology Private Limited has demonstrated significant expertise across various industries, including Insurance, Financial Services, IT Services, Software, Healthcare, Telecommunications, and Advertising & Marketing. Clients commend their strong project management, technical proficiency, and responsiveness, resulting in enhanced user engagement and productivity. Positive sentiments highlight their innovative solutions, budget-friendly pricing, and ability to foresee client needs, establishing them as a reliable partner for organizations seeking effective software and app development.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Clients have expressed high satisfaction with TechnoYuga Soft Pvt. Ltd.'s accommodating nature. Feedback highlights their excellent project management, with consistent communication and a willingness to adapt to requests. One client noted, 'They were very accommodating whenever we requested changes or additions.' Their responsiveness during US business hours and weekends further underscores their commitment to client needs. Overall, the sentiment reflects a strong appreciation for their flexibility and dedication to delivering a tailored experience.
    • Mobile App Development for Interpreter Data Company
      5.0 Apr 11, 2025

      Technoyuga’s project management was excellent. They were very organized and conducted weekly review calls to showcase progress and gather feedback. All project milestones were delivered on time or earlier, and they were very accommodating whenever we requested changes or additions. Their team was available during US business hours and even on weekends when needed.

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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
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  • Curate Data Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Wilmington, DE

    Services provided

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

    Generative AI company Curate Data is based in Wilmington, Delaware. Their services include Generative AI and BI & big data consulting & SI.

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  • Nividous Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Sacramento, CA

    Services provided

    50% AI Development
    50% Robotics Process Automation

    Launched in 2011, Nividous is a midsize Sacramento, California-based AI firm and Robotics Process Automation company. Their team provides Artificial Intelligence and Robotics Process Automation.

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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

    Reviews mention Patient

    Clients have consistently praised S-PRO for their flexibility and patience in managing scope changes during the project. One client noted, "They’re extremely flexible and have been patient as we make changes to our scope," highlighting their adaptability. Overall sentiment reflects a positive experience, with clients appreciating their ability to deliver on time and provide valuable input, despite minor communication challenges.
    • Development for Energy Data Analytics Company
      5.0 Nov 16, 2020

      They’re extremely flexible and have been patient as we make changes to our scope. They’re also good at taking on new concepts like energy market data. After the planning phase, they were able to provide input, which has had a positive impact on users.

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    Read All Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    More responsive than most other service providers

    S-PRO is very responsive

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

    View projects from:

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

    Reviews mention Collaborative

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

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

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

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

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

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

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

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

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

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

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

    Reviewed 1 time in the past 6 months

    In the past six months, client feedback 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

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

    Reviewed 2 times in the past 6 months

    Recent reviews of LANARS highlight their exceptional project management and technical expertise. Clients praised their reliability and flexibility, noting impressive outcomes such as a 37% conversion rate increase and an 80% reduction in translation time. One client emphasized LANARS' ability to adapt to changing project scopes without missing deadlines. While communication in Norwegian was suggested as an area for improvement, overall sentiment remains positive, with clients appreciating the professional execution and skilled team members.
    Read 2 Recent Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

    Manufacturing IT Services Financial services Business services Construction Information technology

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    San Francisco, CA

    Services provided

    50% AI Development
    50% Robotics Process Automation

    Based in San Francisco, California, Informed.IQ is a midsize AI firm and Robotics Process Automation company. The team specializes in Artificial Intelligence and Robotics Process Automation.

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  • Algonox Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Piscataway, NJ

    Services provided

    50% AI Development
    40% Robotics Process Automation
    10% IT Strategy Consulting

    Algonox Technologies is an AI firm. They are based in Piscataway, New Jersey and Hyderabad, India. Their team provides Artificial Intelligence and Robotics Process Automation.

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

    Reviewed 3 times in the past 6 months

    Over the past six months, clients have consistently praised Leobit for their high-quality project management and technical expertise. The CEO of Vincent Brand Go highlighted their ability to deliver projects ahead of schedule and their innovative approach. Asprey Management Solutions' Development Director commended their flexibility in addressing project needs and the successful migration to a secure authentication platform. Additionally, the Founder of Thinkl appreciated Leobit's proactive suggestions and effective collaboration features in their AI-powered lab notebook project. Overall, client sentiment is overwhelmingly positive.
    Read 3 Recent Reviews

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    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 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 Efficient

    Clients consistently praised AgileEngine for their efficiency in project delivery. One COO noted their ability to deliver items on time and adapt to design modifications swiftly, describing them as a 'force multiplier' in the development process. An executive VP highlighted their impressive speed in developing a mobile application, stating, 'They're very efficient, which we greatly appreciate.' Overall, the sentiment regarding AgileEngine's efficiency is overwhelmingly positive, with clients expressing satisfaction in their responsive and organized project management.
    • Custom Software Design & Dev for Video & Audio Search Engine
      5.0 Jul 5, 2024

      Agile has been efficient in their delivery of items and they have been very responsive to any modifications to the designs and development work as requested.

      Read Full Review
    • Mobile Application for FinTech Company
      5.0 Dec 20, 2018

      The speed of their development work was also impressive. They're very efficient, which we greatly appreciate.

      Read Full Review
    Read All Reviews
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    Recent reviews of AgileEngine highlight a strong overall sentiment, with clients praising their timely project delivery and high-quality output. Notably, a VP from HelioCampus commended the team's 'can do' attitude and commitment to excellence, noting their reliability and alignment with company values. Clients appreciate the effective communication and the successful attainment of modernization goals, indicating a solid fit for various project needs. No significant areas for improvement were identified.
    Read 1 Recent Review

    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
  • Cuber AI Logotype

    Cuber AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    70% Generative AI
    30% Robotics Process Automation

    Generative AI company Cuber AI is in Saratoga, California. They specialize in Generative AI and Robotics Process Automation and were launched in 2021.

    Read more
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  • Shastic Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Berkeley, CA

    Services provided

    60% AI Development
    40% Robotics Process Automation

    Shastic is an artificial intelligence firm. Their small team of employees is based in Berkeley, California. Their team specializes in Artificial Intelligence and Robotics Process Automation.

    Read more
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  • RCMS, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Westlake, OH

    Services provided

    50% Generative AI
    50% Robotics Process Automation

    RCMS, LLC, a Robotics Process Automation and Generative AI company, is located in Westlake, Ohio. They specialize in Robotics Process Automation and Generative AI.

    Read more
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  • Avenir Digital Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Raleigh, NC

    Services provided

    80% AI Development
    20% Robotics Process Automation

    Avenir Digital Inc, an AI firm, is in Raleigh, North Carolina and London, England. They focus on Artificial Intelligence and Robotics Process Automation.

    Read more
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  • Tquila Automation Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    70% AI Development
    30% Robotics Process Automation

    Located in London, England and Austin, Texas, Tquila Automation is an artificial intelligence company. Their services include Artificial Intelligence and Robotics Process Automation.

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  • Laiye Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    London, England

    Services provided

    50% AI Development
    50% Robotics Process Automation

    Laiye, a midsize AI firm and Robotics Process Automation company, is in London, England. The team provides Artificial Intelligence and Robotics Process Automation.

    Read more
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  • DRUID AI Logotype

    DRUID AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    70% Generative AI
    30% Robotics Process Automation

    DRUID AI is a Generative AI company. They are based in London, England and have midsize team of experts. Their services include Generative AI and Robotics Process Automation.

    Read more
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  • Rossum Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    60% AI Development
    40% Robotics Process Automation

    Rossum is an artificial intelligence development company. The team focuses on Artificial Intelligence and Robotics Process Automation and is headquartered in London, England.

    Read more
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  • Acronotics Limited Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    50% AI Development
    40% Robotics Process Automation
    10% Custom Software Development

    Founded in 2017, Acronotics Limited, a midsize AI company, is located in London, England and Millburn, New Jersey. Their team provides Artificial Intelligence and Robotics Process Automation.

    Read more
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  • OMFYS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    50% AI Development
    50% Robotics Process Automation

    OMFYS is an artificial intelligence development company and Robotics Process Automation company. The London, England-based agency provides Artificial Intelligence and Robotics Process Automation.

    Read more
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  • Recordsure Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    75% AI Development
    25% Robotics Process Automation

    In London, England, Recordsure is a small artificial intelligence company. Their services include Artificial Intelligence and Robotics Process Automation.

    Read more
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  • Aisera Logotype

    Aisera

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999

    Services provided

    80% Generative AI
    20% IT Strategy Consulting

    Aisera is a Generative AI company in Toronto, Canada. Their services include Generative AI and IT strategy consulting.

    Read more
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  • Efecte Plc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Warszawa, Poland

    Services provided

    50% Generative AI
    50% IT Strategy Consulting

    Founded in 1998, Efecte Plc, a midsize IT strategy consulting and Generative AI company, is in Warszawa, Poland and Espoo, Finland. Their team provides IT strategy consulting and Generative AI.

    Read more
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  • Rippey AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Louisville, CO

    Services provided

    70% AI Development
    30% Robotics Process Automation

    Established in 2019, Rippey AI is a midsize artificial intelligence development company. Their services include Artificial Intelligence and Robotics Process Automation.

    Read more
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  • Vonwerk Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    Freelancer
    New York, NY

    Services provided

    20% AI Consulting
    20% AI Development
    20% Generative AI +4 services
    10% Back Office Outsourcing
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Sales Outsourcing

    AI company Vonwerk is located in New York, New York. They offer Artificial Intelligence and AI Consulting and were launched in 2021.

    Read more
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  • Vayusphere Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Mountain View, CA

    Services provided

    70% AI Development
    30% IT Strategy Consulting

    Founded in 2000, Vayusphere is an artificial intelligence development company. The team specializes in Artificial Intelligence and IT strategy consulting and is based in Mountain View, California.

    Read more
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  • Cogwise Logotype

    Cogwise

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    60% AI Development
    20% Cloud Consulting & SI
    20% Digital Strategy

    Artificial intelligence company Cogwise focuses on Artificial Intelligence and Digital Strategy. They are based in Cumming, Georgia.

    Read more
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  • Duality Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Tel Aviv-Yafo, Israel

    Services provided

    50% AI Consulting
    50% IT Strategy Consulting

    Duality Technologies is a midsize Hoboken, New Jersey-based IT strategy consulting and AI Consulting company. The team focuses on IT strategy consulting and AI Consulting.

    Read more
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  • iGenius Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Milano, Italy

    Services provided

    35% AI Development
    35% Generative AI
    30% IT Strategy Consulting

    IGenius, an artificial intelligence development company, is based in Milano, Italy. They focus on Artificial Intelligence and Generative AI and were launched in 2016.

    Read more
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  • Digital Wave Technology Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Ponte Vedra Beach, FL

    Services provided

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

    Digital Wave Technology, a midsize Generative AI company, is located in Ponte Vedra Beach, Florida. The team offers Generative AI and BI & big data consulting & SI.

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  • Ontotext Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    New York, NY

    Services provided

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

    Ontotext is a big data analytics company and Generative AI company. Headquartered in New York, New York and Sofia, Bulgaria, the team specializes in BI & big data consulting & SI and Generative AI.

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  • Mergemega Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Miami, FL

    Services provided

    80% AI Development
    20% BI & Big Data Consulting & SI

    Mergemega is an AI company established in 2021. The small team offers Artificial Intelligence and BI & big data consulting & SI.

    Read more
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  • Diffbot Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Menlo Park, CA

    Services provided

    80% AI Development
    20% BI & Big Data Consulting & SI

    Diffbot is an artificial intelligence firm. Their small team is in Menlo Park, California. Their services include Artificial Intelligence and BI & big data consulting & SI.

    Read more
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  • Reworkd Logotype

    Reworkd

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Reworkd , a small Generative AI company, is located in San Francisco, California. Their services include Generative AI and BI & big data consulting & SI.

    Read more
    View Profile
  • GetData.IO Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    San Mateo, CA

    Services provided

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

    GetData.IO, an artificial intelligence development company, is headquartered in San Mateo, California. They offer Artificial Intelligence and BI & big data consulting & SI and were launched in 2013.

    Read more
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  • Data Conversion Laboratory Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Fresh Meadows, NY

    Services provided

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

    Launched in 1981, Data Conversion Laboratory is a data analytics company and AI firm. The team provides BI & big data consulting & SI and Artificial Intelligence.

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  • RVVR AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Tustin, CA

    Services provided

    70% AI Development
    30% IT Strategy Consulting

    RVVR AI is an artificial intelligence company. In Tustin, California, their small team specializes in Artificial Intelligence and IT strategy consulting. The company was launched in 2021.

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  • RTB House Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    1,000 - 9,999
    Warszawa, Poland

    Services provided

    30% AI Development
    20% Branding
    20% Pay Per Click +2 services
    15% Advertising
    15% Video Marketing

    RTB House is an AI company. Their large team of employees is located in Warszawa, Poland and Sao Paulo, Brazil. Their team provides Artificial Intelligence and Branding.

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  • SoftwareVendor LLC Logotype

    Not yet reviewed

    $50,000+
    $25 - $49 / hr
    50 - 249
    New York, NY

    Services provided

    25% Custom Software Development
    25% IT Staff Augmentation
    20% AI Development +2 services
    20% Cybersecurity
    10% AI Consulting

    Established in 2001, SoftwareVendor LLC is an IT staff augmentation company. The midsize team focuses on IT staff augmentation and Custom Software Development.

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  • Invent Analytics Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Philadelphia, PA

    Services provided

    35% AI Development
    35% Application Testing
    30% BI & Big Data Consulting & SI

    Located in Philadelphia, Pennsylvania and City of London, England, Invent Analytics is an AI company. They specialize in Artificial Intelligence and Application Testing.

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  • Eppo, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    San Francisco, CA

    Services provided

    50% AI Development
    50% Application Testing

    Eppo, Inc. Is an artificial intelligence company and Application Testing company. The San Francisco, California-based team focuses on Artificial Intelligence and Application Testing.

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  • Serenitech Ltd Logotype

    Serenitech Ltd

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    Freelancer

    Services provided

    30% AI Development
    20% AI Consulting
    20% IT Strategy Consulting +3 services
    10% Generative AI
    10% Low/No Code Development
    10% Web Development

    Based in London, England, Serenitech Ltd is an artificial intelligence company. Their services include Artificial Intelligence and IT strategy consulting.

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  • Iksha Labs Pvt Limited Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    50 - 249
    Gurugram, India

    Services provided

    15% AI Development
    15% Generative AI
    15% IT Staff Augmentation +5 services
    15% Other IT Consulting and SI
    10% Computer Engineering
    10% IT Managed Services
    10% Robotics Process Automation
    10% Web Development

    Headquartered in Gurugram, India, Iksha Labs Pvt Limited is an IT staff augmentation company. Founded in 2019, the team focuses on IT staff augmentation and other IT consulting and SI.

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  • Marketing Chiefs Logotype

    Marketing Chiefs

    Not yet reviewed

    $1,000+
    Undisclosed
    50 - 249

    Services provided

    40% Marketing Strategy
    15% AI Consulting
    15% AI Development +2 services
    15% Corporate Training & Coaching
    15% Fractional CMO Services

    Marketing Chiefs is a Marketing Strategy company. They specialize in Marketing Strategy and Artificial Intelligence and were founded in 2024.

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  • tevenix Logotype

    tevenix

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249

    Services provided

    10% AI Consulting
    10% AI Development
    10% API Development +7 services
    10% Blockchain
    10% Custom Software Development
    10% Generative AI
    10% IoT Development
    10% Microservices Architecture Services
    10% Robotics Process Automation
    10% Web Development

    Custom software development company tevenix is based in Miami, Florida. Founded in 2024, the team focuses on Custom Software Development and Web Development.

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  • Shivacha Technologies Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    50 - 249
    Gurugram, India

    Services provided

    70% Blockchain
    10% AI Consulting
    10% AI Development +1 service
    10% Generative AI

    Shivacha Technologies, a midsize Blockchain company, is based in Gurugram, India and Dallas, Texas. Their services include Blockchain and Artificial Intelligence.

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  • Baidu USA Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Sunnyvale, CA

    Services provided

    50% AI Development
    20% Advertising
    15% Cloud Consulting & SI +1 service
    15% Search Engine Optimization

    Baidu USA is an artificial intelligence firm. The Sunnyvale, California-based company was founded in 2014. Their team specializes in Artificial Intelligence and Advertising.

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  • Holistic AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    100% AI Consulting

    Holistic AI, a midsize AI Consulting company, is in London, England. The team focuses on AI Consulting.

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  • Day One Strategy Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    20% AI Consulting
    20% AI Development
    20% Digital Strategy +3 services
    20% Generative AI
    10% Branding
    10% Market Research

    Day One Strategy is a Digital Strategy company. Located in London, England, their team focuses on Digital Strategy and Artificial Intelligence.

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Why Trust Clutch

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

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

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

We evaluate service providers using a structured methodology that combines:

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

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

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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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UX for AI-Driven Interfaces: Designing Trust, Transparency, and User Control into AI-Assisted...

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AI UX has to focus on making behavior clear, predictable, and something users can actually control.

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

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Artificial Intelligence Development Company FAQs

Looking for an artificial intelligence company but not sure where to start? We've put together answers to the most common questions businesses ask when searching for a trusted partner. This FAQ covers what you need to know before hiring an artificial intelligence company, from pricing and services to results and red flags.

Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems twice a year based on a proprietary methodology. The top artificial intelligence companies for Fall 2025 include:

  1. BlueLabel

  2. STX Next

  3. eSparkBiz

  4. Quytech

  5. Neoteric

  6. tkxel

  7. blackthorn.ai

  8. NineTwoThree AI Studio

  9. Edvantis

  10. fxis.ai

  11. Fingent

  12. GenAI.Labs USA

  13. Osedea

  14. ServReality

  15. Coherent Solutions

AI development agencies specialize in researching, designing, and deploying machine-learning models, data pipelines, and intelligent applications that solve real-world business problems. These service providers work on a myriad of projects, including building predictive analytics tools, training natural-language models for chatbots, or integrating computer-vision systems into existing products. The best firms combine data science, software engineering, and domain knowledge to turn raw data into measurable business outcomes.

Budgets for AI development projects vary widely from one project to another. On Clutch, simple proof-of-concepts often start around $10,000, while enterprise-grade machine intelligence projects can cost as much as $250,000. Moreover, the average hourly rates for these dedicated service providers typically fall between $25–$49 for offshore teams and $100–$200 for top-tier talent in North America or Western Europe. Ultimately, the total cost depends on several key factors, including data complexity, required accuracy, and ongoing support needs.

Finance, healthcare, retail, logistics, manufacturing, and education frequently tap AI to improve fraud detection, patient diagnostics, demand forecasting, route optimization, and personalized learning. However, any data-rich sector can gain value with the right partner.

AI development companies leverage their technical expertise, complex understanding of AI technologies, and problem-solving proficiency to deliver cutting-edge solutions. Most AI development companies offer services such as:

  • Discovery workshops and feasibility studies
  • Data collection, cleansing, and labeling
  • Model selection, training, and evaluation
  • MLOps: automation of deployment, monitoring, and retraining
  • Custom app or API development to surface AI insights
  • Post-launch optimization and support

Some specialists also provide AI consulting, helping teams validate use cases or choose the right cloud services before any code is written.

  1. Match with essential expertise and experience – Look for in-depth case studies in your industry and tech stack (e.g., TensorFlow, PyTorch).
  2. Check for verified reviews – Clutch ratings reveal communication style, reliability, and ROI.
  3. Assess their process – Agile, transparent workflows with clear milestones reduce risk.
  4. Validate team makeup – Data scientists, ML engineers, and domain experts should be involved—not just “AI generalists.”
  5. Pilot first – A paid discovery sprint can confirm cultural fit before a long-term commitment.

  • Guaranteed accuracy or ROI claims (“100% precision in two weeks”)
  • No access to training data or model artifacts
  • Overreliance on black-box tools without explainability options
  • Limited post-deployment monitoring or support
  • Vague pricing and change-order policies

  • How have you solved a similar problem for another client?
  • Which metrics will define project success, and how will we measure them?
  • Who owns the trained models and underlying data?
  • What is your approach to data privacy and compliance (e.g., GDPR, HIPAA)?
  • How often will models be retrained or updated?
  • Which cloud or on-prem platforms do you recommend, and why?

Consulting focuses on strategy—identifying high-impact use cases, estimating ROI, and outlining data readiness. Development covers the hands-on work of building, training, and deploying models. Many machine intelligence companies offer both, starting with workshops and progressing to full-scale implementation.

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