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Top AI Consultants

Artificial intelligence can unlock efficiency, sharper forecasting, and new product capabilities, but only with the right strategy behind it. An AI consulting firm helps you evaluate where AI fits, audit your data infrastructure, identify high-impact use cases, and build a roadmap that ties the technology to business goals. Many also guide model development, deployment, and the change management that adoption requires.

Clutch makes it easier to find a trusted partner through verified client reviews, detailed service profiles, and real project data. Use the filters to sort by hourly rate, industry focus, and location, then compare profiles in depth. Explore related directories: AI development companies, AI strategy companies, and U.S. AI consultants.

Ratings Updated: August 4, 2026
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9,006 Companies

Services: AI Consulting

List of the Top AI Consulting Firms

  • Featured

    What are Featured Providers?

    Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

    4.8 24 reviews
    Premier Verified
    $50,000+
    $50 - $99 / hr
    250 - 999
    London, England

    Services provided

    25% AI Consulting
    15% AI Development
    15% Cloud Consulting & SI +6 services
    10% AI Agents
    10% Custom Software Development
    10% Generative AI
    5% BI & Big Data Consulting & SI
    5% IT Managed Services
    5% IT Staff Augmentation

    Opinov8 Digital and Engineering Solutions is a company specializing in custom software development, staff augmentation, and technology solutions, with expertise in areas such as mobile and web app development, cloud infrastructure, and UX/UI design. Feedback from clients indicates a high level of satisfaction, with approximately 90% expressing positive experiences, particularly highlighting the team's technical expertise, responsiveness, and ability to deliver projects on time.

    See all 24 projects

    Industry Experience

    Opinov8 Digital and Engineering Solutions has garnered positive feedback across various industries, including Information Technology, Financial Services, Medical, Arts, and Automotive. Clients appreciate their expertise in custom software development, project management, and staff augmentation. In IT and Financial Services, they excel in delivering high-quality applications and UX design, while their work in Medical and Automotive showcases strong technical capabilities. Overall, their agility, communication, and commitment to client success have established them as a reliable partner across these sectors.

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    Select Industry to see insights

    Automotive Software Engineering Arts, entertainment & music Medical Gambling Advertising & marketing Logistics & Supply Chain Other Industry Human Resources Information technology Financial services Other industries Healthcare IT Services

    Average Project Cost Breakdown

    $200,000 to $999,999 (7) $1,000,000 to $9,999,999 (6) $50,000 to $199,999 (5)

    What Clients Have Said

    Opinov8 Digital and Engineering Solutions is generally perceived as providing good value for money, with clients noting that their pricing fits within budgets while maintaining high-quality outputs. One client highlighted that their pricing was competitive, stating it offered 'great value for cost.' Another mentioned saving approximately 20% on costs due to their efficient service. Overall, the sentiment is positive, with clients appreciating the balance between cost and the quality of services rendered.
    Read All Reviews

    More responsive than most other service providers

    Opinov8 Digital and Engineering Solutions is responsive

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

    View projects from:

    United States (8) England (8) Denmark (2) Germany (2)
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    Dotsquares Logotype

    Dotsquares

    4.7 100 reviews
    Premier Verified
    $1,000+
    $25 - $49 / hr
    1,000 - 9,999
    London, England

    Services provided

    20% AI Consulting
    15% AI Development
    15% E-Commerce Development +4 services
    15% Mobile App Development
    15% Web Development
    10% Custom Software Development
    10% IT Managed Services

    Dotsquares offers a range of IT development services, including AI Consultancy and AI Solutions. Feedback from clients highlights their impressive project management skills, timely delivery, and dedication to exceeding expectations. The company's strong reputation is further reinforced by their ability to consistently deliver excellent results, positioning them as a reliable partner for Artificial Intelligence Consulting projects.

    See all 100 projects

    Reviews mention Reliable

    Dotsquares has consistently been recognized for their reliability across various projects. Clients noted their team's exceptional communication, timely delivery, and proactive support. For instance, a Senior Digital Project Manager highlighted the team's remarkable consistency and integration, while another client praised a developer as 'the BEST' for being thorough, dependable, and efficient. Overall, Dotsquares is viewed as a reliable partner, with clients expressing satisfaction and a desire to continue their collaboration.
    • Web Design & Development for Convenience Forecourt Retailer
      5.0 Jan 3, 2024

      Following a competitive tendering process, Dotsquares were chosen as our trusted partner on our website development project. The team's knowledge, effective project management, support and commitment to timelines were invaluable to completing the project successfully. Not really, overall Dotsquares proved to be a reliable and skilled partner and we look forward to continuing our partnership with them.

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    • Website Development for AI Platform
      5.0 Jun 25, 2025

      Shubham is probably the BEST developer I've ever worked with and I've worked with quite a few. He's extremely thorough, patient, very kind, knowledgeable and gets the job done as quickly as you need it to be done. He's always there for me, reliable, dependable, efficient and an exceptional developer in his own right. So very happy that Dotsquares assigned him to us!

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    • WordPress Development for Strategic Communications Agency
      4.5 Jul 6, 2025

      Throughout the project delivery, they demonstrated remarkable consistency in process and project updates, along with clear communication, and delivered the work a timely fashion. They consistently provided valuable feedback and have proven to be a reliable, proactive, and integral part of our team.

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    6 of 6 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 6 times in the past 6 months

    Recent reviews for Dotsquares reflect a highly positive sentiment, with clients praising their responsiveness and effective communication. Notable feedback includes a client commending the team's dedication to understanding unique project requirements and delivering on time, while another highlighted the exceptional leadership and technical expertise of their project manager. Clients consistently noted the value for cost and the seamless collaboration throughout the project phases. Overall, Dotsquares is recommended for their reliability and commitment to customer satisfaction.
    Read 6 Recent Reviews

    Industry Experience

    Dotsquares has received positive feedback across various industries, including legal, education, financial services, real estate, and IT. Clients praised their strong project management, timely delivery, and responsiveness. In the legal sector, they excelled in website development and online platforms. In education, their work on content management systems was noted for quality. In financial services, they demonstrated expertise with CRM implementations. Overall, their strengths lie in effective communication and adaptability, making them a strong contender in multiple sectors.

    Read All Reviews

    Select Industry to see insights

    Other Industry Beauty & Cosmetics Logistics & Supply Chain Consulting Business services Retail Manufacturing Other industries eCommerce Healthcare Nonprofit Automotive Medical Consumer Products Human Resources Utilities Information technology Sports Education Hospitality & leisure Legal Media IT Services Arts, entertainment & music Research Real estate Financial services Transportation Software Advertising & marketing Energy & natural resources

    Average Project Cost Breakdown

    $10,000 to $49,000 (21) Less than $10,000 (20) $50,000 to $199,999 (6) $200,000 to $999,999 (5)

    What Clients Have Said

    Client feedback regarding Dotsquares highlights a strong sentiment towards their cost-effectiveness and value for money. Multiple reviews indicate that their pricing aligns well with client budgets, with one client noting they chose Dotsquares due to competitive pricing and high-quality work. Another client emphasized the exceptional service and cost-effectiveness, stating, 'They truly went above and beyond.' Overall, clients appreciate the balance of quality and affordability, reinforcing Dotsquares as a reliable partner.
    Read All Reviews
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    X2 Labs Logotype

    X2 Labs

    5.0 25 reviews
    Premier Verified
    $75,000+
    $50 - $99 / hr
    10 - 49
    Cluj-Napoca, Romania

    Services provided

    35% AI Consulting
    35% AI Agents
    10% Custom Software Development +2 services
    10% Mobile App Development
    10% Product Design

    X2 Labs is a versatile mobile app development company, praised for its exceptional project management and professionalism. With a focus on delivering high-quality, user-friendly solutions, 90% of reviewers highlight their commitment to excellence and the ability to adapt swiftly to changes. Their collaborative approach and culture fit are frequently noted as key strengths.

    See all 25 projects

    Reviews mention Open to feedback

    Overall, clients express a positive sentiment regarding X2 Labs' openness to feedback. One client noted, 'They responded well to feedback and ideas within an appropriate response timeframe.' Another highlighted their willingness to implement changes, stating, 'They were open, listened to our demands, and were able to implement our requests.' Additionally, a reviewer emphasized the importance of being open to their suggestions, which enhanced their app's functionality. This feedback underscores X2 Labs' commitment to collaboration and adaptability.
    • Web App Dev for Educational Literacy Curriculum Publisher
      5.0 Aug 1, 2024

      X2's project management has been terrific. They are very responsive to questions, support issues, and feedback. They manage the work in a way that aligns with our business needs.

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    • Mobile App Support & Redesign for Software Consultancy
      5.0 Jan 29, 2020

      They aren’t afraid to share their ideas on how to further improve the solution. Ask them for their opinions and advice. There are features that we thought we wanted in the app, but they offered additional suggestions that made the app even better. Be open to change with them, or else you may miss out on their expertise.

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    • AI Development for Software Company
      5.0 May 10, 2024

      They responded well to feedback and ideas within an appropriate response timeframe. they're great.

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    • Mobile App Design & Development for Water Sports Company
      5.0 Sep 15, 2023

      We significantly changed the initial approach a couple of times, which of course led to some delays in the timeline. However, we are happy though that the team was open, listened to our demands, and was able to implement our requests.

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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 last six months, X2 Labs has received overwhelmingly positive feedback from clients, particularly for their dedication and expertise. One client praised their ability to transform a half-completed app into a successful MVP, highlighting their proactive problem-solving and integration of machine learning models. Clients noted a strong partnership approach, with X2 Labs treating projects as their own. Overall, the sentiment is highly favorable, with no reported areas for improvement.
    Read 1 Recent Review

    Industry Experience

    X2 Labs has received positive feedback across various industries, demonstrating strong expertise in Information Technology, Education, Arts & Entertainment, and Business Services. Clients appreciate their professionalism, project management capabilities, and successful delivery of customized mobile applications. In Education, they excel in developing apps for learning and curriculum support, while in Arts & Entertainment, they enhance event experiences through innovative solutions. Overall, X2 Labs is recommended for projects in these sectors due to their proven ability to meet client needs and deliver high-quality results.

    Read All Reviews

    Select Industry to see insights

    Arts, entertainment & music Other industries Business services eCommerce Government Sports Software Information technology Education

    Average Project Cost Breakdown

    $10,000 to $49,000 (6) $50,000 to $199,999 (6) Less than $10,000 (3) $200,000 to $999,999 (1)

    What Clients Have Said

    Clients consistently praise X2 Labs for their cost-effectiveness and value for money, often highlighting their alignment with budgetary constraints. For instance, one client noted, 'Pricing fit our budget' and another emphasized 'good value for cost.' Overall sentiment reflects satisfaction with the quality of work delivered within budget, with many clients expressing appreciation for the high standards of professionalism and timely delivery, further reinforcing the company's reputation for providing excellent value.
    Read All Reviews
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  • AdvantEdge Anthology Partners - Out of Business Logotype

    5.0 3 reviews
    $10,000+
    $200 - $300 / hr
    2 - 9
    San Antonio, TX

    Services provided

    10% AI Consulting
    30% Business Consulting
    20% Digital Strategy +4 services
    10% Business Continuity Management
    10% Compliance Consulting
    10% Market Research
    10% Marketing Strategy

    AdvantEdge Anthology Partners - Out of Business was a business consulting firm offering strategic business planning, marketing, and project management services. Reviews highlighted a 100% satisfaction rate, emphasizing their professional communication, timely delivery, and effective strategies. Clients were impressed with their ability to increase business visibility and streamline operations, with no reported areas needing improvement.

    See all 3 projects

    Reviews mention Timely

    Clients have consistently praised AdvantEdge Anthology Partners for their exceptional timeliness and communication. One client noted, 'Their communication skills and timeliness are perfect,' highlighting their quick responses and effective email correspondence. Overall, the sentiment regarding timeliness is highly positive, with clients expressing satisfaction with the promptness of the team's support and project management.
    • Business Strat, Web Dev & Digital Mktg for Remodeling Firm
      5.0 Jan 20, 2022

      The communication skills and timeliness are perfect. We typically communicate through email, but I can always call them if I have any concerns. In connection with that, they respond to me as fast as possible.

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    Industry Experience

    AdvantEdge Anthology Partners has demonstrated expertise across various industries, including construction, transportation, and healthcare. Clients in construction praised their strategic business planning and marketing efforts, leading to increased customer engagement. In transportation, they delivered high-quality proposals efficiently, showcasing their responsiveness. In healthcare, their proficiency in implementing electronic medical records significantly enhanced operational efficiency and client onboarding. Overall, feedback reflects a strong sentiment for their effective communication, timely delivery, and industry-specific knowledge.

    Read All Reviews

    Select Industry to see insights

    Construction Transportation Healthcare

    Average Project Cost Breakdown

    Less than $10,000 (1) $10,000 to $49,000 (1)

    What Clients Have Said

    Clients generally express satisfaction with AdvantEdge Anthology Partners' pricing and value for money. One client noted they spent $2,000 for a professional proposal, highlighting it as a fair price compared to competitors. Another client invested close to $20,000 and praised the increase in business they experienced as a result. Overall, feedback indicates that the company's services are perceived as high-quality and reasonably priced, with clients feeling they received significant returns on their investments.
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  • Silicon Spirit Consulting Group, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Reston, VA

    Services provided

    10% AI Consulting
    20% Robotics Process Automation
    10% AI Development +6 services
    10% API Development
    10% Custom Software Development
    10% DevOps Managed Services
    10% Mobile App Development
    10% Other IT Consulting and SI
    10% Web Development

    In Reston, Virginia, Silicon Spirit Consulting Group, Inc. Is a small Robotics Process Automation company. Their services include Robotics Process Automation and other IT consulting and SI.

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  • Featured

    What are Featured Providers?

    LaunchPad Lab Logotype

    LaunchPad Lab

    4.8 42 reviews
    Verified
    $10,000+
    $150 - $199 / hr
    50 - 249
    Chicago, IL

    Services provided

    20% AI Consulting
    20% CRM Consulting and SI
    20% Web Development +3 services
    15% AI Development
    15% Custom Software Development
    10% Cloud Consulting & SI

    LaunchPad Lab is a software development company specializing in creating web applications and integrating custom solutions, primarily using technologies like Ruby on Rails, Salesforce, and Heroku. Based on the reviews, 100% of clients expressed satisfaction with their technical expertise, project management, and ability to deliver timely and quality results. Reviewers consistently praised their communication skills, strategic thinking, and ability to align with client business needs.

    See all 42 projects

    Average Project Cost Breakdown

    $50,000 to $199,999 (20) $10,000 to $49,000 (6) $200,000 to $999,999 (1) $1,000,000 to $9,999,999 (1)

    What Clients Have Said

    Clients generally perceive LaunchPad Lab as offering good value for money, often highlighting their competitive pricing and quality of work. For instance, one client appreciated the 'great value for cost' and noted that the team was responsive and met deadlines efficiently. Another client emphasized that their investment resulted in a well-functioning product that exceeded expectations, stating, 'the value we've received from this partnership has been one of a kind.' Overall, the sentiment towards their pricing and value proposition is positive.
    Read All Reviews

    More responsive than most other service providers

    LaunchPad Lab 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:

    Chicago, Illinois (23) New York City, New York (2) Buffalo, New York (1) West Lafayette, Indiana (1) Detroit, Michigan (1) Omaha, Nebraska (1) Austin, Texas (1) Bloomington, Indiana (1) Newport Beach, California (1) Commerce City, Colorado (1) Tempe, Arizona (1) Boise, Idaho (1) Waltham, Massachusetts (1) Pittsburgh, Pennsylvania (1)
    View Profile Visit Website
    Integris Logotype

    Integris

    4.9 93 reviews
    Premier Verified
    $5,000+
    $150 - $199 / hr
    1,000 - 9,999
    Cranbury, NJ

    Services provided

    10% AI Consulting
    70% IT Managed Services
    10% Cybersecurity +1 service
    10% IT Strategy Consulting

    Integris is a managed IT services and cybersecurity provider, offering comprehensive remote and on-site solutions, including IT infrastructure, security testing, and cloud services. Across reviews, Integris is praised for its responsive customer service, knowledgeable team, and effective project management. Approximately 85% of reviewers highlight their expertise in cybersecurity and IT support, while 70% commend their proactive communication and reliability.

    See all 93 projects

    Reviews mention High-quality work

    Integris consistently receives high praise for the quality of their work across various client reviews. Clients note the 'responsive' nature of their team, with one stating, 'everyone on their team is great to work with and knows what they’re doing.' Another client emphasized that Integris 'exceeded our expectations' and highlighted the 'high-quality service' provided. Overall, clients express confidence in Integris's ability to manage IT needs effectively, ensuring a strong partnership and peace of mind.
    • Managed IT Services for Window Replacement Company
      4.0 Jan 23, 2023

      In the beginning, we needed to sort out some transition issues; there were a lot of back-and-forth conversations between Integris and us. However, now that their team is in place, everything has been going well. They adhere to their service-level agreements and manage our support ticket queue very nicely. Also, the quality of their work has been really good.

      Read Full Review
    • Managed IT Services for Financial Advisors
      5.0 Mar 14, 2022

      We’ve been impressed with how well Integris handles our IT needs — they do a great job, and my entire company appreciates their work. Integris’ team is straightforward and transparent about their work and what they can deliver for us.

      Read Full Review
    • IT Services for Commercial Mortgage Servicing Company
      5.0 Jun 2, 2021

      We’re very pleased with the quality and response time for their work. From day-to-day tasks to service tickets to long-term planning, we really look to them for the best recommendations. They help our company stay current and protected.

      Read Full Review
    • Managed IT Services for Staffing Agency
      5.0 Mar 11, 2021

      The vast majority of the time, their deliverables accurately meet the expectations they started with. We ran into a few small issues on our projects, but they’re able to correct them and make sure our expectations come to fruition.

      Read Full Review
    • Managed IT Services & Cybersecurity for Retail Company
      5.0 Jul 17, 2025

      The quality of their work has exceeded our expectations, and it's exceedingly rare that we have any IT issues.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

    $200,000 to $999,999 (28) $50,000 to $199,999 (21) $10,000 to $49,000 (18) $1,000,000 to $9,999,999 (4) Less than $10,000 (1)

    What Clients Have Said

    Integris is perceived as providing good value for money, with clients noting their responsive support and comprehensive IT services. One client highlighted a 20% cost saving compared to maintaining an in-house team, while another emphasized the quality of service justifying higher expenses. Clients appreciated the proactive approach to problem-solving, though some noted occasional delays in responsiveness. Overall, the sentiment reflects satisfaction with the balance of cost and quality in Integris's offerings.
    Read All Reviews

    More responsive than most other service providers

    Integris 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 (92) Japan (1)
    View Profile Visit Website
  • xplore.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Madrid, Spain

    Services provided

    10% AI Consulting
    90% AI Development

    Xplore.ai is an artificial intelligence development company. The team offers Artificial Intelligence and AI Consulting, and the company is in Madrid, Spain.

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  • AI-CONSULTING Logotype

    AI-CONSULTING

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    90% AI Development

    AI-CONSULTING is an artificial intelligence development company. Their team is located in San Lorenzo de El Escorial, Spain and specializes in Artificial Intelligence and AI Consulting.

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  • MuchoTech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Las Vegas, NV

    Services provided

    10% AI Consulting
    20% Custom Software Development
    20% IT Strategy Consulting +5 services
    10% AI Development
    10% AR/VR Development
    10% Blockchain
    10% IoT Development
    10% Mobile App Development

    Founded in 2021, MuchoTech is an IT strategy consulting company. The agency provides IT strategy consulting and Custom Software Development, and is small.

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  • Remix Institute Logotype

    Remix Institute

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    90% AI Development

    Remix Institute is a small Las Vegas, Nevada-based artificial intelligence firm. Their services include Artificial Intelligence and AI Consulting.

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  • Keen AI Logotype

    Keen AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    90% AI Development

    Keen AI, an AI development company, is in Birmingham, Alabama. Founded in 2018, the team focuses on Artificial Intelligence and AI Consulting.

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  • snoDEV Logotype

    snoDEV

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    90% AI Development

    Headquartered in Bozeman, Montana, snoDEV is an artificial intelligence development company. Founded in 2020, the team focuses on Artificial Intelligence and AI Consulting.

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  • FMF Technology Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Madison, AL

    Services provided

    10% AI Consulting
    25% AR/VR Development
    25% Blockchain Marketing +2 services
    25% Cybersecurity
    15% AI Development

    Cybersecurity company FMF Technology is located in Madison, Alabama. They focus on Cybersecurity and AR/VR development and were founded in 2018.

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  • The Alabama Artificial Center of Excellence (AAICE) Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Auburn, AL

    Services provided

    10% AI Consulting
    90% AI Development

    The Alabama Artificial Center of Excellence (AAICE), a small AI company, is based in Auburn, Alabama. Their services include Artificial Intelligence and AI Consulting.

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  • IT RESERVES LLC Logotype

    IT RESERVES LLC

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    25% Blockchain
    25% Cybersecurity +2 services
    25% UX/UI Design
    15% AI Development

    IT RESERVES LLC is a small Columbus, Ohio-based user experience design company. The team offers UX/UI Design and Cybersecurity.

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  • Lil Data Monster Logotype

    Lil Data Monster

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    90% AI Development

    Lil Data Monster is a small AI firm launched in 2020. Their services include Artificial Intelligence and AI Consulting.

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  • NURBS Labs LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Newtown, PA

    Services provided

    10% AI Consulting
    90% AI Development

    NURBS Labs LLC is an artificial intelligence firm. They are based in Newtown, Pennsylvania and Mangalore, India. Their team specializes in Artificial Intelligence and AI Consulting.

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  • Nomadic Systems Logotype

    Nomadic Systems

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    25% Cloud Consulting & SI
    25% E-Commerce Development +3 services
    15% AI Development
    15% Web Development
    10% Mobile App Development

    Nomadic Systems is a cloud consulting & SI company. The team offers cloud consulting & SI and E-Commerce Development, and the company is in Philadelphia, Pennsylvania.

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  • XCAVE Studios Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Toronto, Canada

    Services provided

    10% AI Consulting
    25% AR/VR Development
    25% Blockchain +2 services
    25% Video Production
    15% AI Development

    Located in Toronto, Canada, XCAVE Studios is a video production company. The team focuses on Video Production and AR/VR development.

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  • Secur3D Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Vancouver, Canada

    Services provided

    10% AI Consulting
    50% Blockchain
    30% Custom Software Development +1 service
    10% AI Development

    Secur3D, a Blockchain company, was founded in 2022. The company provides Blockchain and Custom Software Development, and is small.

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  • Synovize Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Sioux Falls, SD

    Services provided

    10% AI Consulting
    25% Cloud Consulting & SI
    25% Custom Software Development +2 services
    25% IT Managed Services
    15% AI Development

    Cloud consulting & SI company Synovize was founded in 2021. The firm provides cloud consulting & SI and IT managed services, and is small.

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  • Get Content Marketing Logotype

    Get Content Marketing

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    20% Content Marketing
    20% Digital Strategy +3 services
    20% Pay Per Click
    20% Search Engine Optimization
    10% AI Development

    Get Content Marketing is a Digital Strategy company founded in 2019. Their team focuses on Digital Strategy and Content Marketing.

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  • AI Lab Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Laguna Beach, CA

    Services provided

    10% AI Consulting
    90% AI Development

    Small AI firm AI Lab Consulting, is based in Laguna Beach, California. The team provides Artificial Intelligence and AI Consulting.

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  • AI TECHS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Palo Alto, CA

    Services provided

    10% AI Consulting
    90% AI Development

    AI TECHS, a small artificial intelligence company, is headquartered in Palo Alto, California. Their services include Artificial Intelligence and AI Consulting.

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  • Riiid Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Mountain View, CA

    Services provided

    10% AI Consulting
    90% AI Development

    Riiid, an artificial intelligence company, was founded in 2014. The team specializes in Artificial Intelligence and AI Consulting and is based in Mountain View, California.

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  • Lopez Research Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    San Francisco, CA

    Services provided

    10% AI Consulting
    60% Market Research
    20% Marketing Strategy +1 service
    10% AI Development

    Lopez Research is a Market Research company based in San Francisco, California. They specialize in Market Research and Marketing Strategy and were founded in 2008.

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  • Adaptive Insight LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Seattle, WA

    Services provided

    10% AI Consulting
    90% AI Development

    Adaptive Insight LLC is an artificial intelligence company. They were established in 2009, and their services include Artificial Intelligence and AI Consulting.

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  • E-connect Software, Inc Logotype

    E-connect Software, Inc

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    40% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +2 services
    20% IT Strategy Consulting
    10% AI Development

    E-connect Software, Inc is a small business intelligence company established in 2016. Their team specializes in BI & big data consulting & SI and IT strategy consulting.

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  • Auroris AI Logotype

    Auroris AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    90% AI Development

    Auroris AI, an AI firm, provides Artificial Intelligence and AI Consulting. The company is in San Jose, California.

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  • The Metaverse Institute Logotype

    The Metaverse Institute

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    80% Blockchain
    10% AI Development

    The Metaverse Institute, a Blockchain company, was founded in 2022. The team specializes in Blockchain and Artificial Intelligence and is in London, England.

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  • TechFirst LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    South Windsor, CT

    Services provided

    10% AI Consulting
    40% Cloud Consulting & SI
    30% BI & Big Data Consulting & SI +2 services
    10% AI Development
    10% Low/No Code Development

    Founded in 2015, TechFirst LLC is a data analytics company. The company specializes in BI & big data consulting & SI and cloud consulting & SI.

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  • DroitCloud Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Greenwich, CT

    Services provided

    10% AI Consulting
    40% Custom Software Development
    20% Cloud Consulting & SI +2 services
    20% Mobile App Development
    10% AI Development

    DroitCloud, a software development company, was launched in 2009. They focuses on Custom Software Development and cloud consulting & SI.

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  • Stellar Solvers LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Newtown, CT

    Services provided

    10% AI Consulting
    20% AR/VR Development
    20% Custom Software Development +3 services
    20% Mobile App Development
    20% UX/UI Design
    10% AI Development

    Stellar Solvers LLC, an UX design agency, was founded in 2014. They specializes in UX/UI Design and Custom Software Development.

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  • NeuroMentix Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Newtown, CT

    Services provided

    10% AI Consulting
    90% AI Development

    NeuroMentix is a small Newtown, Connecticut-based artificial intelligence firm. The team provides Artificial Intelligence and AI Consulting.

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  • HIRTechnology Logotype

    HIRTechnology

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    20% CRM Consulting and SI
    20% Cloud Consulting & SI +3 services
    20% E-Commerce Development
    20% IT Strategy Consulting
    10% AI Development

    Launched in 2010, HIRTechnology is an IT strategy consulting company. The agency offers IT strategy consulting and cloud consulting & SI, and is small.

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  • Intentico Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Newark, DE

    Services provided

    10% AI Consulting
    90% AI Development

    Established in 2017, Intentico is an artificial intelligence development company. The team specializes in Artificial Intelligence and AI Consulting and is headquartered in Newark, Delaware.

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  • TekRecruiter Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Fort Lauderdale, FL

    Services provided

    10% AI Consulting
    20% Business Consulting
    20% Cloud Consulting & SI +4 services
    20% Cybersecurity
    10% AI Development
    10% Custom Software Development
    10% Low/No Code Development

    TekRecruiter is a cloud consulting & SI company. Launched in 2021, the agency is in Fort Lauderdale, Florida. Their services include cloud consulting & SI and Cybersecurity.

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  • Funnel 33 Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Eagle, ID

    Services provided

    10% AI Consulting
    20% AR/VR Development
    20% Custom Software Development +3 services
    20% IT Strategy Consulting
    20% UX/UI Design
    10% AI Development

    Small user experience agency Funnel 33, is based in Eagle, Idaho. Their services include UX/UI Design and IT strategy consulting.

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  • CyberHub Podcast Logotype

    CyberHub Podcast

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    70% Cybersecurity
    10% AI Development +1 service
    10% IoT Development

    CyberHub Podcast is a Cybersecurity company located in Alpharetta, Georgia. Their services include Cybersecurity and IoT development.

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  • quanti llc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Alpharetta, GA

    Services provided

    10% AI Consulting
    90% AI Development

    Quanti llc is an AI company. The team is headquartered in Alpharetta, Georgia, and their services include Artificial Intelligence and AI Consulting.

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  • International Outsourcing, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Middleton, ID

    Services provided

    10% AI Consulting
    25% BI & Big Data Consulting & SI
    25% Cloud Consulting & SI +2 services
    25% IT Staff Augmentation
    15% AI Development

    Established in 1996, International Outsourcing, Inc. Is a big data company. The team provides BI & big data consulting & SI and cloud consulting & SI.

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  • Smart Factory IO Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Overland Park, KS

    Services provided

    10% AI Consulting
    20% Cloud Consulting & SI
    20% Enterprise App Modernization +3 services
    20% IT Staff Augmentation
    20% Mobile App Development
    10% AI Development

    Smart Factory IO is a cloud consulting & SI company. Launched in 2017, the team provides cloud consulting & SI and IT staff augmentation.

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  • Enelect Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Wichita, KS

    Services provided

    10% AI Consulting
    90% AI Development

    In Wichita, Kansas, Enelect is an artificial intelligence development company. The team offers Artificial Intelligence and AI Consulting.

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  • Willow.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Grand Junction, CO

    Services provided

    10% AI Consulting
    90% AI Development

    Willow.ai is a Grand Junction, Colorado-based AI development company. Established in 2016, the team offers Artificial Intelligence and AI Consulting.

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  • Not Rocket Science Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Madisonville, LA

    Services provided

    10% AI Consulting
    25% BI & Big Data Consulting & SI
    25% Mobile App Development +2 services
    25% Web Development
    15% AI Development

    Launched in 1995, Not Rocket Science is a small big data analytics company. Their services include BI & big data consulting & SI and Web Development.

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  • VS Merlot Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Ruston, LA

    Services provided

    10% AI Consulting
    90% AI Development

    Headquartered in Ruston, Louisiana, VS Merlot is a small AI company. Their services include Artificial Intelligence and AI Consulting.

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  • Dignitas Solutions Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Scarborough, ME

    Services provided

    10% AI Consulting
    20% Cloud Consulting & SI
    20% IT Staff Augmentation +5 services
    10% AI Development
    10% BI & Big Data Consulting & SI
    10% IT Strategy Consulting
    10% Recruiting
    10% Staffing

    Dignitas Solutions Inc is a cloud consulting & SI company established in 2017. The small team provides cloud consulting & SI and IT staff augmentation.

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  • Myriad Consulting LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Boston, MA

    Services provided

    10% AI Consulting
    90% AI Development

    Established in 1999, Myriad Consulting LLC is an artificial intelligence firm. The agency provides Artificial Intelligence and AI Consulting, and is small.

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  • Sentier Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Burlington, MA

    Services provided

    10% AI Consulting
    90% AI Development

    Artificial intelligence company Sentier was founded in 2017. The small team specializes in Artificial Intelligence and AI Consulting.

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  • SharePoint Geeks Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Holliston, MA

    Services provided

    10% AI Consulting
    90% AI Development

    SharePoint Geeks is an AI company. The team specializes in Artificial Intelligence and AI Consulting and is based in Holliston, Massachusetts and Bengaluru, India.

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  • Intrigue Enterprises LLC Logotype

    Intrigue Enterprises LLC

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    20% AR/VR Development
    20% BI & Big Data Consulting & SI +3 services
    20% Blockchain Marketing
    20% Business Consulting
    10% AI Development

    Intrigue Enterprises LLC is a big data company. In Maple Grove, Minnesota, the company was founded in 1996. Their team provides BI & big data consulting & SI and AR/VR development.

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  • Midland Digital Solutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Minneapolis, MN

    Services provided

    10% AI Consulting
    20% BI & Big Data Consulting & SI
    20% Blockchain +4 services
    20% Custom Software Development
    10% AI Development
    10% Mobile App Development
    10% Web Design

    Midland Digital Solutions is a big data company. They specialize in BI & big data consulting & SI and Custom Software Development and were founded in 2010.

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  • TechZavy Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Jacksonville, FL

    Services provided

    10% AI Consulting
    25% Cloud Consulting & SI
    25% IoT Development +2 services
    25% Web Development
    15% AI Development

    Founded in 2017, TechZavy is a cloud consulting & SI company. The agency offers cloud consulting & SI and Web Development.

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  • BPK.Agency Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Minneapolis, MN

    Services provided

    10% AI Consulting
    40% Branding
    40% Sales Outsourcing +1 service
    10% AI Development

    BPK.Agency is a branding company launched in 2015. The firm focuses on Branding and Sales Outsourcing.

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

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

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Ability to deliver
Focus
Clutch Leaders Matrix

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

1 Cheesecake Labs
2 HatchWorks AI
3 Dotsquares
4 RebelDot
5 DOOR3
6 tkxel
7 Dualboot Partners
8 Neoteric
9 blackthorn.ai
10 Opinov8 Digital and Engineering Solutions
11 DianApps
12 Integris
13 NineTwoThree AI Studio
14 xfive
15 BlueLabel

List of the Top 15 AI Consulting Firms

  1. Cheesecake Labs Logotype

    Cheesecake Labs

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

    Ability to deliver

    39.8/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    35% AI Consulting
    65% Other
    View Profile Visit Website
  2. HatchWorks AI Logotype

    HatchWorks AI

    $25,000+
    $50 - $99 / hr
    250 - 999
    Atlanta, GA

    Ability to deliver

    37.5/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    40% AI Consulting
    60% Other
    View Profile Visit Website
  3. Dotsquares Logotype

    Dotsquares

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

    Ability to deliver

    38.8/40.0
    19.4/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  4. RebelDot Logotype

    RebelDot

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

    Ability to deliver

    39/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  5. DOOR3 Logotype

    DOOR3

    $25,000+
    $100 - $149 / hr
    50 - 249
    New York, NY

    Ability to deliver

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

    Service focus

    34% AI Consulting
    66% Other
    View Profile Visit Website
  6. tkxel Logotype

    tkxel

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

    Ability to deliver

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

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  7. Dualboot Partners Logotype

    Dualboot Partners

    $75,000+
    Undisclosed
    250 - 999
    Charlotte, NC

    Ability to deliver

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

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  9. blackthorn.ai Logotype

    blackthorn.ai

    $10,000+
    $50 - $99 / hr
    10 - 49
    Lewes, DE

    Ability to deliver

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

    Service focus

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

    Opinov8 Digital and Engineering Solutions

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

    Ability to deliver

    37.5/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  11. DianApps Logotype

    DianApps

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

    Ability to deliver

    38.5/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  12. Integris Logotype

    Integris

    $5,000+
    $150 - $199 / hr
    1,000 - 9,999
    Cranbury, NJ

    Ability to deliver

    39.8/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  13. NineTwoThree AI Studio Logotype

    NineTwoThree AI Studio

    $100,000+
    $100 - $149 / hr
    50 - 249
    Danvers, MA

    Ability to deliver

    38.8/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  14. xfive Logotype

    xfive

    $25,000+
    $50 - $99 / hr
    50 - 249
    Kraków, Poland

    Ability to deliver

    39.3/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  16. Deviniti Logotype

    Deviniti

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

    Ability to deliver

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

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  17. Softermii Logotype

    Softermii

    $5,000+
    $25 - $49 / hr
    50 - 249
    Los Angeles, CA

    Ability to deliver

    39/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  18. Cody Solutions Logotype

    Cody Solutions

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

    Ability to deliver

    36.6/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    8.3/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  19. Zallpy Digital Logotype

    Zallpy Digital

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

    Ability to deliver

    37.5/40.0
    18/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  20. Sigmoidal LLC Logotype

    Sigmoidal LLC

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

    Ability to deliver

    35.9/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    65% AI Consulting
    35% Other
    View Profile Visit Website
  21. GLOBALDEV Logotype

    GLOBALDEV

    $50,000+
    $25 - $49 / hr
    250 - 999
    Warszawa, Poland

    Ability to deliver

    37.4/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  22. Netguru Logotype

    Netguru

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

    Ability to deliver

    39.4/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  23. BotsCrew Logotype

    BotsCrew

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

    Ability to deliver

    37.3/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  24. Scalo Logotype

    Scalo

    $10,000+
    $50 - $99 / hr
    250 - 999
    Wrocław, Poland

    Ability to deliver

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

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  25. Closeloop Technologies LLC Logotype

    Closeloop Technologies LLC

    $25,000+
    $25 - $49 / hr
    50 - 249
    Mountain View, CA

    Ability to deliver

    37.2/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  26. Symphony Solutions Logotype

    Symphony Solutions

    $25,000+
    $25 - $49 / hr
    250 - 999
    Amsterdam, Netherlands

    Ability to deliver

    37.1/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  27. Future Processing Logotype

    Future Processing

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

    Ability to deliver

    39.1/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  28. Addepto Logotype

    Addepto

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

    Ability to deliver

    36.5/40.0
    16.8/20 Reviews
    9.9/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    35% AI Consulting
    65% Other
    View Profile Visit Website
  30. GLIDE® Logotype

    GLIDE®

    $50,000+
    $150 - $199 / hr
    10 - 49
    Austin, TX

    Ability to deliver

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

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website

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AI Consulting FAQs

AI consulting companies help organizations evaluate, design, and implement artificial intelligence solutions. They audit existing data infrastructure, identify high-impact use cases such as demand forecasting or predictive maintenance, and develop roadmaps that align technology with business objectives. Many also manage model development, deployment, and the change-management work needed for adoption.

Budgets vary widely depending on several key factors, including scope, project complexity, and agency reputation. According to Clutch pricing data, smaller discovery engagements start around $15,000, while end-to-end AI transformations can exceed $250,000. Hourly rates typically fall between $125 – $300, influenced by team seniority, location, and specialization.

Consulting focuses on strategy — identifying high-impact use cases, estimating ROI, and assessing data readiness before any code is written. On the other hand, development covers the hands-on work of building, training, and deploying models. Many firms offer both, beginning with workshops and progressing to full implementation.

Clarify your business goals and success metrics first, then validate the team makeup — data scientists, ML engineers, and domain experts, not just AI generalists. Ask for relevant case studies and a clear view of how they handle data privacy and governance.

A paid discovery sprint confirms fit before a longer commitment. Cut through the clutter by leveraging Clutch’s resources and filters to streamline your search.

The clearest warning sign is guaranteed accuracy or ROI claims, such as promises of perfect precision in a fixed window; responsible firms talk in terms of evaluation and tradeoffs. Also, watch for unclear ownership of models and code, and reluctance to start with a small, measurable pilot.

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