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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: July 17, 2026
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8,695 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 versatile software development company specializing in custom software, mobile and web app development, and infrastructure management. The company is lauded for its technical expertise, responsiveness, and ability to integrate seamlessly with client teams. Approximately 90% of reviews highlight positive experiences, emphasizing their impressive engineer quality and agile project management. Communication and clarity of requirements were noted as areas for improvement by a minority of reviewers.

    See all 24 projects

    Reviews mention Flexible

    Opinov8 Technology Services has received positive feedback regarding their flexibility in project management and adaptability to client needs. Clients have highlighted their willingness to accommodate frequent changes, with one stating, "their flexibility makes them stand out from the competition." Another client noted their ability to meld with the project's management style, emphasizing that they are "great" and "flexible" in adapting to various requirements. Overall, the sentiment reflects a strong appreciation for their accommodating nature and commitment to client satisfaction.
    • Software Development for Gambling Company
      4.0 Nov 15, 2022

      They have good developers, strong technical skills, and they’re flexible. They’re also very helpful and accommodating. They have developers in Ukraine, and even during the Russian Invasion of Ukraine, they've continued to show dedication to the project.

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    • Custom Software Dev for Startup Development House
      5.0 Jun 2, 2020

      They’re great. They’re flexible and meld to the project management style of your organization. Once they find that fit, in terms of project management style and needs for their organization, they work very well within that framework.

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    • Software Dev for HR Company
      4.0 Apr 11, 2019

      Opinov8 Technology Services’ flexibility makes them stand out from the competition. As a very early-stage business, we experience frequent changes. I've worked with a lot of organizations in the past, and being accommodating enough to work with our fledgling business is an impressive strength of theirs.

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    1 of 3 reviews are 5 stars
    $200,000 – $999,999 avg. project cost

    Reviewed 3 times in the past 6 months

    Recent reviews for Opinov8 Digital and Engineering Solutions reflect a strong overall sentiment, highlighting their technical expertise and project management capabilities. Clients praised the outstanding quality of engineers, effective communication, and timely delivery of project milestones. Notably, one client emphasized their ability to build high-quality applications and improve performance, while another commended their adaptability and culture fit. Areas for improvement were rarely mentioned, with clients expressing satisfaction with the collaboration and results achieved.
    Read 3 Recent Reviews

    Industry Experience

    Opinov8 Digital and Engineering Solutions has received positive feedback across various industries, including Information Technology, Financial Services, Medical, Gambling, and Arts & Entertainment. Clients commend their expertise in software development, particularly in React, .NET, and cloud technologies. Their strengths lie in responsive project management, high-quality talent, and the ability to adapt to client needs. Overall, the sentiment is strong, indicating that Opinov8 is a suitable partner for those in need of technical and engineering solutions within these sectors.

    Read All Reviews

    Select Industry to see insights

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

    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 Profile Visit Website
    Dotsquares Logotype

    Dotsquares

    4.7 98 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 98 projects

    Reviews mention Personable

    Client feedback highlights Dotsquares' personable approach, emphasizing their friendly and approachable nature throughout projects. For instance, one client noted that the team was 'exceptionally friendly and approachable,' contributing to a smooth collaborative experience. Another remarked on the 'attentive personal service' and the strong communication that made them feel valued. Overall, the sentiment is overwhelmingly positive, with clients appreciating the team's commitment to understanding their needs and delivering quality service.
    • Mobile App Dev & Software Hosting for Carbon Mgmt Company
      5.0 Aug 8, 2024

      I’m impressed by their attentive personal service and good project management.

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    • CRM Consulting & Digital Marketing for Energy Company
      4.5 Apr 6, 2025

      The level of communication was very good, the team was personable and made the process of getting our work from concept to creation was well executed.

      Read Full Review
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    Industry Experience

    Dotsquares has garnered positive feedback across various industries, notably in Education, Financial Services, and Real Estate. Clients commend their strong project management, effective communication, and ability to deliver tailored solutions within budget. In Education, they excel in developing web-based systems for institutions. In Financial Services, they demonstrate expertise in CRM and automation solutions. Real Estate clients appreciate their adept integration of systems like Zoho. Overall, Dotsquares is particularly well-suited for clients seeking reliable, dedicated development services in these sectors.

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    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 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 (19) $50,000 to $199,999 (6) $200,000 to $999,999 (5)

    What Clients Have Said

    Dotsquares is frequently praised for its cost-effectiveness and value for money, with several clients noting that their pricing fits within budget constraints while delivering high-quality work. A Director from Gurukul Academy highlighted their 'truly cost-effective solution,' while another client from Vital Business appreciated the 'good value for cost.' Overall, clients express strong satisfaction with the services provided, often recommending Dotsquares for their reliability and dedication to meeting project needs without compromising quality.
    Read All Reviews

    More responsive than most other service providers

    Dotsquares 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
    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 mobile app development company known for its exceptional project management and dedication to quality. With a strong emphasis on collaboration and understanding client needs, 100% of reviewers noted their professionalism and responsiveness. Their ability to deliver timely and well-structured solutions that often exceed expectations makes them a highly recommended partner across various industries.

    See all 25 projects

    Industry Experience

    X2 Labs has shown strong expertise across various industries, including Sports, Information Technology, Arts, Education, and eCommerce. Clients have praised their commitment to quality, punctuality, and effective communication. In Sports, they successfully developed a soccer app MVP, while in IT they delivered intricate UI/UX designs. Their contributions to Education reflect a deep understanding of user needs, enhancing learning experiences through well-crafted applications. Overall, the feedback highlights X2 Labs as a reliable partner across these sectors, particularly for projects requiring technical innovation and user-centered solutions.

    Read All Reviews

    Select Industry to see insights

    Sports Arts, entertainment & music Other industries Business services eCommerce Government 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

    X2 Labs is noted for delivering strong value for money, with clients highlighting their competitive pricing and quality outcomes. One client stated, "their pricing fit our budget" while another emphasized, "good value for cost." Overall sentiment reflects satisfaction with the cost-to-quality ratio, as many reviewers appreciated the company's commitment to maintaining high standards without compromising on budgetary constraints.
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    More responsive than most other service providers

    X2 Labs is very responsive

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

    View projects from:

    United States (12) Romania (7) France (1) Germany (1) Netherlands (1) Saudi Arabia (1) Tanzania (1)
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  • AI-Automation.com Logotype

    AI-Automation.com

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    35% AI Consulting
    35% AI Development
    30% Generative AI

    Established in 2024, AI-Automation.com is a small AI company based in California. Their team offers Artificial Intelligence and AI Consulting.

    Read more
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  • Quanta Logotype

    Not yet reviewed

    $1,000+
    $300+ / hr
    2 - 9
    Schaerbeek, Belgium

    Services provided

    35% AI Consulting
    35% Robotics Process Automation
    15% Custom Software Development +2 services
    10% Computer Engineering
    5% Enterprise App Modernization

    Quanta is a small Robotics Process Automation company based in Schaerbeek, Belgium. The team specializes in Robotics Process Automation and AI Consulting.

    Read more
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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

    Reviews mention Great project management

    Clients consistently praise LaunchPad Lab for their exceptional project management skills. One client highlighted their effective communication and adherence to project scope, stating, "They committed to a goal, and they met it." Another noted their regular check-ins and adaptability, emphasizing, "We know when there are challenges, and we work together to figure out how to adapt them." Overall, the sentiment reflects high satisfaction with LaunchPad Lab's project management capabilities, fostering productive and efficient partnerships.
    • Software & Web Redesign & Dev for Automotive Company
      5.0 Nov 10, 2022

      LaunchPad Lab has performed well in terms of project management. They’re excellent at communicating, and they were pretty accurate in what they scoped out for us. They lead weekly touchpoint meetings and have set up an effective collaboration cadence.

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    • Solution Dev for Real Estate Firm
      5.0 Oct 25, 2022

      The workflow with LaunchPad Lab was perfect. We are a small team so after the initial scoping was complete it was very hands-off. I could just let go and trust the project was in good hands. If they had questions/issues they communicated swiftly. I always knew where we stood within the scope.

      Read Full Review
    • Web App Dev for University Museum
      5.0 Jun 28, 2021

      LaunchPad Lab had an efficient project management approach — they kept things moving forward and provided us with constant updates and productive ideas. On top of that, we always looked forward to our meetings because LaunchPad Lab was fun and easy to work with.

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    • Custom Software Dev for Education Access Nonprofit
      4.5 May 15, 2020

      Their project management is good; they meet deadlines, and we’re in regular communication. We know when there are challenges, and we work together to figure out how to adapt them. It works well.

      Read Full Review
    • Web Design for Book Marketing Campaign
      4.5 Aug 25, 2015

      I'm more than satisfied. The design of the website is beautiful, and they worked with me on changes I wanted to make to optimize it. The accessibility of it for users and the ease with which I can post items and improve it is fantastic. They've been responsive when there are things that I need them to do whether it's a small change or something that's larger. LaunchPad Lab is extremely fair and patient with my needs. I'm a specific detail-oriented person, and they haven't let me down once. I love the site.

      Read Full Review
    Read All Reviews

    Industry Experience

    LaunchPad Lab has demonstrated strong expertise across diverse industries including financial services, real estate, education, automotive, and non-profits. Clients commend their responsive project management, technical proficiency, and ability to deliver tailored solutions that enhance operational efficiency. In the financial services sector, they excel in developing scalable platforms and automating processes. Their work in education highlights effective web solutions for learning environments. Overall, feedback indicates a positive sentiment, positioning LaunchPad Lab as a suitable partner for businesses seeking technology development in these sectors.

    Read All Reviews

    Select Industry to see insights

    Automotive Consulting Real estate Arts, entertainment & music Sports Hospitality & leisure Nonprofit Business services Information technology Human Resources Consumer Products IT Services Financial services Software Healthcare Government Education

    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

    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 comprehensive IT services provider specializing in managed IT services, cybersecurity, and cloud solutions. Reviews consistently commend their exceptional service quality and responsiveness, with approximately 90% of clients noting their proactive communication and expertise in handling IT-related issues. While some suggest improvements in response times for urgent support, the vast majority appreciate Integris' dedication to customer satisfaction and their ability to tailor solutions to specific business needs.

    See all 93 projects

    Reviews mention Professional

    Integris has consistently received positive feedback regarding their professionalism from clients. They are noted for their responsive communication and effective project management, often exceeding expectations in service delivery. Clients appreciate the team's ability to address urgent requests promptly and their collaborative approach to IT solutions. For instance, one client highlighted Integris' excellent relationship management and commitment to security. Overall, the sentiment conveys a high level of trust and satisfaction with Integris' professional capabilities.
    • Managed IT Services for Healthcare Clinic
      5.0 Aug 15, 2024

      Integris has done a great job of keeping our data secure. Integris' team has a lot of good professionals. Integris delivers work on time and is very responsive.

      Read Full Review
    • Managed IT Services for Bank
      5.0 Jul 15, 2024

      The team maintains a quick turnaround time on tickets and ensures all tickets are addressed within or under 24 hours. Communication is one of Integris' strongest features; their response time is quick, and nobody on our team has had a bad experience talking to Integris. The team is professional and courteous.

      Read Full Review
    • IT Services for Funeral Service Organization
      5.0 May 28, 2021

      We’re impressed by their person-to-person service. They’re all very professional, friendly, and good communicators. This is great, especially for us because we just don’t know a lot about computers and technology.

      Read Full Review
    • Managed IT Services for Economic Consulting Firm
      5.0 Feb 21, 2023

      Integris is professional and organized, and they communicate extremely well. They’re great collaborators who stay on top of everything. They think of things we normally wouldn’t even consider, so I’m very satisfied.

      Read Full Review
    • Server & Hardware Update for Online Law School & University
      4.5 May 8, 2023

      TechMD was still very punctual and met all the deadlines that were their responsibility. TechMD made everything go very smoothly, and the information they gave me was readily available. Trust the skills of TechMD’s technicians — they’re very knowledgeable and well-trained.

      Read Full Review
    Read All Reviews

    Industry Experience

    Integris has demonstrated strong expertise across various industries, including financial services, healthcare, and non-profit organizations. Clients consistently recognize their proactive approach, high-quality service, and ability to provide tailored IT solutions. Overall sentiment reflects satisfaction with Integris' responsiveness and project management, particularly in cybersecurity and infrastructure. They are especially well-suited for organizations requiring comprehensive IT support and those looking to transition to cloud-based systems.

    Read All Reviews

    Select Industry to see insights

    Consulting Arts, entertainment & music Retail Medical Media Consumer Products Non-profit Sports Food & Beverages Hospitality & leisure Engineering IT Services Pharmaceuticals Healthcare Manufacturing Nonprofit Education Logistics & Supply Chain Advertising & marketing Beauty & Cosmetics Automotive Construction Legal Other Industry Financial services Other industries Business services Real estate

    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 Profile Visit Website
  • PlusAI Solutions Pty Ltd Logotype

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9
    West End, Australia

    Services provided

    35% AI Consulting
    35% AI Development
    30% UX/UI Design

    PlusAI Solutions Pty Ltd is an artificial intelligence company. In West End, Australia, their small team focuses on Artificial Intelligence and AI Consulting. The company was established in 2024.

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  • Dragonfruit Ventures LLC Logotype

    Dragonfruit Ventures LLC

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    20% Sales Outsourcing
    15% CRM Consulting and SI +2 services
    15% Pay Per Click
    15% Search Engine Optimization

    Dragonfruit Ventures LLC is an AI Consulting company. They were established in 2016, and their services include AI Consulting and Sales Outsourcing.

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  • Auryon.ai Logotype

    Auryon.ai

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% AI Development
    30% Generative AI

    Auryon.ai is an AI development company located in Vancouver, Canada. They offer Artificial Intelligence and AI Consulting and were founded in 2025.

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  • Matrik AI Logotype

    Matrik AI

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% Generative AI
    30% AI Development

    Established in 2022, Matrik AI is an AI Consulting company. The company specializes in AI Consulting and Generative AI.

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  • AIFixSystems Logotype

    AIFixSystems

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% AI Development
    30% Generative AI

    AIFixSystems is a small artificial intelligence development company established in 2025. Their services include Artificial Intelligence and AI Consulting.

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  • OfflineAI Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Vernier, Switzerland

    Services provided

    35% AI Consulting
    45% AI Development
    20% AI Agents

    OfflineAI is an artificial intelligence development company in Vernier, Switzerland. They focus on Artificial Intelligence and AI Consulting and were established in 2024.

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  • saverflow ai Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Berlin, Germany

    Services provided

    35% AI Consulting
    35% Cloud Consulting & SI
    30% Sales Outsourcing

    Founded in 2024, saverflow ai is a cloud consulting & SI company. The team offers cloud consulting & SI and AI Consulting.

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  • FDZ Labs Logotype

    FDZ Labs

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    35% AI Consulting
    35% Custom Software Development
    30% IT Managed Services

    FDZ Labs is a custom software development company located in Vancouver, Canada. Their services include Custom Software Development and AI Consulting.

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  • Nordkood Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    40% Custom Software Development
    25% Other IT Consulting and SI

    Headquartered in Helsinki, Finland, Nordkood is a custom software development firm. They focus on Custom Software Development and AI Consulting and were established in 2025.

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  • This AI Now Logotype

    This AI Now

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    35% AI Consulting
    25% AI Development
    20% AI Agents +2 services
    10% Content Marketing
    10% Generative AI

    This AI Now is an AI Consulting company. Founded in 2025, the team provides AI Consulting and Artificial Intelligence.

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  • MODEFORGE Logotype

    MODEFORGE

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    30% AI Agents
    30% AI Development +1 service
    5% Search Engine Optimization

    MODEFORGE is an AI Consulting company. Founded in 1995, the firm is headquartered in Woodway, Texas. Their team provides AI Consulting and AI Agents.

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  • Northhaven Analytics Logotype

    Northhaven Analytics

    Not yet reviewed

    $25,000+
    $300+ / hr
    2 - 9

    Services provided

    35% AI Consulting
    35% AI Agents
    30% Custom Software Development

    Established in 2025, Northhaven Analytics is an AI Consulting company. Their services include AI Consulting and AI Agents.

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  • Novoslo Logotype

    Novoslo

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    35% AI Consulting
    35% AI Development
    20% AI Agents +1 service
    10% Generative AI

    Novoslo is an AI firm. Based in Waterloo, Canada, the agency was launched in 2025. Their team provides Artificial Intelligence and AI Consulting.

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  • Shammas Investments Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    30% AI Development
    25% IT Strategy Consulting +1 service
    10% Marketing Strategy

    Founded in 2026, Shammas Investments is an AI Consulting company. Their team provides AI Consulting and Artificial Intelligence.

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  • Verus FDA Advisors LLC Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Boca Raton, FL

    Services provided

    35% AI Consulting
    65% Business Consulting

    Founded in 2021, Verus FDA Advisors LLC is a Business Consulting company. The team specializes in Business Consulting and AI Consulting.

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  • OpenClaw Agency Logotype

    OpenClaw Agency

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    35% AI Consulting
    35% AI Agents
    30% AI Development

    OpenClaw Agency, an AI Consulting company, was launched in 2026. The small team provides AI Consulting and AI Agents.

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  • Cognify Partners Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Plymouth, England

    Services provided

    35% AI Consulting
    35% Business Consulting
    30% AI Development

    AI Consulting company Cognify Partners is in Plymouth, England. The team specializes in AI Consulting and Business Consulting.

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  • Sagedo Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% AI Development
    20% Generative AI +1 service
    10% AI Agents

    Sagedo is an artificial intelligence development company launched in 2025. Their services include Artificial Intelligence and AI Consulting.

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  • Wispra Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Paris, France

    Services provided

    35% AI Consulting
    35% Marketing Strategy
    15% Other Marketing +2 services
    10% Other Digital Marketing
    5% Content Marketing

    Wispra is an AI Consulting company founded in 2025. The firm provides AI Consulting and Marketing Strategy.

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  • Evoloop.ai Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Glasgow, Scotland

    Services provided

    35% AI Consulting
    25% AI Agents
    20% Low/No Code Development +3 services
    10% IT Managed Services
    5% Business Consulting
    5% Cloud Consulting & SI

    Evoloop.ai is an AI Consulting company. Established in 2026, the company is based in Glasgow, Scotland. Their team focuses on AI Consulting and AI Agents.

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  • IA Solutions Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Burgos, Spain

    Services provided

    35% AI Consulting
    35% AI Development
    30% Generative AI

    IA Solutions, an AI company, is in Burgos, Spain. The team focuses on Artificial Intelligence and AI Consulting.

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  • D&W IT Consulting Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    30% AI Development
    10% AI Agents +3 services
    10% IT Strategy Consulting
    10% Robotics Process Automation
    5% Generative AI

    D&W IT Consulting, an AI Consulting company, is based in Deggendorf, Germany. They specialize in AI Consulting and Artificial Intelligence.

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  • Currentic Logotype

    Currentic

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    25% Business Consulting
    15% AI Agents +2 services
    15% AI Development
    10% Generative AI

    AI Consulting company Currentic is located in Putten, Netherlands. They focus on AI Consulting and Business Consulting and were launched in 2026.

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  • Benian Technologies Logotype

    Benian Technologies

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% AI Development
    15% AI Agents +1 service
    15% Generative AI

    Benian Technologies is an AI Consulting company. The firm is headquartered in Austin, Texas. Their team specializes in AI Consulting and Artificial Intelligence.

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  • AZAI Solutions Logotype

    AZAI Solutions

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    30% AI Development
    20% AI Agents +1 service
    15% IT Strategy Consulting

    Based in Orlando, Florida, AZAI Solutions is an AI Consulting company. They focus on AI Consulting and Artificial Intelligence.

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  • Lifebots.Co Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Metairie, LA

    Services provided

    35% AI Consulting
    35% AI Development
    30% Business Consulting

    Lifebots.Co is an AI Consulting company launched in 2024. The small team offers AI Consulting and Artificial Intelligence.

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  • aivoir Logotype

    aivoir

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    35% AI Consulting
    25% Generative AI
    20% AI Agents +1 service
    20% AI Development

    In Greater Chicago Area, Illinois, aivoir is an AI Consulting company. They focus on AI Consulting and Generative AI and were launched in 2021.

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  • Cyndra AI Logotype

    Cyndra AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    35% AI Consulting
    35% AI Agents
    30% Generative AI

    Cyndra AI is an AI Consulting company. The team specializes in AI Consulting and AI Agents, and the firm is in New York, New York.

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  • Ferm Consulting Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Woluwe-Saint-Lambert, Belgium

    Services provided

    35% AI Consulting
    20% AI Development
    15% AI Agents +2 services
    15% Custom Software Development
    15% Generative AI

    Ferm Consulting is an AI Consulting company headquartered in Woluwe-Saint-Lambert, Belgium. They focus on AI Consulting and Artificial Intelligence.

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  • PosioAi Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9
    Tracy, CA

    Services provided

    35% AI Consulting
    35% AI Development
    15% Business Consulting +1 service
    15% IT Strategy Consulting

    PosioAi is an AI Consulting company. In Tracy, California, the team offers AI Consulting and Artificial Intelligence.

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  • Valenzana Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Telde, Spain

    Services provided

    35% AI Consulting
    35% AI Agents
    30% Web Development

    Small AI Consulting company Valenzana, is based in Telde, Spain. The team specializes in AI Consulting and AI Agents.

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  • ARC Edge Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Winter Garden, FL

    Services provided

    35% AI Consulting
    35% Digital Strategy
    30% Search Engine Optimization

    ARC Edge Consulting is a Digital Strategy company. The company is located in Winter Garden, Florida. Their team focuses on Digital Strategy and AI Consulting.

    Read more
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  • TwoHundred.ai Logotype

    TwoHundred.ai

    Not yet reviewed

    $25,000+
    Undisclosed
    2 - 9

    Services provided

    35% AI Consulting
    35% AI Development
    20% AI Agents +1 service
    10% Generative AI

    TwoHundred.ai, an artificial intelligence development company, focus on Artificial Intelligence and AI Consulting. They were founded in 2025.

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  • ASBM LTD Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% AI Development
    30% AI Agents

    ASBM LTD, an AI development company, was established in 2024. The team focuses on Artificial Intelligence and AI Consulting and is in Bansko, Bulgaria.

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  • Hypeworkz Logotype

    Hypeworkz

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    20% IT Strategy Consulting
    15% AI Agents +2 services
    15% AI Development
    15% Generative AI

    Headquartered in Singapore, Singapore, Hypeworkz is a small AI Consulting company. Their services include AI Consulting and IT strategy consulting.

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  • The Jonesi Consultancy Logotype

    Not yet reviewed

    $25,000+
    $200 - $300 / hr
    2 - 9
    Houston, TX

    Services provided

    35% AI Consulting
    35% Corporate Training & Coaching
    20% Business Consulting +1 service
    10% HR Consulting

    The Jonesi Consultancy, an AI Consulting company, was established in 2025. The team focuses on AI Consulting and Corporate Training & Coaching and is in Houston, Texas.

    Read more
    View Profile
  • MerchandisePROS Logotype

    MerchandisePROS

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    25% Digital Strategy
    20% Marketing Strategy +2 services
    10% Business Consulting
    10% Generative AI

    MerchandisePROS is an AI Consulting company in Houston, Texas. The team offers AI Consulting and Digital Strategy.

    Read more
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  • STELLiQ Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    35% Custom Software Development
    30% AI Development

    STELLiQ is an AI Consulting company. Their team is located in Spicewood, Texas. The agency provides AI Consulting and Custom Software Development.

    Read more
    View Profile
  • Lynqra Pte Ltd Logotype

    Lynqra Pte Ltd

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    35% AI Consulting
    25% AI Development
    20% Generative AI +2 services
    15% AI Agents
    5% Business Consulting

    AI Consulting company Lynqra Pte Ltd is in Singapore, Singapore. The team focuses on AI Consulting and Artificial Intelligence.

    Read more
    View Profile
  • Rison AI Tech Logotype

    Rison AI Tech

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    65% AI Agents

    Rison AI Tech is a Panipat, India-based AI Agents company. They provide AI Agents and AI Consulting.

    Read more
    View Profile
  • Sky Pillars Development Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    Granada, Spain

    Services provided

    35% AI Consulting
    35% AI Agents
    20% AI Development +1 service
    10% Generative AI

    Sky Pillars Development is an AI Consulting company launched in 2025. Based in Granada, Spain, the team specializes in AI Consulting and AI Agents.

    Read more
    View Profile
  • Aegis Boardroom Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    20% AI Development
    15% AI Agents +2 services
    15% Corporate Training & Coaching
    15% Generative AI

    Aegis Boardroom is an AI Consulting company. They were established in 2026, and their services include AI Consulting and Artificial Intelligence.

    Read more
    View Profile
  • TriCore Nova Logotype

    TriCore Nova

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    20% Cloud Consulting & SI
    15% AI Development +3 services
    10% Data Annotation Services
    10% IT Strategy Consulting
    10% Microservices Architecture Services

    TriCore Nova is an AI Consulting company. Launched in 2025, the agency offers AI Consulting and cloud consulting & SI.

    Read more
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  • V12 Labs Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    60% AI Agents
    5% IT Strategy Consulting

    Established in 2025, V12 Labs, a small AI Agents company, is located in Hyderabad, India. Their team focuses on AI Agents and AI Consulting.

    Read more
    View Profile
  • Headlands Ops Logotype

    Headlands Ops

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    35% AI Consulting
    35% Business Consulting
    15% AI Development +1 service
    15% Corporate Training & Coaching

    Headlands Ops is a small Business Consulting company established in 2026. Their services include Business Consulting and AI Consulting.

    Read more
    View Profile
  • AccelerAIte Consulting Corp. Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Bay, Philippines

    Services provided

    35% AI Consulting
    35% AI Agents
    30% AI Development

    AccelerAIte Consulting Corp. Is an AI Consulting company. They are headquartered in Bay, Philippines. Their team provides AI Consulting and AI Agents.

    Read more
    View Profile
  • the ageo Logotype

    Not yet reviewed

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

    Services provided

    35% AI Consulting
    30% Advertising
    20% Product Marketing +1 service
    15% Search Engine Optimization

    Located in Park Row, Texas, the ageo is an AI Consulting company. They specialize in AI Consulting and Advertising.

    Read more
    View Profile
  • Mounir Ouhadi AI Visibility Consulting Logotype

    Mounir Ouhadi AI Visibility Consulting

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    35% AI Consulting
    30% Digital Strategy
    20% Search Engine Optimization +1 service
    15% Logistics & Supply Chain Consulting

    Mounir Ouhadi AI Visibility Consulting is an AI Consulting company headquartered in Cambridge, Massachusetts. The team focuses on AI Consulting and Digital Strategy.

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

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

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We evaluate service providers using a structured methodology that combines:

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

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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 DOOR3
4 RebelDot
5 Dotsquares
6 tkxel
7 Dualboot Partners
8 Opinov8 Digital and Engineering Solutions
9 Integris
10 Neoteric
11 NineTwoThree AI Studio
12 Cody Solutions
13 Orases
14 xfive
15 Deviniti

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. DOOR3 Logotype

    DOOR3

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

    Ability to deliver

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

    Service focus

    34% AI Consulting
    66% 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. Dotsquares Logotype

    Dotsquares

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

    Ability to deliver

    38.6/40.0
    19.2/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  6. tkxel Logotype

    tkxel

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

    Ability to deliver

    39.7/40.0
    20/20 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
  8. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

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

    Ability to deliver

    37.9/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  9. 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
  11. NineTwoThree AI Studio Logotype

    NineTwoThree AI Studio

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

    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
  12. Cody Solutions Logotype

    Cody Solutions

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

    Ability to deliver

    37.2/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    8.3/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  13. Orases Logotype

    Orases

    $75,000+
    $150 - $199 / hr
    50 - 249
    Frederick, MD

    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
  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
  15. 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

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

    Softermii

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

    Ability to deliver

    38.8/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  19. 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
  20. 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
  21. 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
  22. Mercury Development Logotype

    Mercury Development

    $25,000+
    $50 - $99 / hr
    250 - 999
    Aventura, FL

    Ability to deliver

    39.3/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

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

    Stepwise

    $100,000+
    $50 - $99 / hr
    10 - 49
    Warszawa, Poland

    Ability to deliver

    35.7/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    60% AI Consulting
    40% Other
    View Profile Visit Website
  24. 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
  25. 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
  26. unicrew Logotype

    unicrew

    $10,000+
    $25 - $49 / hr
    50 - 249
    Kraków, Poland

    Ability to deliver

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

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  27. Honeycomb Software Logotype

    Honeycomb Software

    $1,000+
    $50 - $99 / hr
    50 - 249

    Ability to deliver

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

    Service focus

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

    VOLO

    $50,000+
    $50 - $99 / hr
    250 - 999
    Yerevan, Armenia

    Ability to deliver

    34.7/40.0
    16.6/20 Reviews
    10/10 Clients & Experience
    8.1/10 Market Presence

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  29. SOLTECH Logotype

    SOLTECH

    $10,000+
    $150 - $199 / hr
    50 - 249
    Atlanta, GA

    Ability to deliver

    39.4/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.4/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  30. Solar Digital Logotype

    Solar Digital

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

    Ability to deliver

    39.6/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.6/10 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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