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Top AI Consultants

Artificial intelligence can unlock new efficiencies, predictive insights, and competitive advantages—but only with the right strategic guidance. Clutch makes it easy to find trusted AI consulting agencies that align with your goals and budget. Every firm in our directory is evaluated through in-depth client reviews, detailed service profiles, and verified project data. Use the filters on this page to sort providers by hourly rate, location, industry focus, and more. Prefer to browse by region? Explore agencies in the United States, United Kingdom, or Canada to connect with experts near you. For additional information, check out Top Artificial Intelligence Companies.
Ratings Updated: June 10, 2026
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15 Leaders 15 Contenders

7,805 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 technology company specializing in software development, custom engineering solutions, and staff augmentation. The reviews highlight their high-quality engineering talent, impressive technical depth, and effective project management, with approximately 90% of feedback being positive. Clients frequently commend their responsiveness and agility, although some suggest improvements in communication and alignment of seniority requirements with clients' needs.

    See all 24 projects

    Reviews mention Adaptable

    Clients consistently commend Opinov8 for their adaptability and responsiveness to evolving project needs. One client noted, "Opinov8’s ability to listen and adapt to our needs are the best parts of working with them," highlighting how they effectively bridged gaps in the client's processes. They seamlessly integrated into the client's team, fostering collaboration and trust. Overall, the feedback reflects a strong sentiment of appreciation for their flexibility and commitment to enhancing client operations.
    • Development Resources & Support for Logistics Company
      4.5 Sep 29, 2021

      Opinov8’s ability to listen and adapt to our needs are the best parts of working with them. A lot of software engineering and consulting firms pride themselves heavily on their processes. They usually offer turnkey solutions since they’re in control of every aspect of the development cycle. We understand that, but our company needs have been hard to define and somewhat nebulous in the beginning. Yet, through being patient with us and listening carefully, the Opinov8 team has found ways to help us.

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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 of Opinov8 Digital and Engineering Solutions highlight their exceptional technical expertise and effective project management. Clients commend the quality of engineers, noting their ability to deliver high-quality products and meet project milestones consistently. One client emphasized the company's strong cultural fit and proactive communication. However, minor timeline hiccups were mentioned, which did not significantly detract from the overall positive sentiment. Clients express high satisfaction and confidence in their capabilities, with no major areas for improvement identified.
    Read 3 Recent Reviews

    Industry Experience

    Opinov8 Digital and Engineering Solutions has garnered positive feedback across diverse industries, including Information Technology, Financial Services, and Gambling. Clients praise their technical expertise, agility, and project management efficiency. In the IT sector, they have excelled in software development and UX/UI design, while in Finance, they demonstrated strong capabilities in building complex systems and applications. Overall, their adaptability, skilled personnel, and effective communication have made them a favorable choice for companies seeking reliable development partnerships.

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    Select Industry to see insights

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

    Clients generally express satisfaction with Opinov8's cost-effectiveness and value for money. One client noted significant cost savings of around 20%, while another appreciated the alignment of pricing with their budget. A CTO remarked on the exceptional quality of resources and responsiveness, stating that Opinov8's rates were justified by the high caliber of their work. Overall, feedback indicates that clients find Opinov8's services to provide strong value relative to their investment.
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    Dotsquares Logotype

    Dotsquares

    4.7 97 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 97 projects

    Reviews mention Efficient

    Overall, client feedback on Dotsquares highlights their efficiency in project delivery and responsiveness. Clients commend the team for consistently meeting deadlines and providing timely updates, with specific praise for individual developers like Shubham and Tanu. One client noted, "They delivered when they said they would," while another emphasized, "Their project management was exemplary," showcasing a strong commitment to efficiency and quality throughout the project lifecycle.
    • Mobile App Dev & Software Hosting for Carbon Mgmt Company
      5.0 Aug 8, 2024

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

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    • Web Dev for Nonprofit Organization
      5.0 Sep 7, 2023

      Skillsets, high IQ, top communicators and very efficient and accommodating! They flawlessly executed the project.

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    • Custom Web Dev & Design for Real Estate Software Firm
      5.0 Aug 7, 2023

      The code they produced was clean, efficient, and well-structured, ensuring future maintenance and scalability would be straightforward. They promptly addressed any issues that arose, demonstrating their dedication to delivering a polished final product.

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    • Android App for Golf Advertising & Marketing Company
      5.0 May 26, 2023

      They planned well and collected all resources required very quickly, and worked on the project with minimal need for input beyond customer progress reviews. Great Communication, and fast accurate work.

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    • Staff Augmentation for Customer Sales & Servicing Platform
      5.0 May 13, 2022

      Super efficient and in sync with one another. I would pass over ideas and within hours work would be returned and always exceeded my expectations.

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    Industry Experience

    Dotsquares has demonstrated strong expertise across multiple industries, including Financial Services, Real Estate, Sports, Information Technology, Legal, and Education. Feedback highlights their exceptional communication, timely delivery, and tailored solutions, particularly in CRM and web development. Clients across sectors commend their ability to understand specific needs and deliver innovative, effective solutions. Overall sentiment reflects high satisfaction, making them a suitable choice for organizations seeking dedicated development partners in these industries.

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    Select Industry to see insights

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

    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

    Clients have consistently praised Dotsquares for their competitive pricing and exceptional value for money. One client noted that their pricing fit within budget while offering good value, resulting in a project delivered on time and within scope. Another highlighted that Dotsquares' services enabled significant growth, attributing a 20% increase in conversion rates to their efforts. Overall, the sentiment reflects satisfaction with cost-effectiveness, timely delivery, and high-quality outcomes.
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    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
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    X2 Labs Logotype

    X2 Labs

    5.0 24 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 Mobile is a mobile app development company known for its exceptional project management and high-quality deliverables. Approximately 100% of reviews highlight their professionalism, timely delivery, and alignment with client values and needs. Clients commend their excellent communication skills and responsiveness, with many noting their ability to adapt and provide innovative solutions across various projects.

    See all 24 projects

    Reviews mention Helpful

    Clients express high satisfaction with X2 Mobile's responsiveness and willingness to understand user needs, describing them as 'terrific' in project management and communication. One client noted their ability to translate complex teaching sequences into user-friendly experiences, highlighting their helpfulness. Another emphasized their integration into the client's team and effective collaboration, stating that X2 Mobile's communication significantly enhances project clarity. Overall, the sentiment is overwhelmingly positive, showcasing X2 Mobile as a valuable partner in app development.
    • Web App Dev for Educational Literacy Curriculum Publisher
      5.0 Aug 1, 2024

      X2s 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. They were very helpful in helping us translate a complex teaching sequence into a user-friendly experience for teachers.

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    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 report that X2 Mobile offers excellent value for money, with many praising their competitive pricing and alignment with budget expectations. For example, one client highlighted that X2 Mobile's pricing fit their budget while delivering high-quality outcomes. Overall sentiment is positive, with clients noting the company's commitment to quality and timely delivery, reinforcing the perceived value of their services.
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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 (11) Romania (7) France (1) Germany (1) Netherlands (1) Saudi Arabia (1) Tanzania (1)
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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, now out of business, was a business consulting firm known for providing strategic planning, marketing, and operational support. The firm received positive feedback across all reviews, with 100% of reviewers noting improved business performance and effective communication. Clients appreciated their professionalism, timely execution, and valuable insights, with no negative feedback reported.

    See all 3 projects

    Reviews mention Efficient

    Client feedback highlights AdvantEdge Anthology Partners' efficiency, particularly through their consultant Lina, who is described as 'very efficient and organized.' Clients appreciate her capability in managing tasks, providing structured project timelines, and maintaining clear communication. One client noted Lina's adeptness in handling sensitive situations with patients while emphasizing her knowledge of medical insurance. Overall, the sentiment reflects strong satisfaction with the company's efficient service delivery and project management.
    • EMR Implementation & Insurance Billing for Gynecologist
      5.0 Apr 14, 2021

      Lina is really good to work with. There have been difficult situations and patients with tempers but Lina has been calm throughout. She’s very efficient and knowledgeable. When there’s a specific project, she’ll give us a calendar and a structure. Lina is very efficient and organized. Her knowledge surrounding medical insurance and legalities stands out, too.

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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.

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    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 web and application development with expertise in platforms such as Salesforce and Ruby on Rails. Reviews indicate a strong commitment to project management, timely delivery, and effective communication, with over 95% of clients expressing satisfaction with their ability to meet timelines and project objectives. Many clients highlight LaunchPad Lab's understanding of business needs and collaborative approach as a true partnership.

    See all 42 projects

    Reviews mention Receptive

    Clients consistently commend LaunchPad Lab for their receptiveness to feedback and collaboration throughout the project lifecycle. For instance, one CEO noted that despite initial concerns about design elements, LaunchPad Lab addressed their needs effectively, leading to a satisfactory final product. Another client highlighted their exceptional listening skills, stating that the team delivers exactly what is needed rather than what is assumed. Overall, the sentiment reflects a strong appreciation for LaunchPad Lab's commitment to client needs and responsiveness.
    • Web Dev for Test Preparation Company
      5.0 May 5, 2020

      They were receptive to feedback. Initially, we weren’t thrilled with the design elements, but we got exactly what we wanted in the end. They continued to deliver on time and present strong work that exceeded our expectations.

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    • MVP Website Launch for Sports Fantasy Startup
      5.0 May 30, 2017

      Besides that, I think they're bright coders, and the owner, John, is receptive to ideas. Overall, I'm happy with Kohactive; they did what I needed. This was their first time doing a daily fantasy sports site, and they have been helpful when something needed to be changed.

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    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 alignment with project budgets. One client noted that their pricing fit well within budget while another remarked on the good value for the cost. Overall, feedback reflects satisfaction with the quality of deliverables relative to investments, with clients expressing appreciation for timely project completion and responsiveness, reinforcing the sentiment that LaunchPad Lab provides a worthwhile investment.
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    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)
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    3 SIDED CUBE Logotype

    3 SIDED CUBE

    4.9 49 reviews
    Premier Verified
    $50,000+
    $100 - $149 / hr
    50 - 249
    Bournemouth, England

    Services provided

    40% Mobile App Development
    30% Custom Software Development
    15% AI Development +1 service
    15% UX/UI Design

    3 SIDED CUBE is a mobile and web app development company known for delivering high-quality digital solutions aligned with company values and a strong emphasis on positive impact. Reviews highlight their exceptional project management, timely communication, and dedication to client needs, with 100% of feedback being positive. Their culture fit and alignment with client missions are consistently praised, with 75% of reviewers noting their exceptional communication and collaborative approach.

    See all 49 projects

    Reviews mention Accommodating

    Client feedback highlights Chelsea Apps' accommodating nature throughout the project lifecycle. One client noted their responsiveness and commitment to meeting deadlines, praising the team's ability to work collaboratively and effectively within a tight timeframe. Another client emphasized their flexibility and enthusiasm, stating that the team quickly adapted to changing requirements and demonstrated a dynamic approach. Overall, the sentiment reflects a strong appreciation for Chelsea Apps' accommodating attitude, contributing to a positive working relationship.
    • Mobile App Dev for Restaurant & Grocery Company
      5.0 Feb 17, 2020

      Chelsea Apps were great at project management, accommodating, thorough and also knew how to crack a few laughs which is always a bonus. Keep up the incredible work!

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    • iPad App Development for Customer Survey Solution
      5.0 Aug 15, 2016

      They were responsive in getting things done quickly. If we gave them a change request they didn’t agree with they might challenge us on it. As we got to the end, the work became change requests from our customers and we needed to turn things around quicker. They could accommodate us sometimes, but there were some delays because they had other projects.

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    4 of 4 reviews are 5 stars
    Less than $10,000 avg. project cost

    Reviewed 4 times in the past 6 months

    Recent reviews of 3 SIDED CUBE highlight their exceptional project management, effective communication, and strong alignment with client values. Clients praised the team's ability to deliver high-quality work on time, with one noting that project management felt 'effortless.' Another client appreciated the collaborative approach, stating the team contributed valuable ideas to enhance their app. Overall, sentiment remains highly positive, with clients expressing satisfaction and confidence in 3 SIDED CUBE's capabilities.
    Read 4 Recent Reviews

    More responsive than most other service providers

    3 SIDED CUBE 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:

    England (22) United States (11) Austria (1) Cyprus (1) Denmark (1) France (1) Ireland (1)
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  • 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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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 tkxel
5 DOOR3
6 Opinov8 Digital and Engineering Solutions
7 Neoteric
8 Cody Solutions
9 NineTwoThree AI Studio
10 RebelDot
11 Orases
12 Deviniti
13 BlueLabel
14 BotsCrew
15 Zallpy Digital

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

    39.6/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    40% AI Consulting
    60% 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

    38.6/40.0
    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
  4. 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
  5. DOOR3 Logotype

    DOOR3

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

    Ability to deliver

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

    Service focus

    34% AI Consulting
    66% Other
    View Profile Visit Website
  6. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

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

    Ability to deliver

    38.1/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  8. Cody Solutions Logotype

    Cody Solutions

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

    Ability to deliver

    37.6/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    8.3/10 Market Presence

    Service focus

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

    NineTwoThree AI Studio

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

    Ability to deliver

    39.2/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  10. RebelDot Logotype

    RebelDot

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

    Ability to deliver

    37.4/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

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

    Orases

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

    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
  12. 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
  14. BotsCrew Logotype

    BotsCrew

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

    Ability to deliver

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

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  15. Zallpy Digital Logotype

    Zallpy Digital

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

    Ability to deliver

    37.7/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

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

    Future Processing

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

    Ability to deliver

    39.5/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  17. 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

    10% AI Consulting
    90% Other
    View Profile Visit Website
  18. 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
  19. 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
  20. 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
  21. 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
  22. INOXOFT Logotype

    INOXOFT

    $25,000+
    $25 - $49 / hr
    50 - 249
    Newark, DE

    Ability to deliver

    39.6/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  23. 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
  24. 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
  25. 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
  26. CodeIT Logotype

    CodeIT

    $50,000+
    $25 - $49 / hr
    50 - 249
    Sofia, Bulgaria

    Ability to deliver

    36/40.0
    16.4/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    35% AI Consulting
    65% Other
    View Profile Visit Website
  27. Lizard Global Logotype

    Lizard Global

    $10,000+
    $50 - $99 / hr
    50 - 249
    Kuala Lumpur, Malaysia

    Ability to deliver

    39.3/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  28. X2 Labs Logotype

    X2 Labs

    $75,000+
    $50 - $99 / hr
    10 - 49
    Cluj-Napoca, Romania

    Ability to deliver

    36.7/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    35% AI Consulting
    65% Other
    View Profile Visit Website
  29. Go Fish Digital Logotype

    Go Fish Digital

    $5,000+
    Undisclosed
    250 - 999
    Raleigh, NC

    Ability to deliver

    35.5/40.0
    16.6/20 Reviews
    8.9/10 Clients & Experience
    10/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  30. Softermii Logotype

    Softermii

    $5,000+
    $50 - $99 / hr
    50 - 249
    Los Angeles, CA

    Ability to deliver

    37.2/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website

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Top AI Consulting Agencies

AI consulting companies help organizations evaluate, design, and implement artificial-intelligence solutions. They audit existing data infrastructure, identify high-impact use cases (e.g., demand forecasting, predictive maintenance), and develop roadmaps that align technology with business objectives. Many also manage model development, deployment, and change-management initiatives to ensure successful adoption.

AI consulting providers offer a variety of services. Here are some examples:

  • Strategy workshops & AI readiness assessments
  • Data engineering and cloud architecture
  • Machine learning (ML) model design, training, and tuning
  • Computer vision or natural language processing (NLP) solutions
  • MLOps setup and model lifecycle management
  • Pilot projects, PoCs, and scalability planning
  • Training sessions for technical and non-technical stakeholders

Budgets vary widely. 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 the team’s seniority, geographic location, and specialization (e.g., deep-learning research vs. standard predictive analytics).

Follow these steps when hiring the right AI consulting provider for your company:

  • Clarify business goals and success metrics first.
  • Shortlist agencies with proven domain experience (look for industry-specific case studies).
  • Evaluate their technical stack—do they work with the cloud, ML frameworks, and governance tools your team prefers?
  • Review Clutch feedback for transparency, communication, and post-launch support.
  • Request a detailed proposal that includes milestones, deliverables, and ownership of IP.

When hiring an AI consulting company, watch out for the following red flags:

  • Guaranteed ROI or unrealistic accuracy claims
  • Vague data-privacy or model-governance practices
  • No accessible code repositories or documentation
  • Limited explanations of model interpretability or bias mitigation
  • Overreliance on generic, out-of-the-box models without customization

To learn more about the AI consulting provider that you are hiring, ask these key questions:

  • Which similar projects have you completed, and what measurable results did they deliver?
  • How will you secure our data and comply with relevant regulations?
  • What is your approach to model explainability and bias testing?
  • Who owns the final models and codebase?
  • How do you handle maintenance, updates, and retraining after launch?
  • What team members (data scientists, ML engineers, PMs) will be assigned to our project, and what are their roles?

Freelancers can be cost-effective for limited tasks like data cleaning or model tuning. Agencies, however, provide multidisciplinary teams including strategists, engineers, and change management experts who can handle end-to-end AI initiatives and scale with your needs.

Most firms track KPIs tied to your objectives, such as reduced operational costs, increased revenue from personalization, or improved forecasting accuracy. They may also calculate time-to-value (TTV) and model performance metrics like precision, recall, or F1-score to demonstrate ongoing impact.

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