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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.
Ratings Updated: September 18, 2026
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9,012 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 technology services company specializing in custom software development, staff augmentation, and UX/UI design. Reviews indicate high client satisfaction, with over 90% citing impressive technical expertise and responsiveness. Clients appreciate their adaptability and commitment, even under challenging conditions, such as geopolitical disruptions. Common praises include their seamless integration into teams and consistent delivery within budget and on time.

    See all 24 projects

    Reviews mention Team players

    Client feedback highlights Opinov8 Technology Services as exceptional team players, fostering a strong partnership ethos. One client noted the team’s dedication, even working under challenging conditions, and emphasized their seamless integration into existing processes. Another client appreciated their adaptability and willingness to take on various tasks to advance projects, stating there is no 'us and them' mentality. Overall, the sentiment is overwhelmingly positive, with clients expressing trust and satisfaction in their collaborative approach.
    • QA Staff Augmentation for Engineering Company
      5.0 Jan 10, 2024

      The individual team members have been very good as well and feel like just part of the team. And again, all of this with bombs literally falling around them. I think one spent part of the day taking supplies to troops and then did his QA work for us after.

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    • Development Resources & Support for Logistics Company
      4.5 Sep 29, 2021

      While there are no specific metrics that speak to the quality of their work, our team truly sees them as an extension of ourselves. There’s no "us and them" mentality; we see them as people who we can trust to do the work. Their resources are willing to do tasks and non-exciting work that needs to be done to move our projects forward.

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    Industry Experience

    Opinov8 Digital and Engineering Solutions has demonstrated strong expertise across multiple industries, including Information Technology, Financial Services, and Automotive. Reviews reflect a highly skilled team that excels in software development, project management, and agile methodologies. Clients commend their responsiveness, technical depth, and ability to adapt to unique project requirements, fostering successful collaborations. The overall sentiment indicates a positive impact in sectors like gaming, finance, and healthcare, making them a valuable partner for organizations in these domains.

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    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

    Overall, client feedback regarding Opinov8 Digital and Engineering Solutions highlights a strong sentiment of value for money. Clients noted that the company's pricing fits within their budgets while providing high-quality talent and services. For instance, one client mentioned spending around $300,000 and appreciated the good value for cost and alignment of company values. Another emphasized that they achieved cost savings of approximately 20% through their collaboration. The general consensus is that Opinov8 delivers impressive expertise and solid project outcomes, making them a worthwhile investment.
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    United States (8) England (8) Denmark (2) Germany (2)
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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 Patient

    Clients consistently praised Dotsquares for their patience and understanding throughout project execution. One client noted their 'genuine desire to understand our ideas,' which significantly enhanced the collaboration. Another highlighted their ability to adapt to complex requirements, stating, 'Dotsquares have been so patient and answered all our questions promptly.' Overall, the sentiment regarding patience is overwhelmingly positive, with multiple instances reflecting a commitment to thorough communication and support.
    • CRM Consulting & Software Development for Financial Company
      5.0 Jun 2, 2025

      We're really happy with the end product - we have been very particular and probably not the most ideal customers but Dotsquares have been so patient and answered all our questions promptly and comprehensively. We wanted to give a special shout out to Kartik Shekhawat, Mukesh Prajapat and Jaisika Talwar who have been excellent throughout!

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    • Website Development for AI Platform
      5.0 Jun 25, 2025

      Shubham is probably the BEST developer I've ever worked with and I've worked with quite a few. He's extremely thorough, patient, very kind, knowledgeable and gets the job done as quickly as you need it to be done.

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    • Custom Software Dev for Legal Services Company
      5.0 Sep 16, 2025

      Dotsquares were wonderful at adapting to us. at the start, we had no idea what we were doing and we did not make things easy on them. they were very patient with us and guided us on what they needed to know to complete the project.

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    • Custom Software Dev & CRM Consulting for Accounting Firm
      5.0 Mar 27, 2026

      Their patience and genuine desire to understand our ideas (even the more unusual ones) really made a difference.

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    Industry Experience

    Dotsquares has garnered positive feedback across various industries, including Education, Financial Services, Real Estate, Sports, Information Technology, Legal, and more. Clients commend their strong project management, responsiveness, and ability to customize solutions to meet specific needs. In Education, they excelled in developing user-friendly platforms; in Financial Services, they demonstrated expertise in CRM implementation. Overall, sentiment across industries is favorable, highlighting their adaptability, technical proficiency, and commitment to client satisfaction. This makes them a strong candidate for projects in sectors like Education, Finance, and IT.

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    Select Industry to see insights

    Sports Education Financial services Real estate Information technology Legal Other industries Business services Arts, entertainment & music Energy & natural resources Retail Manufacturing Advertising & marketing eCommerce Automotive Medical Utilities Hospitality & leisure

    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

    Client feedback regarding Dotsquares highlights a strong sentiment of value for money, with many clients noting that the pricing fits their budget while delivering high-quality work. For instance, one client mentioned, "Dotsquares was cost-effective, and the quality of their work is very good." Another remarked on their "exceptional service and commitment to customer satisfaction," reinforcing the perception of Dotsquares as a reliable and economically viable partner. Overall, clients appreciated the responsiveness and support provided throughout the project lifecycle.
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    Australia (24) England (22) United States (10) India (5) Ireland (3) Canada (1)
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    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 Innovative

    LaunchPad Lab has received high praise for its innovative approach to project execution. Clients highlighted their ability to generate creative ideas and collaborate effectively, with one noting their 'innovative ideas and willingness to collaborate' as standout traits. Another client emphasized that LaunchPad Lab understood their vision and delivered a holistic product design. Overall, the sentiment reflects strong client satisfaction regarding LaunchPad Lab's innovative capabilities and their impact on project outcomes.
    • Web Design & Branding for Actuarial Company
      4.0 Jan 28, 2019

      The new site has had a significant impact on our business—we’ve seen an increase in potential customers who reach out through our website. Their innovative ideas and willingness to collaborate stands out. They use their experience from previous projects to help us achieve our goals.

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    • Custom Development for Cloud-Based HR Solution
      5.0 May 11, 2016

      What distinguishes LaunchPad Lab from other providers is their use of the most modern technology prevalent in the industry today, instead of leveraging on platforms they’ve been using for a long time. Their project manager has made sure that the work is on track, they have a very good graphic designer who has delivered a clean user interface, and their developers are very good at getting things done quickly.

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    Industry Experience

    LaunchPad Lab has demonstrated significant expertise across various industries, particularly in Financial Services, where they excel in developing scalable platforms and responsive web solutions, receiving positive feedback for timely delivery and project management. In the Real Estate sector, they effectively addressed complex lead assignment processes. Additionally, their work in Education has enabled clients to enhance user experience and accessibility. Overall, clients across industries express high satisfaction with LaunchPad Lab's ability to understand client needs and produce quality results.

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    Select Industry to see insights

    Financial services Other industries Automotive Real estate Arts, entertainment & music Education Hospitality & leisure Government Business services Information technology

    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

    Overall, clients perceive LaunchPad Lab as providing excellent value for money. One client highlighted their competitive pricing and good value, stating that the cost aligned well with their budget. Another client echoed this sentiment, noting the company's commitment to delivering quality work within financial constraints. Multiple reviews emphasized the timely delivery of projects and responsive communication, reinforcing a positive view of their cost-effectiveness. Clients generally feel satisfied with the outcomes relative to the investment made.
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    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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  • GoVivace Inc Logotype

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    10 - 49
    McLean, VA

    Services provided

    35% AI Consulting
    35% AI Development
    10% Call Center Services +2 services
    10% Customer Service Outsourcing
    10% Transcription

    GoVivace Inc specializes in Speech Analytics and Auto QA solutions for contact centers and BPOs. Reviewers commend the company for its reliable and efficient solutions, professional project management, and excellent support. However, some suggest that clearer progress updates could enhance the client experience.

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  • PARADIGMA.ST Logotype

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    30% AI Development
    10% Custom Software Development +3 services
    10% Mobile App Development
    10% UX/UI Design
    10% Web Development

    PARADIGMA.ST, an artificial intelligence firm, was founded in 2018. The company specializes in Artificial Intelligence and AI Consulting, and is small.

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  • Featured

    What are Featured Providers?

    X2 Labs Logotype

    X2 Labs

    5.0 24 reviews
    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 Knowledgeable

    Clients consistently highlight X2 Mobile's expertise and knowledge in mobile app development. One CEO noted their impressive understanding of user experience and optimization, emphasizing the proactive approach taken by the team to ensure project success. The effective collaboration and communication with the project manager and skilled developer were also praised, contributing to a positive overall sentiment regarding their knowledgeable support in achieving project goals.
    • Health Application for Software Development Company
      5.0 Feb 28, 2021

      I was very pleased by the knowledge that X2 Mobile had about mobile app development, user experience and optimization. We appreciated that they were very proactive and open to going the extra mile to make sure things are done as expected.

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    Industry Experience

    X2 Mobile has demonstrated strong expertise across diverse industries including Information Technology, Education, Arts & Entertainment, Engineering, and eCommerce. Feedback highlights their effective project management, quality of deliverables, and responsiveness. Clients commend their ability to enhance user experience, develop innovative applications, and maintain professional communication. Overall sentiment is highly positive, particularly in Education and IT Services, indicating the provider is well-suited for projects requiring mobile app development and user-centric design.

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    Select Industry to see insights

    Engineering Information technology Arts, entertainment & music Education Software Business services eCommerce Sports IT Services Government Wellness & Fitness Consumer Products

    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.
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    Integris Logotype

    Integris

    4.9 94 reviews
    Verified
    $5,000+
    $150 - $199 / hr
    1,000 - 9,999
    Cranbury, NJ

    Services provided

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

    Integris is a managed IT services and cybersecurity company providing comprehensive IT solutions, including user support, security testing, and cloud services. Overall, feedback from clients is overwhelmingly positive, with 100% highlighting their responsiveness, high-quality team, and effective communication. Most clients appreciate Integris' ability to manage cybersecurity and maintain infrastructure, with several mentioning their proactive problem-solving approach and reliability in meeting deadlines.

    See all 94 projects

    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

    The reviews of Integris indicate a generally positive sentiment regarding their overall cost and value for money. Clients appreciate the breadth of services provided, often highlighting cost savings compared to maintaining in-house IT teams. For instance, one client noted a 20% savings by outsourcing IT, while another emphasized that their investment of $50,000–$199,000 annually yielded significant operational improvements. However, some feedback suggests varying response times and the need for clearer communication on costs. Overall, clients feel they receive good value relative to the investment.
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    More responsive than most other service providers

    Integris is very responsive

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

    View projects from:

    United States (92) Japan (1)
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  • Onegen Logotype

    Onegen

    Not yet reviewed

    $25,000+
    Undisclosed
    10 - 49

    Services provided

    35% AI Consulting
    30% Generative AI
    25% AI Development +1 service
    10% Low/No Code Development

    Onegen is an artificial intelligence company established in 2024. The team focuses on Artificial Intelligence and AI Consulting and is located in.

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  • Deevo Analytics Logotype

    Not yet reviewed

    $250,000+
    $200 - $300 / hr
    10 - 49
    Riyadh, Saudi Arabia

    Services provided

    50% AI Consulting
    25% Generative AI
    15% AI Development +1 service
    10% Low/No Code Development

    Deevo Analytics is an AI Consulting company. They were founded in 2021 and specialize in AI Consulting and Artificial Intelligence.

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  • Evolvision Technologies Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% Custom Software Development +2 services
    20% Generative AI
    20% Web Development

    Evolvision Technologies is a custom software development firm. The team focuses on Custom Software Development and Web Development and is headquartered in Gandhinagar, India.

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  • guane enterprises Logotype

    Not yet reviewed

    $50,000+
    $25 - $49 / hr
    50 - 249
    Medellin, Colombia

    Services provided

    15% AI Consulting
    25% Custom Software Development
    20% Cloud Consulting & SI +3 services
    15% AI Development
    15% Generative AI
    10% Web Design

    Guane enterprises is a custom software development firm founded in 2018. The team offers Custom Software Development and Artificial Intelligence.

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  • Recover Reputation, Boutique Online & GenAI Reputation Management Logotype

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    40% Search Engine Optimization
    20% Content Marketing +1 service
    10% Marketing Strategy

    Recover Reputation, Boutique Online & GenAI Reputation Management, a SEO agency, is headquartered in New York, New York. The team focuses on Search Engine Optimization and AI Consulting.

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  • Schober Consulting LLC Logotype

    Schober Consulting LLC

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    40% Cloud Consulting & SI
    20% Business Continuity Management +3 services
    10% ERP Consulting and SI
    10% IT Managed Services
    10% IT Strategy Consulting

    Schober Consulting LLC is a cloud consulting & SI company established in 2022. The team specializes in cloud consulting & SI and Business Continuity Management and is based in Minneapolis,

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  • Yoka Logotype

    Yoka

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% Branding

    Launched in 2017, Yoka is a branding company and AI Consulting company. Located in manila, Philippines, the team focuses on Branding and AI Consulting.

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  • ClevopyAI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Los Angeles, CA

    Services provided

    50% AI Consulting
    50% AI Agents

    ClevopyAI is a small AI Consulting and AI Agents company. They focus on AI Consulting and AI Agents and were founded in 2023.

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  • Sell with Marketing Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49
    Zapopan, Mexico

    Services provided

    12% AI Consulting
    15% Search Engine Optimization
    13% Demand Generation Marketing +8 services
    10% Content Marketing
    8% Digital Strategy
    8% Marketing Strategy
    7% Advertising
    7% Branding
    7% Web Design
    7% Web Development
    6% E-Commerce Development

    Sell with Marketing, a SEO company, offer Search Engine Optimization and Demand Generation Marketing. They were launched in 2023.

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  • Cocoloco Logotype

    Cocoloco

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    20% Business Consulting
    20% Fractional CFO Services +2 services
    20% Fractional CMO Services
    20% Funding & Investment

    Cocoloco is a small Business Consulting company located in Douglas, Isle of Man. Their services include Business Consulting and AI Consulting.

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  • NumGenius Ai Logotype

    NumGenius Ai

    Not yet reviewed

    $50,000+
    $150 - $199 / hr
    10,000+

    Services provided

    15% AI Consulting
    25% AI Development
    15% Cloud Consulting & SI +6 services
    15% Generative AI
    10% CRM Consulting and SI
    5% BI & Big Data Consulting & SI
    5% Cybersecurity
    5% ECM Consulting and SI
    5% IT Strategy Consulting

    Launched in 2010, NumGenius Ai is an artificial intelligence company. The firm focuses on Artificial Intelligence and cloud consulting & SI.

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  • QBEIN Logotype

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    20% Blockchain
    15% E-Commerce Development +7 services
    10% Custom Software Development
    10% Other Application Development
    10% UX/UI Design
    10% Web Development
    5% AI Development
    5% Generative AI
    5% Product Design

    QBEIN is a Blockchain company established in 2017. The company provides Blockchain and E-Commerce Development.

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  • Netrix LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    250 - 999
    Chicago, IL

    Services provided

    20% AI Consulting
    20% Cloud Consulting & SI
    20% Cybersecurity +2 services
    20% IT Managed Services
    20% IT Strategy Consulting

    Netrix LLC, an IT strategy consulting company, was launched in 1989. The team provides IT strategy consulting and cloud consulting & SI and is located in Chicago, Illinois.

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  • devedis AG Logotype

    devedis AG

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% IT Strategy Consulting +2 services
    20% Mobile App Development
    20% Web Development

    Devedis AG is an IT strategy consulting company headquartered in Bern, Switzerland. Their services include IT strategy consulting and Custom Software Development.

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  • Decision Intelligent Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    25% AI Consulting
    25% AI Development
    25% ERP Consulting and SI +1 service
    25% Generative AI

    Decision Intelligent is an ERP consulting and SI company headquartered in Dubai, United Arab Emirates. Their services include ERP consulting and SI and Artificial Intelligence.

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  • The Shadow Legacy Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% Branding
    25% Fractional CMO Services +1 service
    25% UX/UI Design

    Based in Elko, Nevada, The Shadow Legacy is a branding firm. The team offers Branding and AI Consulting.

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  • BrAIn Agency Logotype

    BrAIn Agency

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Branding
    20% Digital Strategy +2 services
    20% UX/UI Design
    20% Video Production

    BrAIn Agency is a branding agency. They focus on Branding and Digital Strategy and were launched in 2024. The company is located in Newark, Delaware.

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  • kaara Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    50 - 249
    Hyderabad, India

    Services provided

    30% AI Consulting
    20% Custom Software Development
    20% IT Strategy Consulting +2 services
    15% AI Agents
    15% AI Development

    Kaara is an AI Consulting company. They offer AI Consulting and IT strategy consulting and were established in 2012. The firm is in Hyderabad, India and Atlanta, Georgia.

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  • THTG Logotype

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    10% AI Development
    10% Application Management & Support +7 services
    10% BI & Big Data Consulting & SI
    10% CRM Consulting and SI
    10% Custom Software Development
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% IT Managed Services
    10% IoT Development

    THTG is a big data company based in Poznań, Poland. Their services include BI & big data consulting & SI and CRM consulting and SI.

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  • Berg Digital Logotype

    Berg Digital

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    20% AI Agents
    15% Marketing Strategy +8 services
    10% Advertising
    10% Digital Strategy
    10% Generative AI
    5% Conversion Optimization
    5% Email Marketing
    5% Market Research
    5% Mobile & App Marketing
    5% UX/UI Design

    Berg Digital is an AI Agents company founded in 2015. Their team provides AI Agents and Marketing Strategy.

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  • AI Universe Logotype

    AI Universe

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Consulting

    AI Universe is an AI Consulting company. The agency is in München, Germany. Their services include AI Consulting.

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  • LeftClick Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    San Francisco, CA

    Services provided

    100% AI Consulting

    LeftClick is an AI Consulting company. Their small team is in San Francisco, California and focuses on AI Consulting. The firm was launched in 2023.

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  • Elemental Logotype

    Elemental

    Not yet reviewed

    Undisclosed
    $150 - $199 / hr
    2 - 9

    Services provided

    10% AI Consulting
    25% Web Design
    20% Conversion Optimization +4 services
    20% Digital Strategy
    10% Ecommerce Marketing
    10% Fractional CMO Services
    5% Email Marketing

    Launched in 2012, Elemental is a small Auckland, New Zealand-based web design company. Their services include Web Design and Digital Strategy.

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  • dcerone AI & Cloud Product Management Consulting Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    Freelancer
    Oradell, NJ

    Services provided

    10% AI Consulting
    10% Business Consulting
    10% Cloud Consulting & SI +7 services
    10% Corporate Training & Coaching
    10% Engineering
    10% Funding & Investment
    10% IT Managed Services
    10% IT Strategy Consulting
    10% Product Marketing
    10% UX/UI Design

    Small AI Consulting company dcerone AI & Cloud Product Management Consulting, is headquartered in Oradell, New Jersey. Their services include AI Consulting and UX/UI Design.

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  • Domino Soft Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Santa Tecla, El Salvador

    Services provided

    10% AI Consulting
    30% Custom Software Development
    20% Mobile App Development +3 services
    20% UX/UI Design
    10% AI Development
    10% Web Design

    Domino Soft is a Santa Tecla, El Salvador-based software development firm. Founded in 2002, the team provides Custom Software Development and UX/UI Design.

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  • Konverge AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Nagpur, India

    Services provided

    35% AI Consulting
    35% Cloud Consulting & SI
    30% BI & Big Data Consulting & SI

    Headquartered in Nagpur, India, Konverge AI is a cloud consulting & SI company. They focus on cloud consulting & SI and AI Consulting.

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  • HAI TECH Logotype

    HAI TECH

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    50 - 249

    Services provided

    10% AI Consulting
    10% AI Development
    10% Blockchain +7 services
    10% Business Consulting
    10% Computer Engineering
    10% Digital Strategy
    10% E-Commerce Development
    10% ERP Consulting and SI
    10% Generative AI
    10% IoT Development

    HAI TECH is a Centro, Brazil-based Digital Strategy company. Their services include Digital Strategy and ERP consulting and SI.

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  • ennoblir group Logotype

    Not yet reviewed

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

    Services provided

    15% AI Consulting
    15% AI Development
    10% AI Agents +6 services
    10% Custom Software Development
    10% Email Marketing
    10% Generative AI
    10% Marketing Strategy
    10% Mobile App Development
    10% Web Development

    Launched in 2011, ennoblir group is an artificial intelligence company. The team specializes in Artificial Intelligence and AI Consulting and is located in Mornington, Australia and Antony, France.

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  • Pocketknife Logotype

    Not yet reviewed

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

    Services provided

    15% AI Consulting
    40% Web Design
    20% Web Development +2 services
    15% Search Engine Optimization
    10% UX/UI Design

    Pocketknife, a web design company, was launched in 2014. The team specializes in Web Design and Web Development.

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  • iThink Digital Logotype

    iThink Digital

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Consulting
    40% Social Media Marketing
    20% Branding +2 services
    10% Email Marketing
    10% Performance Marketing

    Launched in 2023, iThink Digital is a social media marketing agency. The team focuses on Social Media Marketing and AI Consulting.

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  • Applied Data Science Partners Logotype

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    10 - 49
    London, England

    Services provided

    30% AI Consulting
    30% AI Development
    30% Generative AI +1 service
    10% Low/No Code Development

    Applied Data Science Partners, an artificial intelligence firm, provide Artificial Intelligence and AI Consulting. They were launched in 2016.

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  • Veritis Group Inc Logotype

    Not yet reviewed

    $50,000+
    Undisclosed
    250 - 999
    Irving, TX

    Services provided

    10% AI Consulting
    15% Cloud Consulting & SI
    10% Business Consulting +7 services
    10% DevOps Managed Services
    10% Digital Strategy
    10% Generative AI
    10% IT Managed Services
    10% IT Strategy Consulting
    10% Other IT Consulting and SI
    5% Application Management & Support

    Veritis Group Inc, a cloud consulting & SI company, was established in 2004. The midsize team offers cloud consulting & SI and Digital Strategy.

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  • Aya Data Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    London, England

    Services provided

    30% AI Consulting
    70% AI Development

    AI development company Aya Data is located in London, England and Accra, Ghana. The team provides Artificial Intelligence and AI Consulting.

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  • Cloud Interactive Logotype

    Not yet reviewed

    $25,000+
    $25 - $49 / hr
    50 - 249
    Taipei, Taiwan

    Services provided

    30% AI Consulting
    30% Custom Software Development
    10% AI Development +4 services
    10% Generative AI
    10% IT Staff Augmentation
    5% Robotics Process Automation
    5% UX/UI Design

    Cloud Interactive is a software development company. The Taipei, Taiwan-based company focuses on Custom Software Development and AI Consulting.

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  • SmartOne AI Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    1,000 - 9,999
    Montréal, Canada

    Services provided

    15% AI Consulting
    35% Data Annotation Services
    20% Content Moderation Services +2 services
    15% Back Office Outsourcing
    15% Transcription

    Founded in 2012, SmartOne AI is a Data Annotation Services company. The company specializes in Data Annotation Services and Content Moderation Services, and is large.

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  • Betacraft Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    50 - 249
    Pune, India

    Services provided

    15% AI Consulting
    40% Custom Software Development
    25% IT Strategy Consulting +2 services
    10% Product Design
    10% Web Design

    Software development firm Betacraft is located in Pune, India and Wakefield, Massachusetts. The team offers Custom Software Development and IT strategy consulting.

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  • Gravitas Consulting Logotype

    Not yet reviewed

    $50,000+
    $200 - $300 / hr
    10 - 49
    Toronto, Canada

    Services provided

    40% AI Consulting
    50% Business Consulting
    10% IT Strategy Consulting

    Gravitas Consulting is a Business Consulting company. Their small team of employees is in Toronto, Canada. Their team offers Business Consulting and AI Consulting.

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  • PI Solutions Consulting Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    McAllen, TX

    Services provided

    25% AI Consulting
    30% BI & Big Data Consulting & SI
    25% Cloud Consulting & SI +2 services
    10% Mobile App Development
    10% Web Development

    PI Solutions Consulting is a data analytics company. They are in McAllen, Texas and Karachi, Pakistan, and their services include BI & big data consulting & SI and cloud consulting & SI.

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  • PintaWebware Logotype

    PintaWebware

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% BI & Big Data Consulting & SI
    20% Mobile App Development +2 services
    20% UX/UI Design
    20% Web Development

    PintaWebware is a Novomoskovs'k, Ukraine-based UX design company. Established in 2009, the team specializes in UX/UI Design and BI & big data consulting & SI.

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  • DMG Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    50 - 249
    Hannover, Germany

    Services provided

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

    DMG is a software development firm. The team provides Custom Software Development and Artificial Intelligence, and the company is in Hannover, Germany.

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  • Aston ITM Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49
    Bratislava, Slovakia

    Services provided

    15% AI Consulting
    30% Custom Software Development
    20% Web Development +3 services
    15% AI Development
    10% IT Strategy Consulting
    10% Mobile App Development

    Established in 1996, Aston ITM, a small software development firm, is in Bratislava, Slovakia and Bratislava, Slovakia. Their services include Custom Software Development and Web Development.

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  • Innovatics Logotype

    4.9 4 reviews
    $10,000+
    $50 - $99 / hr
    50 - 249
    Ahmedabad, India

    Services provided

    15% AI Consulting
    20% Digital Engineering
    20% Generative AI +3 services
    15% AI Development
    15% BI & Big Data Consulting & SI
    15% Cloud Consulting & SI

    Innovatics offers specialized AI Consulting services with a focus on advanced analytics, Generative AI-powered solutions, and optimization for various industries, including retail and healthcare. Reviews consistently highlight their professionalism, timely project delivery, and innovative approach to problem-solving. Clients have praised Innovatics for their effective project management, clear communication, and ability to provide actionable insights through AI solutions.

    See all 4 projects

    More responsive than most other service providers

    Innovatics is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
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  • Chooch Logotype

    Chooch

    Not yet reviewed

    $5,000+
    Undisclosed
    50 - 249

    Services provided

    20% AI Consulting
    60% Generative AI
    20% AI Development

    Chooch is a midsize Generative AI company established in 2015. Their team focuses on Generative AI and Artificial Intelligence.

    Read more
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  • atQor Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    50 - 249
    Ahmedabad, India

    Services provided

    20% AI Consulting
    20% BI & Big Data Consulting & SI
    20% CRM Consulting and SI +2 services
    20% Cloud Consulting & SI
    20% IT Managed Services

    AtQor is a business intelligence company. The midsize Ahmedabad, India-based team focuses on BI & big data consulting & SI and cloud consulting & SI. The firm was launched in 2002.

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  • Christian Vismara - Fractional CTO & AI Builder Logotype

    Christian Vismara - Fractional CTO & AI Builder

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    Freelancer

    Services provided

    30% AI Consulting
    25% AI Development
    20% Generative AI +2 services
    15% IT Strategy Consulting
    10% AI Agents

    Christian Vismara - Fractional CTO & AI Builder is an AI Consulting company. Located in Astoria, New York, their team provides AI Consulting and Artificial Intelligence.

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  • Mediadog Digital Logotype

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    50% Web Design
    20% Web Development +4 services
    5% Branding
    5% Generative AI
    5% Graphic Design
    5% Logo

    Web design company Mediadog Digital is in Gloucester, England. The team specializes in Web Design and Web Development.

    Read more
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  • SunTec.ai Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    250 - 999
    Laguna Beach, CA

    Services provided

    20% AI Consulting
    35% Data Annotation Services
    30% Generative AI +1 service
    15% AI Development

    Launched in 1999, SunTec.ai is a midsize Data Annotation Services company. Their team offers Data Annotation Services and Generative AI.

    Read more
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  • DSNai Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49
    Lagos, Nigeria

    Services provided

    40% AI Consulting
    35% Generative AI
    25% AI Development

    DSNai, an AI Consulting company, is located in Lagos, Nigeria. They specialize in AI Consulting and Generative AI.

    Read more
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Ability to deliver
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Clutch Leaders Matrix

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

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

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

    37/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    7.2/10 Market Presence

    Service focus

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

    Dualboot Partners

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

    Ability to deliver

    35.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    5.5/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  3. HatchWorks AI Logotype

    HatchWorks AI

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

    Ability to deliver

    32.7/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    5.3/10 Market Presence

    Service focus

    40% AI Consulting
    60% Other
    View Profile Visit Website
  4. RebelDot Logotype

    RebelDot

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

    Ability to deliver

    34.1/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    5.7/10 Market Presence

    Service focus

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

    NineTwoThree AI Studio

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

    Ability to deliver

    35.7/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    6.5/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  6. Dotsquares Logotype

    Dotsquares

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

    Ability to deliver

    33.7/40.0
    17.8/20 Reviews
    9.6/10 Clients & Experience
    6.3/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  7. Sigma Software Group Logotype

    Sigma Software Group

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    L'viv, Ukraine

    Ability to deliver

    36.3/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    8.8/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  8. DOOR3 Logotype

    DOOR3

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

    Ability to deliver

    34.2/40.0
    18.6/20 Reviews
    10/10 Clients & Experience
    5.6/10 Market Presence

    Service focus

    34% AI Consulting
    66% Other
    View Profile Visit Website
  9. DianApps Logotype

    DianApps

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

    Ability to deliver

    34.8/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    6/10 Market Presence

    Service focus

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

    Integris

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

    Ability to deliver

    36/40.0
    20/20 Reviews
    10/10 Clients & Experience
    6/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  12. xfive Logotype

    xfive

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

    Ability to deliver

    35.9/40.0
    19/20 Reviews
    10/10 Clients & Experience
    6.9/10 Market Presence

    Service focus

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

    tkxel

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

    Ability to deliver

    34.5/40.0
    18/20 Reviews
    10/10 Clients & Experience
    6.5/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  14. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

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

    Ability to deliver

    33.5/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    5.3/10 Market Presence

    Service focus

    25% AI Consulting
    75% Other
    View Profile Visit Website
  16. VOLO Logotype

    VOLO

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

    Ability to deliver

    32.3/40.0
    16.6/20 Reviews
    10/10 Clients & Experience
    5.7/10 Market Presence

    Service focus

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

    Zallpy Digital

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

    Ability to deliver

    34.1/40.0
    18/20 Reviews
    10/10 Clients & Experience
    6.1/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  18. Celara Labs Logotype

    Celara Labs

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

    Ability to deliver

    31.4/40.0
    16.8/20 Reviews
    10/10 Clients & Experience
    4.6/10 Market Presence

    Service focus

    50% AI Consulting
    50% Other
    View Profile Visit Website
  19. Solar Digital Logotype

    Solar Digital

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

    Ability to deliver

    36.8/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    7/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  20. Appify Logotype

    Appify

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

    Ability to deliver

    32.4/40.0
    17/20 Reviews
    10/10 Clients & Experience
    5.4/10 Market Presence

    Service focus

    50% AI Consulting
    50% Other
    View Profile Visit Website
  21. GLOBALDEV Logotype

    GLOBALDEV

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

    Ability to deliver

    33.8/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    6.2/10 Market Presence

    Service focus

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

    BotsCrew

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

    Ability to deliver

    33.8/40.0
    17.6/20 Reviews
    10/10 Clients & Experience
    6.2/10 Market Presence

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  23. Orases Logotype

    Orases

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

    Ability to deliver

    35.1/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    5.5/10 Market Presence

    Service focus

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

    Cody Solutions

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

    Ability to deliver

    32.8/40.0
    18/20 Reviews
    10/10 Clients & Experience
    4.8/10 Market Presence

    Service focus

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

    Deviniti

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

    Ability to deliver

    33.3/40.0
    18/20 Reviews
    10/10 Clients & Experience
    5.3/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  26. Honeycomb Software Logotype

    Honeycomb Software

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

    Ability to deliver

    35.9/40.0
    20/20 Reviews
    10/10 Clients & Experience
    5.9/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  27. Sigmoidal LLC Logotype

    Sigmoidal LLC

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

    Ability to deliver

    31.6/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    5.4/10 Market Presence

    Service focus

    65% AI Consulting
    35% Other
    View Profile Visit Website
  28. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

    33.8/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    5/10 Market Presence

    Service focus

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

    Future Processing

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

    Ability to deliver

    35/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    5.8/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  30. Momentum Design Lab Logotype

    Momentum Design Lab

    $25,000+
    $150 - $199 / hr
    10 - 49
    Palo Alto, CA

    Ability to deliver

    35.8/40.0
    18.8/20 Reviews
    10/10 Clients & Experience
    7/10 Market Presence

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website

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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