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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 20, 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 Knowledgeable

    Overall sentiment regarding Opinov8 Digital and Engineering Solutions reflects a strong perception of their knowledge and expertise. Clients praised the technical proficiency of team members, particularly highlighting a junior developer's proactive engagement. Feedback emphasizes their responsiveness and effective communication, with one client noting the team's ability to solve problems and share knowledge effectively. Clients express satisfaction with the quality of work and recommend providing detailed documentation to facilitate better project alignment.
    • Staff Aug & Software Dev for Digital Music Sheets Co
      5.0 Dec 5, 2023

      The team’s engineers have contributed to problem-solving and troubleshooting throughout our project’s challenges, and their knowledge-sharing is good. Opinov8 is constantly available even though they work in different time zones, and they've been instrumental in helping us level up and work on this critical project.

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    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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    More responsive than most other service providers

    Opinov8 Digital and Engineering Solutions 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 (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 Great team

    Clients consistently express positive sentiments regarding the team at Dotsquares, highlighting their excellent communication and responsiveness. One client noted a 'wonderful experience' with timely deliveries and respectful interactions, while another praised the 'great management' and 'great team' that facilitated successful project outcomes. Overall, the feedback indicates a strong appreciation for the collaborative spirit and professionalism exhibited by Dotsquares' team members.
    • Mobile App Dev for Low-Toxic Product Directory
      5.0 Mar 26, 2024

      I had a wonderful experience with my team. They always delivered on time a responded to me with kindness. The way the teamwork, how great their communication was, and how they all came together when needed to help and work on the project.

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    • Web & Mobile App for Health & Fitness Company
      5.0 May 12, 2023

      After an initial impression which, to be honest, was disappointing, I was lucky to have Apurv come on board alongside Sudeep and Gunjan, Ravi, Rohan, Bhalla, Banti, Deepak and the rest of the team. They have all gone above and beyond to understand and create a fantastic mobile and soon-to-be web app. I have already recommended them to a lot of people to them and I don't think this could have been done without the whole team effort.

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    • CRM Development for Insurance Company
      5.0 May 6, 2022

      They have a great team with great management.

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    • Custom Software Development for Legal Platform
      5.0 Sep 20, 2018

      I was most impressed by their dedication and teamwork.

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    • Web Development for Real Estate Company
      5.0 Mar 17, 2025

      We would like to commend Dotsquares for the amazing work they did. They had all the experts needed, they kept us up to date all the time, nothing was too much trouble and their structured approach with the whole process was very impressive and productive. I want to thank the team very much for your effort and professionalism and problem solving.

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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.
    Read All Reviews

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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 Personable

    LaunchPad Lab has received positive feedback regarding its personable approach to client interactions. Clients appreciate the team's ease of communication and willingness to accommodate specific needs and budget constraints. For instance, one client noted that the team was 'super-nice' and provided great advice, while another highlighted their flexibility and dedication to client satisfaction. Overall, the sentiment emphasizes a strong client relationship and a commitment to delivering quality work in a friendly manner.
    • Web Development for Educational Software Firm
      4.0 Oct 14, 2014

      They are very personable. They’ve been very accommodating to our needs, especially around budget. We didn’t have as much money as we probably should have had to launch this project. They were fairly flexible in that regard. Overall, they’ve been good partners.

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    • Web and e-Commerce Development for Winix
      5.0 Oct 14, 2014

      They’re more down to earth. They take the time and care about all their clients, and we’re satisfied with the work they’ve done. They’ve gone above and beyond what was necessary to aid anything that we had an issue with.

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    • Web Design for Eye Health Nonprofit
      5.0 Apr 3, 2017

      They’re a small organization, but they give us a lot of personal attention. I never felt that they were struggling to find time for our project. They’re trying to grow at the right pace; so far, I think they’ve done a very good job managing their resources among their different clients.

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    • Software Development for Intellectual Property Startup
      5.0 Dec 17, 2015

      They spend much time with me and have the right tools and processes in place. I want things deployed very quickly, and there's a necessary process for each step. I talk to John on a weekly basis and meet him face to face. He gives me plenty of time for expressing my concerns, not about the team, but about what I'm trying to get done and making sure that I'm meeting objectives within my timeline and budget. His team has always been able to resolve this. Communication is always good. I appreciate what John and his team do. This kind of business is very people focused and many engineers and developers tend to have their heads down and build things without trying to understand what you're trying to achieve. John has spent an extraordinary amount of time with me, making sure that they're building exactly what I need. He even challenges me.

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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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    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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  • Nuevexa Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    10% AI Development
    10% Business Consulting +7 services
    10% Custom Software Development
    10% Digital Strategy
    10% IT Strategy Consulting
    10% Marketing Strategy
    10% Web Development
    5% Architectural Design
    5% CRM Consulting and SI

    Nuevexa is an AI Consulting company. The Kochi, India-based company specializes in AI Consulting and Marketing Strategy.

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  • Vipera Computer Systems Trading LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    20% AI Consulting
    80% Computer Engineering

    Founded in 2019, Vipera Computer Systems Trading LLC is a small Computer Engineering company. Their team focuses on Computer Engineering and AI Consulting.

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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 Personable

    Clients have consistently highlighted X2 Mobile's personable approach and responsiveness. One client noted their professionalism and immediate availability, stating, "X2 Mobile seemed professional, had great ratings, and were responsive during our first contact." Additionally, the personal visit from X2 Mobile's principal to Chicago was appreciated, enhancing the relationship further. Overall, the sentiment reflects a strong positive experience with X2 Mobile's team being approachable and collaborative.
    • iPad App Stability Enhancements for Media Player
      5.0 Feb 13, 2017

      X2 Mobile's team is based in Romania. X2 Mobile's principal visited us in Chicago in the fall of 2016. It was nice to meet him personally.

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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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    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

    Reviews mention Meets deadlines

    Integris consistently meets deadlines and delivers work on time, as highlighted by multiple clients. One client noted that Integris's tasks are completed within budget and communicated effectively, ensuring a smooth project management experience. Another emphasized their timely responses and high level of communication, which is crucial in the IT industry. Overall, clients express satisfaction with Integris's ability to meet expectations and deadlines, reinforcing their reliability as a service provider.
    • Managed IT Services for Organizational Consulting Firm
      4.0 Aug 6, 2025

      Integris meets deadlines and stays on budget. We manage tickets through email.

      Read Full Review
    • Cybersecurity & IT Services for Financial Services Company
      5.0 Jul 23, 2025

      Integris delivers work on time and within budget and communicates well with us. We use Microsoft Teams for video meetings. Integris has a ticket management system that allows us to create tickets.

      Read Full Review
    • IT Support & Cybersecurity Services for Residential Plumbing Company
      5.0 Apr 4, 2022

      They communicate, meet deadlines, and stay within budget really well. They assign specific team members to each project, and these people are good at staying on task. We mostly communicate via Microsoft Teams, email, and their ticketing system.

      Read Full Review
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    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)
    View Profile Visit Website
  • SOLVD.cloud Logotype

    SOLVD.cloud

    Not yet reviewed

    $25,000+
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    15% Cloud Consulting & SI
    10% Business Consulting +7 services
    10% CRM Consulting and SI
    10% IT Managed Services
    10% IT Staff Augmentation
    10% IT Strategy Consulting
    5% API Development
    5% DevOps Managed Services
    5% Web Development

    AI Consulting company SOLVD.cloud is based in Lehi, Utah. The team provides AI Consulting and cloud consulting & SI.

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  • Product Array Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Burnside, Australia

    Services provided

    20% AI Consulting
    20% AI Development
    20% Custom Software Development +3 services
    20% Mobile App Development
    15% IT Strategy Consulting
    5% IT Managed Services

    Product Array is a custom software development firm. Their small team is in Burnside, Australia. Their services include Custom Software Development and Mobile App Development.

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  • LVC Solutions LLC Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    30% Generative AI
    20% AI Agents +2 services
    20% IT Strategy Consulting
    10% Architectural Design

    LVC Solutions LLC is an Addison, Texas-based Generative AI company. Established in 2025, the team specializes in Generative AI and IT strategy consulting.

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  • SuccessCX Logotype

    SuccessCX

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    10 - 49

    Services provided

    20% AI Consulting
    55% AI Agents
    20% Generative AI +1 service
    5% Call Center Services

    SuccessCX, a small AI Agents company, is based in Melbourne, Australia. The team specializes in AI Agents and AI Consulting.

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  • Andeavour Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    10 - 49
    Tel Aviv-Yafo, Israel

    Services provided

    20% AI Consulting
    20% AI Agents
    20% Generative AI +4 services
    10% AI Development
    10% Cloud Consulting & SI
    10% Cybersecurity
    10% IT Strategy Consulting

    Andeavour, an AI Consulting company, was established in 2022. The team specializes in AI Consulting and Generative AI.

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  • East Rock Software Logotype

    East Rock Software

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    10 - 49

    Services provided

    20% AI Consulting
    40% Custom Software Development
    15% Business Consulting +2 services
    15% Mobile App Development
    10% AI Development

    East Rock Software, a software development firm, was launched in 2012. The team specializes in Custom Software Development and AI Consulting.

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  • Data n Dashboards Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Rawalpindi, Pakistan

    Services provided

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

    Data n Dashboards is a small big data company. They offer BI & big data consulting & SI and AI Consulting and were established in 2020.

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  • PlatXP Creative Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49
    Vaughan, Canada

    Services provided

    20% AI Consulting
    40% Sales Outsourcing
    25% Direct Marketing +1 service
    15% Marketing Strategy

    PlatXP Creative is a Sales Outsourcing company launched in 2023. The team provides Sales Outsourcing and Direct Marketing.

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  • NextGen Techies Labs Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Agents
    20% AI Development +3 services
    20% IT Strategy Consulting
    15% Generative AI
    5% Cloud Consulting & SI

    NextGen Techies Labs is an IT strategy consulting company based in Ahmedabad, India. They offer IT strategy consulting and Artificial Intelligence and were founded in 2019.

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  • Chagible AI Lab Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Agents
    20% AI Development +2 services
    20% Digital Strategy
    20% Generative AI

    Digital Strategy company Chagible AI Lab was launched in 2025. The team offers Digital Strategy and Artificial Intelligence and is located in Singapore, Singapore.

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  • Media Story Agency Logotype

    Media Story Agency

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% Branding
    20% Performance Marketing +2 services
    20% Social Media Marketing
    20% Web Development

    Media Story Agency, a branding company, focuses on Branding and Social Media Marketing. The company is in Hawally, Kuwait.

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  • MIK Group GmbH Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    10 - 49
    Zürich, Switzerland

    Services provided

    20% AI Consulting
    40% Search Engine Optimization
    20% AI Agents +2 services
    10% AI Development
    10% Content Marketing

    Launched in 2012, MIK Group GmbH, a small SEO agency, is based in Zürich, Switzerland. Their services include Search Engine Optimization and AI Consulting.

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  • Qyntix Logotype

    Qyntix

    Not yet reviewed

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

    Services provided

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

    Qyntix is a Barcelona, Spain-based AI firm. They offer Artificial Intelligence and AI Consulting and were launched in 2025.

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  • Composite Solutions Hungary Logotype

    Composite Solutions Hungary

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    35% Generative AI
    20% AI Agents +2 services
    15% AI Development
    10% IT Staff Augmentation

    Composite Solutions Hungary, a Generative AI company, is headquartered in Budapest, Hungary. They focus on Generative AI and AI Consulting.

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  • IQ Source Logotype

    IQ Source

    Not yet reviewed

    $5,000+
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    10% AI Agents
    10% AI Development +8 services
    10% Custom Software Development
    10% Generative AI
    10% Mobile App Development
    10% Web Development
    5% API Development
    5% Enterprise App Modernization
    5% IT Strategy Consulting
    5% Search Engine Optimization

    IQ Source, an AI Consulting company, is located in Curridabat, Costa Rica. Their services include AI Consulting and Artificial Intelligence.

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  • Reystone AI Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49
    Houston, TX

    Services provided

    20% AI Consulting
    40% AI Development
    25% AI Agents +1 service
    15% Generative AI

    Reystone AI, a small AI firm, is headquartered in Houston, Texas. Their services include Artificial Intelligence and AI Agents.

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  • Visplu GmbH Logotype

    Visplu GmbH

    Not yet reviewed

    $5,000+
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    40% AI Development
    15% AI Agents +2 services
    15% BI & Big Data Consulting & SI
    10% IT Strategy Consulting

    Visplu GmbH is an artificial intelligence firm. The company is headquartered in Hannover, Germany. Their services include Artificial Intelligence and AI Consulting.

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  • Studio Shaped Logotype

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    10 - 49
    Gent, Belgium

    Services provided

    20% AI Consulting
    30% AI Agents
    30% Custom Software Development +1 service
    20% IT Strategy Consulting

    Studio Shaped is a small AI Agents company. They offer AI Agents and Custom Software Development and were established in 2022.

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  • Yeji Data Lab inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Montréal, Canada

    Services provided

    20% AI Consulting
    60% AI Development
    10% Generative AI +1 service
    10% IT Strategy Consulting

    Yeji Data Lab inc is a Montréal, Canada-based artificial intelligence development company. Their services include Artificial Intelligence and AI Consulting.

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  • SimplaDocs Logotype

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    10 - 49
    Cameron Park, CA

    Services provided

    20% AI Consulting
    40% Low/No Code Development
    25% AI Development +1 service
    15% AI Agents

    SimplaDocs is a Low/No Code Development company. They specialize in Low/No Code Development and Artificial Intelligence and were established in 2020.

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  • Deadly Logotype

    Not yet reviewed

    $25,000+
    Undisclosed
    10 - 49
    Montréal, Canada

    Services provided

    20% AI Consulting
    50% AI Development
    30% AI Agents

    Artificial intelligence company Deadly was founded in 2026. The agency focuses on Artificial Intelligence and AI Agents, and is small.

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  • Singularwise Logotype

    Singularwise

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    20% AI Consulting
    35% AI Development
    25% CRM Consulting and SI +1 service
    20% IT Strategy Consulting

    Singularwise is an artificial intelligence development company launched in 2008. Their team offers Artificial Intelligence and CRM consulting and SI.

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  • RoadVision AI Logotype

    RoadVision AI

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    45% AI Agents
    30% AI Development +1 service
    5% Engineering

    AI Agents company RoadVision AI was established in 2024. The team focuses on AI Agents and Artificial Intelligence and is based in New Delhi, India.

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  • Aignition Labs Logotype

    Aignition Labs

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    20% IoT Development +3 services
    15% AI Agents
    15% Generative AI
    10% Enterprise App Modernization

    Aignition Labs is an IoT development company. Their team is in Irvine, California and focuses on IoT development and Artificial Intelligence.

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  • Synchron Bilişim Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    İstanbul, Türkiye

    Services provided

    20% AI Consulting
    40% Cloud Consulting & SI
    40% IT Managed Services

    Cloud consulting & SI company Synchron Bilişim was launched in 2009. The team offers cloud consulting & SI and IT managed services and is located in İstanbul, Türkiye and Kyiv, Ukraine.

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  • Levich Solutions Pvt Ltd Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Development
    15% Custom Software Development +4 services
    15% Web Development
    10% Mobile App Development
    10% UX/UI Design
    10% Web Design

    Located in Bengaluru, India, Levich Solutions Pvt Ltd is a small artificial intelligence company. The team provides Artificial Intelligence and AI Consulting.

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  • DAVID Logotype

    DAVID

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Agents
    20% AI Development +2 services
    20% Digital Strategy
    20% Generative AI

    DAVID, an AI Consulting company, is in Provo, Utah. Their services include AI Consulting and Generative AI.

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  • AI Consultant Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    25% AI Development
    20% Generative AI +3 services
    15% AI Agents
    10% BI & Big Data Consulting & SI
    10% IT Strategy Consulting

    AI Consultant is an artificial intelligence firm established in 2021. The agency provides Artificial Intelligence and AI Consulting, and is small.

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  • Magnus Consulting Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Totton, England

    Services provided

    20% AI Consulting
    30% Marketing Strategy
    15% AI Agents +3 services
    15% Business Consulting
    10% Account-Based Marketing
    10% Fractional CMO Services

    Established in 2018, Magnus Consulting is a Marketing Strategy company. The team specializes in Marketing Strategy and AI Consulting.

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  • PROBIZ Co., Ltd. Logotype

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    10 - 49
    Chiyoda City, Japan

    Services provided

    20% AI Consulting
    35% Supply Chain Management
    25% ERP Consulting and SI +1 service
    20% Other IT Consulting and SI

    PROBIZ Co., Ltd. Is a small Supply Chain Management company founded in 2018. Their services include Supply Chain Management and ERP consulting and SI.

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  • Leomayn Logotype

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    10 - 49
    Surbiton, England

    Services provided

    20% AI Consulting
    20% AI Agents
    20% AI Development +2 services
    20% Business Consulting
    20% Generative AI

    Leomayn is a Business Consulting company. They were launched in 2025 and specialize in Business Consulting and Artificial Intelligence.

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  • Everything AI LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Mountain Lakes, NJ

    Services provided

    20% AI Consulting
    20% AI Agents
    20% Custom Software Development +2 services
    20% Search Engine Optimization
    20% Web Development

    Everything AI LLC, an AI Consulting company, is headquartered in Mountain Lakes, New Jersey. The team provides AI Consulting and AI Agents.

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  • VRABC Group Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49
    London, England

    Services provided

    20% AI Consulting
    35% AI Development
    15% Business Consulting +2 services
    15% Custom Software Development
    15% Robotics Process Automation

    VRABC Group is an artificial intelligence development company. Located in London, England, the firm was founded in 2024. Their team provides Artificial Intelligence and AI Consulting.

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  • SkillbasedMatching.com Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    10 - 49
    Dallas, TX

    Services provided

    20% AI Consulting
    70% Cybersecurity
    10% Engineering

    SkillbasedMatching.com, a Cybersecurity company, provides Cybersecurity and AI Consulting. The agency is in Dallas, Texas.

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  • Fanaye Technologies Logotype

    Fanaye Technologies

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    40% Custom Software Development
    20% AI Development +1 service
    20% Web Development

    Fanaye Technologies is a custom software development firm located in Addis Ababa, Ethiopia. Their services include Custom Software Development and Artificial Intelligence.

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  • Heart360 Care Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Chennai, India

    Services provided

    20% AI Consulting
    25% Media Planning & Buying
    25% Public Relations +2 services
    20% Advertising
    10% Business Continuity Management

    Heart360 Care, a PR company, focuses on Public Relations and Media Planning & Buying. The firm is based in Chennai, India.

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  • Sarvaswa AI Labs Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Agents
    20% AI Development +3 services
    20% Generative AI
    10% Custom Software Development
    10% Data Annotation Services

    Sarvaswa AI Labs is an artificial intelligence company. Their team is based in Surat, India and Bengaluru, India and offers Artificial Intelligence and AI Consulting.

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  • It Consulting and Cloud Services Logotype

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    30% AI Development
    10% AI Agents +4 services
    10% Business Consulting
    10% Digital Strategy
    10% Generative AI
    10% IT Strategy Consulting

    Founded in 2010, It Consulting and Cloud Services, a small artificial intelligence development company, is based in Bogotá, Colombia. Their team provides Artificial Intelligence and AI Consulting.

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  • marketFX Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    10 - 49
    Scottsdale, AZ

    Services provided

    20% AI Consulting
    20% Advertising
    20% Marketing Strategy +3 services
    15% Branding
    15% Conversion Optimization
    10% Search Engine Optimization

    Launched in 2004, marketFX is an Advertising company. The agency provides Advertising and Marketing Strategy, and is small.

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  • DatrixWorld Logotype

    DatrixWorld

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    40% Custom Software Development
    40% Web Development

    DatrixWorld is a small custom software development firm. Established in 2026, the team offers Custom Software Development and Web Development.

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  • Mind Simulation Lab Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Yerevan, Armenia

    Services provided

    20% AI Consulting
    80% AI Development

    Mind Simulation Lab is a Yerevan, Armenia-based artificial intelligence development company. Established in 2010, the team focuses on Artificial Intelligence and AI Consulting.

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  • Automaly Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    10 - 49
    London, England

    Services provided

    20% AI Consulting
    25% AI Agents
    20% AI Development +3 services
    15% CRM Consulting and SI
    10% Business Consulting
    10% Generative AI

    Based in London, England, Automaly is an AI Agents company. They specialize in AI Agents and Artificial Intelligence.

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  • Local Success Group Logotype

    Local Success Group

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    20% AI Agents
    20% AI Development +2 services
    20% Generative AI
    20% Robotics Process Automation

    Founded in 2025, Local Success Group is an AI Agents company. The company offers AI Agents and Robotics Process Automation.

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  • Modelcam Technologies Private Limited Logotype

    Modelcam Technologies Private Limited

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    45% AI Development
    35% Robotics Process Automation

    Modelcam Technologies Private Limited is an artificial intelligence development company founded in 2001. The company focuses on Artificial Intelligence and Robotics Process Automation.

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  • PingAI Logotype

    PingAI

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% AI Agents
    20% AI Development +3 services
    20% Generative AI
    10% Custom Software Development
    10% Mobile App Development

    PingAI is an artificial intelligence development company located in Bengaluru, India. Their services include Artificial Intelligence and AI Consulting.

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  • KORVAX AI Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Dubai, United Arab Emirates

    Services provided

    20% AI Consulting
    30% AI Agents
    30% AI Development +1 service
    20% Generative AI

    KORVAX AI, an AI Agents company, was launched in 2020. Based in Dubai, United Arab Emirates, the team specializes in AI Agents and Artificial Intelligence.

    Read more
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  • GLOBIFY SOFTWARE SOLUTIONS Logotype

    GLOBIFY SOFTWARE SOLUTIONS

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    35% E-Commerce Development
    15% Web Development +4 services
    10% Custom Software Development
    10% Mobile App Development
    5% Ecommerce Marketing
    5% Performance Marketing

    GLOBIFY SOFTWARE SOLUTIONS is an e-commerce development company. In Thiruvananthapuram, India, the firm was established in 2020. Their team provides E-Commerce Development and AI Consulting.

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  • Stackmint Logotype

    Stackmint

    Not yet reviewed

    $50,000+
    Undisclosed
    10 - 49

    Services provided

    20% AI Consulting
    55% AI Agents
    15% AI Development +1 service
    10% Generative AI

    Stackmint, an AI Agents company, is in Wilmington, Delaware. The team focuses on AI Agents and AI Consulting.

    Read more
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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 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 VOLO

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
  15. 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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