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

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

Ratings Updated: September 8, 2026
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9,651 Companies

Services: AI Consulting

List of the Top AI Consulting Firms

  • Featured

    What are Featured Providers?

    Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

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

    Services provided

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

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

    See all 24 projects
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    Recent reviews of Opinov8 Digital and Engineering Solutions highlight their exceptional engineering quality and effective project management. Clients noted the impressive skill level of the team, with one review emphasizing their ability to deliver all agreed releases and significantly improve application performance. Communication with management was described as frank and amicable. Overall, the sentiment is highly positive, with minimal suggestions for improvement, indicating a strong fit for complex digital projects.
    Read 1 Recent Review

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Opinov8 Digital and Engineering Solutions is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
    View Profile Visit Website
    Emergent Software Logotype

    Emergent Software

    4.9 36 reviews
    Premier Verified
    $25,000+
    $150 - $199 / hr
    50 - 249
    Minneapolis, MN

    Services provided

    30% AI Consulting
    30% Custom Software Development
    20% BI & Big Data Consulting & SI +2 services
    10% Cloud Consulting & SI
    10% IT Managed Services

    Emergent Software is a versatile IT service provider specializing in custom software development and IT support, particularly for Microsoft Azure environments. Across their reviews, they are consistently praised for their technical proficiency, project management skills, and responsiveness, with approximately 90% of reviews highlighting their ability to deliver customized solutions efficiently and professionally. Clients commend their supportive communication and adherence to deadlines.

    See all 36 projects
    1 of 1 reviews is 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 1 time in the past 6 months

    Emergent Software has received positive feedback over the last six months, with clients highlighting their exceptional project management and technical expertise. One client noted the successful migration to cloud services and praised the team's ability to meet deadlines and promptly address needs. The collaboration fostered a strong cultural fit, although a suggestion for improvement was made regarding better visibility of support request prioritization. Overall, clients express satisfaction with the company's alignment to their values and effective communication.
    Read 1 Recent Review

    Average Project Cost Breakdown

    $50,000 to $199,999 (18) $200,000 to $999,999 (8) $10,000 to $49,000 (4)

    What Clients Have Said

    Emergent Software offers competitive pricing relative to the value they provide, as highlighted by clients who noted significant returns on their investments. For instance, one client reported a $285,000 expenditure that resulted in a highly functional software solution, while another mentioned a $500,000 annual investment with ongoing positive outcomes. Overall, feedback indicates strong satisfaction with the cost-effectiveness of their services, emphasizing timely delivery and high-quality results, which clients found to be worth the investment.
    Read All Reviews

    View projects from:

    Minneapolis, Minnesota (10) Grand Rapids, Michigan (2) Stillwater, Minnesota (1) New York City, New York (1) Cheshire, Connecticut (1) Kalamazoo, Michigan (1) Roseville, Michigan (1) Chanhassen, Minnesota (1) Eden Prairie, Minnesota (1) Forest Lake, Minnesota (1) Lenexa, Kansas (1) Milwaukee, Wisconsin (1) Des Moines, Iowa (1) Searcy, Arkansas (1) Plymouth, Minnesota (1) Sun Prairie, Wisconsin (1) Denver, Colorado (1) Philadelphia, Pennsylvania (1) Pittsburgh, Pennsylvania (1) Corcoran, Minnesota (1) Grand Rapids, United States (1) New Prague, Minnesota (1) Greene, New York (1) Lake Delton, Wisconsin (1)
    View Profile Visit Website
    PowerGate Software Logotype

    PowerGate Software

    5.0 41 reviews
    Premier Verified
    $10,000+
    < $25 / hr
    250 - 999
    Hanoi, Vietnam

    Services provided

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

    PowerGate Software is a versatile software development company offering web and app development, custom software solutions, and technical project management. The company has received predominantly positive feedback, with over 90% of reviewers highlighting their technical depth, timely delivery, and strong communication. However, some noted areas for improvement include more detailed project scope definitions and enhanced spoken English skills among team members.

    See all 41 projects

    Reviews mention Passionate about their work

    Clients consistently express a strong sentiment regarding PowerGate Software's passion for their work. One notable instance highlights the client's appreciation for the team's genuine enthusiasm, stating it instilled confidence and fostered collaborative discussions aimed at achieving the best outcomes. Overall, feedback emphasizes that the team not only met expectations but also exhibited a commitment to the project's success, reflecting their dedication and passion.
    • Progressive Web App Dev for Interactive Racing Platform
      5.0 Nov 21, 2024

      It felt like they had a real passion about the project which fulfilled me with confidence and wanted the best outcome offering advice and discussion.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

    $50,000 to $199,999 (11) $10,000 to $49,000 (9) $200,000 to $999,999 (2)

    What Clients Have Said

    Overall, clients of PowerGate Software expressed satisfaction with the company's cost-effectiveness and value for money. Feedback highlighted that their pricing aligns well with client budgets, as noted by multiple reviewers who emphasized 'good value for cost' and 'pricing fit our budget.' However, some clients mentioned concerns about rising costs over time. Overall sentiment reflects that clients appreciate the quality of work delivered relative to the investment, making PowerGate a competitive choice in the software development market.
    Read All Reviews

    More responsive than most other service providers

    PowerGate Software 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:

    New Zealand (6) Australia (5) Vietnam (5) United States (5) Saudi Arabia (2) Netherlands (1) Singapore (1) Switzerland (1)
    View Profile Visit Website
  • Observo Tech Studio - Your AI Partner Logotype

    Observo Tech Studio - Your AI Partner

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9

    Services provided

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

    Observo Tech Studio - Your AI Partner, an AI Consulting company, offers AI Consulting and Artificial Intelligence. The agency is headquartered in Pune, India.

    Read more
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  • Northform Logotype

    Northform

    Not yet reviewed

    $10,000+
    Undisclosed
    2 - 9

    Services provided

    40% AI Consulting
    20% Content Marketing
    20% Generative AI +1 service
    20% Search Engine Optimization

    Northform, an AI Consulting company, was founded in 2025. The team provides AI Consulting and Content Marketing.

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  • Featured

    What are Featured Providers?

    LaunchPad Lab Logotype

    LaunchPad Lab

    4.8 43 reviews
    Premier 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 versatile software development company specializing in custom web and mobile applications, often utilizing technologies such as Ruby on Rails and Salesforce. Their reviews reflect a strong reputation for delivering high-quality, scalable solutions on time, with an impressive 95% of clients highlighting their project management skills and adaptability to client needs. Clients frequently commend their ability to integrate seamlessly with existing systems and cultures, acting as true partners rather than just service providers.

    See all 43 projects

    Reviews mention Great project management

    Clients consistently praise LaunchPad Lab for their exceptional project management skills. One CEO noted their 'excellent communication' and adherence to project scopes, highlighting weekly meetings that facilitated collaboration. Another client emphasized the team's ability to adapt to evolving needs while maintaining regular communication and meeting deadlines. Overall, clients express high satisfaction, appreciating LaunchPad Lab's commitment to delivering on promises and fostering a productive working relationship.
    • Software & Web Redesign & Dev for Automotive Company
      5.0 Nov 10, 2022

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

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

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

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

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

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

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

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

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

      Read Full Review
    Read All Reviews
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In the last six months, client feedback for LaunchPad Lab highlights their exceptional expertise in AI application development and enterprise solutions. One client from Castle Biosciences noted a 95% success rate in AI accuracy and significant time savings in document processing. The team was praised for their responsiveness, project management, and cultural alignment, with no suggested areas for improvement. Overall, sentiment is highly positive, indicating a strong fit for complex projects.
    Read 1 Recent Review

    Industry Experience

    LaunchPad Lab has received favorable feedback across multiple industries, notably Financial Services, Education, Real Estate, and Automotive. Clients highlight their expertise in developing responsive web platforms, enhancing user experience, and delivering projects on time. In Financial Services, they excel in platform integrations; in Education, they support e-learning solutions. Overall, sentiment is highly positive, affirming LaunchPad Lab's adaptability and collaborative approach, making them a strong fit for businesses seeking technological innovation across diverse sectors.

    Read All Reviews

    Select Industry to see insights

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

    View projects from:

    Chicago, Illinois (23) New York City, New York (2) Omaha, Nebraska (1) Bloomington, Indiana (1) West Lafayette, Indiana (1) Detroit, Michigan (1) Austin, Texas (1) Buffalo, New York (1) Friendswood, Texas (1) Newport Beach, California (1) Commerce City, Colorado (1) Tempe, Arizona (1) Boise, Idaho (1) Waltham, Massachusetts (1) Pittsburgh, Pennsylvania (1)
    View Profile Visit Website
    X2 Labs Logotype

    X2 Labs

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

    Services provided

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

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

    See all 25 projects

    Reviews mention Establish clear expectations

    Clients have expressed positive sentiments regarding X2 Labs' ability to establish clear expectations throughout their projects. For instance, one client highlighted the importance of agreeing on project scope, cost, and delivery time, while emphasizing ongoing collaboration even after app releases. The communication skills of X2 Labs were praised, with clients noting their capacity to understand and enhance project goals, thereby fostering a strong sense of partnership and synergy.
    • iOS & Android App Dev for Education Nonprofit
      5.0 Dec 11, 2020

      We agree on a project scope, cost, and approximate delivery time for each new project, but our endeavor on that particular project doesn’t end with the final release of the app. There are always ongoing improvements. We have a high degree of synergy with them, and their communication skills are excellent, both in terms of understanding where we’re trying to go, and in bringing added value to ideas that we’re not able to communicate clearly. A lot of other development houses would build exactly what we told them to, but that’s not the case with X2 Mobile.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    X2 Labs is very responsive

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

    View projects from:

    United States (12) Romania (7) France (1) Germany (1) Netherlands (1) Saudi Arabia (1) Tanzania (1)
    View Profile Visit Website
    Integris Logotype

    Integris

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

    Services provided

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

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

    See all 93 projects

    Reviews mention Establish clear expectations

    Integris has received positive feedback regarding their ability to establish clear expectations with clients. Clients appreciate the transparent communication and responsiveness of Integris' team, noting that being honest about their needs enhances collaboration. For instance, one client emphasized the importance of open communication to align expectations effectively. Overall, the sentiment reflects satisfaction with Integris' project management, timely responses, and dedication to understanding client requirements.
    • Managed IT Services for Nonprofit Organization
      5.0 Feb 16, 2023

      We have great communication with Integris; they’re responsive and accessible. When we contact Integris, they usually get back to us within a couple of hours. We also have in-person meetings and weekly meetings through Microsoft Teams and Zoom to discuss the project’s priorities and status. Integris meets deadlines and stays on budget.

      Read Full Review
    • Data Center Migration & Management for Engineering Company
      5.0 Mar 11, 2022

      Whenever we have a project ongoing, we set up weekly calls to keep updated and keep the project moving forward. Integris excels at establishing relationships with their clients. They want to provide solutions rather than just sell services.

      Read Full Review
    • IT Consulting & Services for Financial Services Company
      5.0 Mar 9, 2022

      We have a quarterly meeting where they go over what needs to be done, and at the beginning of the year, we look at upcoming projects and scheduling things. Integris is good at monitoring everything going on, which means I don’t have to. They’re also very good at sticking to budget.

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

      Their team is great about organizing their time. For a long time, we were holding weekly calls on status updates. As things leveled out, we dialed those back to every other week. Now, we’re on a monthly basis. They’re great communicators, and we mostly correspond through email.

      Read Full Review
    Read All Reviews

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    More responsive than most other service providers

    Integris is very responsive

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

    View projects from:

    United States (92) Japan (1)
    View Profile Visit Website
  • Beneficial Technology Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    20% Blockchain
    20% Digital Strategy +1 service
    20% Internet & Technology Law

    In Los Angeles, California, Beneficial Technology is a small AI Consulting company. Their services include AI Consulting and Digital Strategy.

    Read more
    View Profile

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  • FlowFusion AI Logotype

    FlowFusion AI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    40% AI Consulting
    40% AI Agents
    20% CRM Consulting and SI

    Based in Nairobi, Kenya, FlowFusion AI is an AI Consulting company. Launched in 2020, the team offers AI Consulting and AI Agents.

    Read more
    View Profile
  • ValiDATA AI Logotype

    ValiDATA AI

    Not yet reviewed

    Undisclosed
    $200 - $300 / hr
    2 - 9

    Services provided

    40% AI Consulting
    30% AI Agents
    30% AI Development

    ValiDATA AI is an AI Consulting company. Their small team is in Sydney, Australia. Their services include AI Consulting and Artificial Intelligence.

    Read more
    View Profile
  • LWE Partners Logotype

    LWE Partners

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    40% Cloud Consulting & SI
    20% IT Strategy Consulting

    LWE Partners, a cloud consulting & SI company, is based in Świdnik, Poland. Their services include cloud consulting & SI and AI Consulting.

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  • Awtom Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    15% AI Agents
    15% AI Development +4 services
    15% Generative AI
    5% Business Consulting
    5% CRM Consulting and SI
    5% ERP Consulting and SI

    Awtom is an AI Consulting company. They are located in Jardim Oceania, Brazil and have small team. They focus on AI Consulting and AI Agents.

    Read more
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  • Digital Balance AI Solutions Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    30% AI Development
    30% BI & Big Data Consulting & SI

    Digital Balance AI Solutions is an AI Consulting company. They are located in Luanda, Angola and have small team. They offer AI Consulting and Artificial Intelligence.

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  • Gourmand AI Labs Logotype

    Not yet reviewed

    $10,000+
    $200 - $300 / hr
    2 - 9
    Boston, MA

    Services provided

    40% AI Consulting
    45% Generative AI
    15% AI Agents

    Gourmand AI Labs, a small Generative AI company, is based in Boston, Massachusetts. The team offers Generative AI and AI Consulting.

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  • AIGENSA Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9
    Wrocław, Poland

    Services provided

    40% AI Consulting
    20% AI Development
    15% AI Agents +4 services
    10% Generative AI
    5% Business Consulting
    5% Custom Software Development
    5% IT Strategy Consulting

    Launched in 2024, AIGENSA is a small Wrocław, Poland-based AI Consulting company. Their team provides AI Consulting and Artificial Intelligence.

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  • AIR Development Consultancy Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Croydon, England

    Services provided

    40% AI Consulting
    25% AI Agents
    25% AI Development +1 service
    10% Robotics Process Automation

    AIR Development Consultancy is an AI Consulting company. Established in 2026, their team focuses on AI Consulting and Artificial Intelligence.

    Read more
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  • Veesta Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    60% Cybersecurity

    Veesta, a Cybersecurity company, is based in Kigali, Rwanda. They specialize in Cybersecurity and AI Consulting.

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  • Palavir Logotype

    Palavir

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    30% Custom Software Development
    30% IT Strategy Consulting

    Palavir, an AI Consulting company, was launched in 2024. The agency provides AI Consulting and IT strategy consulting, and is small.

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  • Aceverse LLC Logotype

    Aceverse LLC

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    60% AI Agents

    Aceverse LLC is a small AI Agents company established in 2026. Their team specializes in AI Agents and AI Consulting.

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  • Origin Wave Logotype

    Origin Wave

    Not yet reviewed

    $25,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    40% AI Consulting
    40% Custom Software Development
    10% UX/UI Design +1 service
    10% Web Development

    Software development company Origin Wave is based in Godalming, England. They specialize in Custom Software Development and AI Consulting.

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  • Pragmatic AI Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    50% AI Development
    10% Business Consulting

    Artificial intelligence firm Pragmatic AI is in Erina, Australia. Founded in 2022, the team focuses on Artificial Intelligence and AI Consulting.

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  • Digiteria Labs Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    30% AI Development
    30% Web Development

    Digiteria Labs is a Toronto, Canada-based AI Consulting company. They specialize in AI Consulting and Artificial Intelligence and were launched in 2024.

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  • QuAInt Solutions Logotype

    QuAInt Solutions

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    20% AI Agents
    10% BI & Big Data Consulting & SI +3 services
    10% Enterprise App Modernization
    10% Generative AI
    10% Other Application Development

    QuAInt Solutions is an AI Consulting company. The team specializes in AI Consulting and AI Agents, and the company is headquartered in Millgrove, Canada.

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  • OficinaDeIA Logotype

    OficinaDeIA

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    40% AI Development
    20% AI Agents

    Located in Lisbon, Portugal, OficinaDeIA is a small artificial intelligence development company. The team offers Artificial Intelligence and AI Consulting.

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  • APEXX AI Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    60% AI Agents

    Small AI Agents company APEXX AI, is in Phoenix, Arizona. Their services include AI Agents and AI Consulting.

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  • Optivus Technologies Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Gurugram, India

    Services provided

    40% AI Consulting
    30% AI Agents
    30% AI Development

    Optivus Technologies is an AI Consulting company established in 2025. The small team specializes in AI Consulting and Artificial Intelligence.

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  • VGTech Logotype

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    2 - 9
    Singapore, Singapore

    Services provided

    40% AI Consulting
    30% AI Agents
    20% AI Development +1 service
    10% Generative AI

    AI Consulting company VGTech was founded in 2025. The company specializes in AI Consulting and AI Agents.

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  • FreeFlow Automations Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    30% Generative AI
    20% AI Agents +1 service
    10% Other IT Consulting and SI

    Small AI Consulting company FreeFlow Automations, is in Tallinn, Estonia. Their services include AI Consulting and Generative AI.

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  • KIMI GmbH – KI Beratungsgesellschaft Logotype

    Not yet reviewed

    Undisclosed
    $200 - $300 / hr
    2 - 9
    Berlin, Germany

    Services provided

    40% AI Consulting
    30% Business Consulting
    20% IT Strategy Consulting +1 service
    10% AI Development

    Founded in 2025, KIMI GmbH – KI Beratungsgesellschaft is an AI Consulting company. The team specializes in AI Consulting and Business Consulting and is located in Berlin, Germany.

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  • Pipeline Labs Australia Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Bilgola Plateau, Australia

    Services provided

    40% AI Consulting
    30% AI Development
    10% AI Agents +3 services
    10% Marketing Strategy
    5% Branding
    5% Generative AI

    Pipeline Labs Australia, an AI Consulting company, was founded in 2025. The team offers AI Consulting and Artificial Intelligence and is located in Bilgola Plateau, Australia.

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  • Dialogik Labs L Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Bogotá, Colombia

    Services provided

    40% AI Consulting
    25% AI Agents
    20% Custom Software Development +1 service
    15% Web Development

    Dialogik Labs L is a small AI Consulting company launched in 2024. Their services include AI Consulting and AI Agents.

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  • Artificial Frontiers Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    20% AI Development
    20% Business Consulting +1 service
    20% IT Strategy Consulting

    Artificial Frontiers is an AI Consulting company. The team specializes in AI Consulting and Artificial Intelligence, and the agency is based in New York, New York.

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  • Nutropic AI Logotype

    Nutropic AI

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    15% AI Agents
    15% AI Development +2 services
    15% Generative AI
    15% IT Strategy Consulting

    Nutropic AI is an AI Consulting company launched in 2026. The team provides AI Consulting and Artificial Intelligence.

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  • Atfenix Data Center Logotype

    Atfenix Data Center

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    40% AI Consulting
    30% AI Development
    20% Generative AI +1 service
    10% AI Agents

    AI Consulting company Atfenix Data Center was established in 2023. The team offers AI Consulting and Artificial Intelligence and is located in Bangalore Karnataka, India.

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  • Synaptica Group LLC Logotype

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9
    Dubai, United Arab Emirates

    Services provided

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

    Synaptica Group LLC is a Dubai, United Arab Emirates-based AI company. They specialize in Artificial Intelligence and AI Consulting and were launched in 2025.

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  • NeuroAI Consulting Logotype

    Not yet reviewed

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

    Services provided

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

    Founded in 2026, NeuroAI Consulting is an AI Consulting company. Based in Bălteni, Romania, the team specializes in AI Consulting and Artificial Intelligence.

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  • MarketingSprint.io Logotype

    MarketingSprint.io

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    15% AI Agents
    15% Content Marketing +2 services
    15% Digital Strategy
    15% Generative AI

    MarketingSprint.io is an AI Consulting company. The team focuses on AI Consulting and AI Agents, and the company is headquartered in Cheyenne, Wyoming.

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  • Abbix Ai Logotype

    Abbix Ai

    Not yet reviewed

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

    Services provided

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

    Launched in 2016, Abbix Ai is a small AI Consulting company. Their team specializes in AI Consulting and Generative AI.

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  • Elova AI Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    30% AI Agents
    15% Business Consulting +2 services
    10% Other Digital Marketing
    5% Search Engine Optimization

    Headquartered in Laval, Canada, Elova AI is an AI Consulting company. They specialize in AI Consulting and AI Agents and were launched in 2021.

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  • ZEROARC AI Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    40% AI Agents
    20% Marketing Strategy

    AI Consulting company ZEROARC AI was launched in 2025. The team focuses on AI Consulting and AI Agents.

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  • Orbit Labs Logotype

    Orbit Labs

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    30% Generative AI
    20% Marketing Strategy +1 service
    10% Direct Marketing

    Orbit Labs is an AI Consulting company. Located in Miami, Florida, the team provides AI Consulting and Generative AI.

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  • Brenda AI Consulting Logotype

    Brenda AI Consulting

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    30% Generative AI
    20% AI Development +1 service
    10% AI Agents

    Brenda AI Consulting, an AI Consulting company, offers AI Consulting and Generative AI. The agency is headquartered in Frankfurt am Main, Germany.

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  • Synqed AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Lagos, Nigeria

    Services provided

    40% AI Consulting
    40% AI Development
    10% BI & Big Data Consulting & SI +1 service
    10% CRM Consulting and SI

    Synqed AI is a Lagos, Nigeria-based AI Consulting company. They specialize in AI Consulting and Artificial Intelligence and were founded in 2026.

    Read more
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  • Antral Brand Consultancy Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    25% Search Engine Optimization
    15% AI Development +2 services
    10% Advertising
    10% Digital Strategy

    Antral Brand Consultancy, an AI Consulting company, was founded in 2026. The firm offers AI Consulting and Search Engine Optimization.

    Read more
    View Profile
  • MADNESS Logotype

    Not yet reviewed

    $5,000+
    $300+ / hr
    2 - 9
    Sharjah, United Arab Emirates

    Services provided

    40% AI Consulting
    25% IT Strategy Consulting
    15% Business Consulting +3 services
    10% AI Agents
    5% AI Development
    5% Generative AI

    AI Consulting company MADNESS was founded in 2023. Based in Sharjah, United Arab Emirates, the team focuses on AI Consulting and IT strategy consulting.

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  • AIVIOS Solutions Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    25% Digital Strategy
    20% Search Engine Optimization +1 service
    15% Content Marketing

    AIVIOS Solutions, a small AI Consulting company, is in Denver, Colorado. The team focuses on AI Consulting and Digital Strategy.

    Read more
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  • Aidiven Logotype

    Aidiven

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

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

    Aidiven is an AI Consulting company. Founded in 2026, the agency is located in Pokhara, Nepal. Their team focuses on AI Consulting and Generative AI.

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  • Neuagency Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    35% AI Agents
    10% Generative AI +2 services
    10% IT Managed Services
    5% Cloud Consulting & SI

    Neuagency is an AI Consulting company. Based in München, Germany, the team focuses on AI Consulting and AI Agents.

    Read more
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  • NestLine Automation Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    25% AI Agents
    15% AI Development +2 services
    10% Performance Marketing
    10% Web Design

    AI Consulting company NestLine Automation was established in 2026. The team specializes in AI Consulting and AI Agents.

    Read more
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  • VedNex Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    45% AI Development
    10% Web Design +1 service
    5% Cybersecurity

    Artificial intelligence development company VedNex was established in 2025. Located in Point Cook, Australia, the team offers Artificial Intelligence and AI Consulting.

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  • CMore Flo Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    St. Petersburg, FL

    Services provided

    40% AI Consulting
    20% AI Development
    20% Business Consulting +2 services
    10% AI Agents
    10% IT Strategy Consulting

    CMore Flo is an AI Consulting company established in 2026. The team provides AI Consulting and Artificial Intelligence.

    Read more
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  • Nurdai Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    25% Digital Strategy
    15% Marketing Strategy +2 services
    10% Branding
    10% Generative AI

    Nurdai is a small AI Consulting company founded in 2019. Their team focuses on AI Consulting and Digital Strategy.

    Read more
    View Profile
  • The HumAIn Impact Logotype

    The HumAIn Impact

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    20% HR Consulting
    15% Generative AI +3 services
    10% AI Agents
    10% Corporate Training & Coaching
    5% Recruiting

    Launched in 2026, The HumAIn Impact is an AI Consulting company. The team specializes in AI Consulting and HR Consulting and is based in Rose Bay, Australia.

    Read more
    View Profile
  • Arkwright Logotype

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    20% AI Agents
    20% AI Development +2 services
    10% IT Staff Augmentation
    10% IT Strategy Consulting

    Arkwright is an AI Consulting company. The Brierfield, England-based agency was founded in 2026. Their team provides AI Consulting and Artificial Intelligence.

    Read more
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  • Nexum Intelligence Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    2 - 9
    Québec, Canada

    Services provided

    40% AI Consulting
    30% AI Agents
    30% AI Development

    Nexum Intelligence is a small AI Consulting company. They offer AI Consulting and Artificial Intelligence and were launched in 2024.

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

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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 – AI, Data, & Product
2 HatchWorks AI
3 RebelDot
4 Dotsquares
5 DianApps
6 Dualboot Partners
7 DOOR3
8 tkxel
9 Intuz
10 Neoteric
11 Opinov8 Digital and Engineering Solutions
12 Integris
13 blackthorn.ai
14 NineTwoThree AI Studio
15 SOLTECH

List of the Top 15 AI Consulting Firms

  1. Cheesecake Labs – AI, Data, & Product Logotype

    Cheesecake Labs – AI, Data, & Product

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

    Ability to deliver

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

    Service focus

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

    HatchWorks AI

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

    Ability to deliver

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

    Service focus

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

    RebelDot

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

    Ability to deliver

    38.6/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

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

    Dotsquares

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

    Ability to deliver

    38.2/40.0
    18.8/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  5. DianApps Logotype

    DianApps

    $10,000+
    $25 - $49 / hr
    50 - 249
    Gurugram, India

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  6. Dualboot Partners Logotype

    Dualboot Partners

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

    Ability to deliver

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

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  7. DOOR3 Logotype

    DOOR3

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

    Ability to deliver

    38.7/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

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

    tkxel

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

    Ability to deliver

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

    Service focus

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

    Opinov8 Digital and Engineering Solutions

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

    Ability to deliver

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

    Service focus

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

    Integris

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

    Ability to deliver

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

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  13. blackthorn.ai Logotype

    blackthorn.ai

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

    Ability to deliver

    38.9/40.0
    19.4/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  14. NineTwoThree AI Studio Logotype

    NineTwoThree AI Studio

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

    Ability to deliver

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

    Service focus

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

    SOLTECH

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

    Ability to deliver

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

    Service focus

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

    Deviniti

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

    Ability to deliver

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

    Service focus

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

    Softermii

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

    Ability to deliver

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

    Service focus

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

    xfive

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

    Ability to deliver

    38.9/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    20% AI Consulting
    80% Other
    View Profile Visit Website
  21. Zallpy Digital Logotype

    Zallpy Digital

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

    Ability to deliver

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

    Service focus

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

    Sigmoidal LLC

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

    Ability to deliver

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

    Service focus

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

    GLOBALDEV

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

    Ability to deliver

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

    Service focus

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

    Cody Solutions

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

    Ability to deliver

    36.3/40.0
    18/20 Reviews
    10/10 Clients & Experience
    8.3/10 Market Presence

    Service focus

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

    BotsCrew

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

    Ability to deliver

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

    Service focus

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

    Symphony Solutions

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

    Ability to deliver

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

    Service focus

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

    Future Processing

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

    Ability to deliver

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

    Service focus

    10% AI Consulting
    90% Other
    View Profile Visit Website
  28. Addepto (Part of KMS Technology) Logotype

    Addepto (Part of KMS Technology)

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

    Ability to deliver

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

    Service focus

    35% AI Consulting
    65% Other
    View Profile Visit Website
  29. Netguru Logotype

    Netguru

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

    Ability to deliver

    39/40.0
    19/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

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

    Closeloop Technologies LLC

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

    Ability to deliver

    37/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website

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AI Consulting FAQs

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

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

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

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

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

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

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