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Top AI Consultants

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

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

Ratings Updated: September 9, 2026
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9,798 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

    Reviews mention Hard working

    Clients consistently commend Opinov8 for their hardworking nature and responsiveness. One client highlighted their impressive work ethic, stating, 'They work hard, and they’re very responsive,' and noted their willingness to address issues promptly, even on weekends. The disciplined approach to unit testing and adherence to Agile methodologies further underscore their commitment to delivering quality results. Overall, feedback reflects a strong sentiment of appreciation for the dedication and effort put forth by the Opinov8 team.
    • Mobile App & Platform Dev for Employee Payment Application
      5.0 Oct 5, 2021

      Opinov8’s work ethic is impressive; they work hard, and they’re very responsive. I can call any of them on a Saturday afternoon if I have a problem, and they will fix it immediately for me.

      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

    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

    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.
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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 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

    Industry Experience

    Emergent Software has demonstrated expertise across diverse industries including legal, medical, financial services, manufacturing, and utilities. Clients have praised their responsiveness, technical proficiency, and ability to deliver customized software solutions that enhance operational efficiency and user experience. Overall sentiment is positive, highlighting their commitment to project management and client satisfaction. Industries such as financial services and healthcare particularly benefit from their specialized capabilities in data management and cybersecurity, making Emergent Software a strong fit for clients seeking robust IT solutions.

    Read All Reviews

    Select Industry to see insights

    Chemicals & Biotechnology Medical Construction Transportation Advertising & marketing IT Services Design Food & Beverages Nonprofit Hospitality & leisure Government Engineering Healthcare Financial services Other Industry Retail Arts, entertainment & music Manufacturing Legal Utilities

    More responsive than most other service providers

    Emergent 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:

    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)
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    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

    Industry Experience

    PowerGate Software has demonstrated significant expertise across various industries, including Education, Information Technology, Real Estate, Financial Services, Sports, and Medical sectors. Feedback highlights their strengths in software development, technical project management, and responsive communication. Clients commend their ability to deliver high-quality products on time, fostering ongoing partnerships. Overall sentiment is positive, with clients appreciating their alignment with project goals and effective problem-solving capabilities, making PowerGate a suitable choice for diverse project needs.

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    Select Industry to see insights

    Real estate Information technology Healthcare Other Industry Sports Software Automotive Financial services Human Resources Retail Consumer Products Business services Consulting Education IT Services Other industries Medical

    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
  • Miles Ventures Logotype

    Miles Ventures

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% Content Marketing
    25% Ecommerce Marketing +1 service
    25% Social Media Marketing

    Miles Ventures is a social media marketing firm. In Dubai, United Arab Emirates, the company was founded in 2025. Their team focuses on Social Media Marketing and Content Marketing.

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  • Marcin Sarnowski Logotype

    Not yet reviewed

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

    Services provided

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

    Marcin Sarnowski is an artificial intelligence firm. The team provides Artificial Intelligence and AI Consulting and is in Gdynia, Poland.

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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 Hard working

    Clients have consistently praised LaunchPad Lab for their hard work and dedication. For instance, one client highlighted their prompt delivery of project milestones despite time constraints, noting that the team valued feedback and created additional mockups to enhance user experience. Another client commended their diligence and ability to conceptualize and execute solutions effectively, stating that they always provide creative responses to challenges. Overall, the sentiment reflects a strong appreciation for the team's commitment and work ethic.
    • Web App Dev for University Museum
      5.0 Jun 28, 2021

      LaunchPad Lab was a dedicated team that promptly provided the deliverables we needed, even when they encountered some time constraints. They valued our feedback and created extra mockups or features that augmented the web app’s UX. They quickly understood our project requirements and their complexities. We were an art institution with different goals and preferences, and LaunchPad Lab’s team exerted a lot of effort to comprehend those deeply.

      Read Full Review
    • Web & Platform Dev for Scholarship-Granting Organization
      5.0 May 4, 2020

      They did a great job conceptualizing the project and executing it. The process has been very iterative, and whenever we tell them we need something, they discuss amongst themselves and create a solution. They primarily use Asana, so we use that to make comments or point out any changes. They’ve been very diligent, and it’s clear they’ve bought into our mission.

      Read Full Review
    Read All Reviews

    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

    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 good value for money, often highlighting their competitive pricing and high-quality deliverables. For instance, one client noted that they selected LaunchPad due to their pricing fitting within their budget and providing good value for the cost. Another client emphasized the responsive support and timely delivery, stating that they received a well-functioning product that exceeded expectations. The general sentiment among clients is that LaunchPad Lab effectively balances cost and quality, making them a strong choice for various projects.
    Read All Reviews

    More responsive than most other service providers

    LaunchPad Lab is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
    View 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
    1 of 1 reviews is 5 stars
    Unknown avg. project cost

    Reviewed 1 time in the past 6 months

    In the last six months, X2 Labs has received overwhelmingly positive feedback from clients, particularly for their dedication and expertise. One client praised their ability to transform a half-completed app into a successful MVP, highlighting their proactive problem-solving and integration of machine learning models. Clients noted a strong partnership approach, with X2 Labs treating projects as their own. Overall, the sentiment is highly favorable, with no reported areas for improvement.
    Read 1 Recent Review

    Industry Experience

    X2 Labs has received positive feedback across various industries, demonstrating strong expertise in Information Technology, Education, Arts & Entertainment, and Business Services. Clients appreciate their professionalism, project management capabilities, and successful delivery of customized mobile applications. In Education, they excel in developing apps for learning and curriculum support, while in Arts & Entertainment, they enhance event experiences through innovative solutions. Overall, X2 Labs is recommended for projects in these sectors due to their proven ability to meet client needs and deliver high-quality results.

    Read All Reviews

    Select Industry to see insights

    Arts, entertainment & music Other industries Business services eCommerce Government Software Information technology Education Sports

    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

    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 Experienced

    Integris has received overwhelmingly positive feedback from clients, particularly regarding their exceptional project management and customer experience. One client highlighted a significant increase in internet speeds and a reduction in hardwired connections, which improved operational efficiency. The team's proactive approach and deep understanding of client needs were frequently praised, with one reviewer stating that Integris went 'above and beyond' expectations. Overall, clients express high satisfaction with Integris's commitment to delivering tailored solutions and effective support.
    • Managed IT Support for Religious Institution
      5.0 Nov 10, 2022

      Aside from that, their team of account managers has a really great width of experience. They were able to find someone who has a lot of relevant knowledge in our area, so choosing them was a very easy decision just because of how they hire their account managers and their expertise. Just interacting with them has been so amazing, and we love the way that we work together.

      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

    Recent reviews indicate a strong overall sentiment towards Integris, highlighting their high-quality team and responsive service. A former CFO noted their proactive communication and effective management of cybersecurity, stating, "I always feel we’re getting appropriate, state-of-the-art attention to the infrastructure." Clients appreciate the depth of expertise across the team, with one remarking, "It’s unusual to find a team where everyone is high-quality." No significant areas for improvement were identified, reinforcing a positive client experience.
    Read 1 Recent Review

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

    Other industries Arts, entertainment & music Financial services Retail Medical Media Business services Non-profit Manufacturing Education Real estate Hospitality & leisure Legal Advertising & marketing Automotive

    More responsive than most other service providers

    Integris is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
    View Profile Visit Website
  • AI Taggers Pty Ltd. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Sydney, Australia

    Services provided

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

    AI Taggers Pty Ltd. Is a Sydney, Australia-based AI development company. Established in 2020, the team offers Artificial Intelligence and AI Consulting.

    Read more
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  • Nexia Capital Logotype

    Nexia Capital

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

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

    Nexia Capital is a Paraná, Argentina-based AI development company. They offer Artificial Intelligence and AI Consulting.

    Read more
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  • Accoured Logotype

    Accoured

    Not yet reviewed

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

    Services provided

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

    Founded in 2025, Accoured is a small artificial intelligence development company. Their services include Artificial Intelligence and AI Consulting.

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  • Mutekra Global Innovations (OPC) PVT. LTD. Logotype

    Mutekra Global Innovations (OPC) PVT. LTD.

    Not yet reviewed

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

    Services provided

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

    Mutekra Global Innovations (OPC) PVT. LTD. Is an artificial intelligence firm headquartered in Gurugram, India. They provide Artificial Intelligence and AI Consulting.

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  • Attah Digital Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Newstead, Australia

    Services provided

    25% AI Consulting
    25% Branding
    25% Web Design +1 service
    25% Web Development

    Launched in 2023, Attah Digital is a branding firm. The team specializes in Branding and Web Design.

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  • Empowrd AI Logotype

    Empowrd AI

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% HR Consulting
    25% IT Strategy Consulting +1 service
    25% Marketing Strategy

    Empowrd AI, a small Marketing Strategy company, is located in Dubai Silicon Oasis, United Arab Emirates. Their services include Marketing Strategy and IT strategy consulting.

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  • Nurturist AI Logotype

    Nurturist AI

    Not yet reviewed

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

    Services provided

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

    Launched in 2024, Nurturist AI is an artificial intelligence development company. The agency provides Artificial Intelligence and AI Consulting.

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  • Orange Sands Logotype

    Orange Sands

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Consulting
    50% Custom Software Development
    25% IT Strategy Consulting

    Orange Sands, a software development firm, was established in 2024. The agency specializes in Custom Software Development and IT strategy consulting, and is small.

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  • ElevateSP Logotype

    ElevateSP

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Agents
    25% AI Development +1 service
    25% Sales Outsourcing

    Established in 2025, ElevateSP is an artificial intelligence firm. Their services include Artificial Intelligence and Sales Outsourcing.

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  • Jedi AI Agency Logotype

    Jedi AI Agency

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    50% AI Agents
    25% AI Development

    Jedi AI Agency is an AI Agents company. Launched in 2020, the firm is in Aliso Viejo, California. Their team provides AI Agents and Artificial Intelligence.

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  • Arbor AI Studio Logotype

    Not yet reviewed

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

    Services provided

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

    Located in Dhaka, Bangladesh, Arbor AI Studio is an artificial intelligence development company. Founded in 2025, the team offers Artificial Intelligence and AI Consulting.

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  • Answer Flow AI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Ottawa, Canada

    Services provided

    25% AI Consulting
    75% AI Agents

    Answer Flow AI is an AI Agents company. Founded in 2025, the agency is located in Ottawa, Canada. Their services include AI Agents and AI Consulting.

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  • AIL Agency Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Warszawa, Poland

    Services provided

    25% AI Consulting
    35% AI Development
    30% AI Agents +1 service
    10% Generative AI

    Launched in 2023, AIL Agency is a small AI development company located in Warszawa, Poland. Their team offers Artificial Intelligence and AI Agents.

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  • Frenxt Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Agents
    25% AI Development +1 service
    25% Custom Software Development

    Custom software development company Frenxt provides Custom Software Development and Artificial Intelligence. They were established in 2025.

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  • ERP & AI Consultant and Developer Logotype

    ERP & AI Consultant and Developer

    Not yet reviewed

    $250,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Agents
    25% AI Development +1 service
    25% Custom Software Development

    Founded in 2023, ERP & AI Consultant and Developer is an artificial intelligence development company. The agency provides Artificial Intelligence and AI Consulting.

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  • VANGUARD-IA Logotype

    Not yet reviewed

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

    Services provided

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

    VANGUARD-IA is an artificial intelligence firm launched in 2025. The firm provides Artificial Intelligence and AI Consulting.

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  • Xore Technologies Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Bengaluru, India

    Services provided

    25% AI Consulting
    40% AI Agents
    25% Generative AI +1 service
    10% ERP Consulting and SI

    Xore Technologies is an AI Agents company. In Bengaluru, India, the company was established in 2025. Their team focuses on AI Agents and Generative AI.

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  • Sythe Labs Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% Computer Engineering
    25% Cybersecurity +1 service
    25% IT Managed Services

    Founded in 2023, Sythe Labs, a small Cybersecurity company, is in Bailey, Colorado. Their team focuses on Cybersecurity and AI Consulting.

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  • Solve8 IT Services Logotype

    Solve8 IT Services

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

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

    AI firm Solve8 IT Services was launched in 2014. The agency focuses on Artificial Intelligence and AI Consulting.

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  • AI-in-Sales Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Agents
    25% Business Consulting +1 service
    25% CRM Consulting and SI

    AI-in-Sales is a small AI Consulting company. They specialize in AI Consulting and CRM consulting and SI and were founded in 2026.

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  • Alra Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9
    Stahovica, Slovenia

    Services provided

    25% AI Consulting
    25% AI Agents
    25% Generative AI +5 services
    5% AI Development
    5% Digital Strategy
    5% Email Marketing
    5% SMS Marketing
    5% Web Design

    Generative AI company Alra was launched in 2025. The team offers Generative AI and AI Consulting and is based in Stahovica, Slovenia.

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  • KLYMO Logotype

    KLYMO

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Agents
    20% Generative AI +2 services
    15% AI Development
    15% Custom Software Development

    KLYMO is an AI Consulting company. Located in Kyiv, Ukraine, their small team focuses on AI Consulting and AI Agents. The firm was founded in 2024.

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  • Product In Your Pocket Logotype

    Product In Your Pocket

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    20% AI Development
    15% AI Agents +3 services
    15% Mobile App Development
    15% Web Development
    10% Custom Software Development

    Launched in 2025, Product In Your Pocket is an AI Consulting company. The team specializes in AI Consulting and Artificial Intelligence.

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  • Insiyak Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    50% Generative AI
    25% AI Development

    Established in 2023, Insiyak is a Generative AI company. The team provides Generative AI and Artificial Intelligence.

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  • Syntora Logotype

    Syntora

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Agents
    20% API Development +3 services
    15% Generative AI
    10% AI Development
    5% IT Strategy Consulting

    Syntora is a small AI Consulting company. Established in 2025, the team focuses on AI Consulting and AI Agents.

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  • Aethyrn Logotype

    Aethyrn

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    25% AI Consulting
    20% AI Agents
    20% AI Development +4 services
    15% Generative AI
    10% BI & Big Data Consulting & SI
    5% Cloud Consulting & SI
    5% Cybersecurity

    Established in 2024, Aethyrn is a small New Milford, New Jersey-based AI Consulting company. Their team specializes in AI Consulting and Artificial Intelligence.

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  • threedots Logotype

    threedots

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    25% AI Consulting
    25% AI Agents
    20% Custom Software Development +2 services
    20% Web Development
    10% IT Strategy Consulting

    Threedots is an AI Consulting company founded in 2026. The agency specializes in AI Consulting and AI Agents.

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  • Nodewize Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    40% AI Agents
    25% Low/No Code Development +1 service
    10% IT Strategy Consulting

    Nodewize is an AI Agents company. The Andernach, Germany-based company was founded in 2025. Their services include AI Agents and AI Consulting.

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  • Tracepoint Intelligence Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    40% Compliance Consulting
    20% Cybersecurity +1 service
    15% Corporate Training & Coaching

    Tracepoint Intelligence, a Compliance Consulting company, was established in 2025. The agency specializes in Compliance Consulting and AI Consulting.

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  • Airestream Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% Marketing Strategy
    20% Search Engine Optimization +3 services
    15% Conversion Optimization
    10% AI Development
    5% Content Marketing

    Airestream is a Leeds, England-based Marketing Strategy company. Founded in 2025, the team provides Marketing Strategy and AI Consulting.

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  • Siglance Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    20% Custom Software Development +2 services
    20% Generative AI
    10% AI Agents

    AI development company Siglance offers Artificial Intelligence and AI Consulting. They were established in 2025.

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  • Carbon Data Solutions Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    Cape Town, South Africa

    Services provided

    25% AI Consulting
    25% IT Strategy Consulting
    25% Staffing +3 services
    10% AI Development
    10% BI & Big Data Consulting & SI
    5% Recruiting

    Based in Cape Town, South Africa, Carbon Data Solutions is an IT strategy consulting company. They specialize in IT strategy consulting and AI Consulting and were established in 2024.

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  • Leveria Logotype

    Not yet reviewed

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

    Services provided

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

    Leveria, an AI Consulting company, was launched in 2025. Based in Paris, France, the team focuses on AI Consulting and Artificial Intelligence.

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  • TracyChat Logotype

    TracyChat

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    40% AI Development
    25% Generative AI +1 service
    10% AI Agents

    TracyChat is an AI company. The Ottawa, Canada-based company was launched in 2024. Their services include Artificial Intelligence and AI Consulting.

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  • LevelEight Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    15% AI Agents +3 services
    15% Custom Software Development
    15% Web Development
    5% Mobile App Development

    LevelEight, an AI company, is located in Sydney, Australia. Their services include Artificial Intelligence and AI Consulting.

    Read more
    View Profile
  • nuBeam Gen Logotype

    Not yet reviewed

    $5,000+
    $300+ / hr
    2 - 9
    McLean, VA

    Services provided

    25% AI Consulting
    50% Demand Generation Marketing
    25% Business Consulting

    NuBeam Gen, a Demand Generation Marketing company, was founded in 2024. The team offers Demand Generation Marketing and AI Consulting and is in McLean, Virginia and Longwood, Florida.

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  • VNMSFX Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    New York, NY

    Services provided

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

    Founded in 2024, VNMSFX is a small New York, New York-based AI Agents company. Their team focuses on AI Agents and AI Consulting.

    Read more
    View Profile
  • Advancer Limited Logotype

    Advancer Limited

    Not yet reviewed

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

    Services provided

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

    Advancer Limited is an AI company founded in 2023. In Wellington, New Zealand, the team specializes in Artificial Intelligence and AI Consulting.

    Read more
    View Profile
  • Elevated AI Consulting Logotype

    Elevated AI Consulting

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% Web Design
    15% AI Development +3 services
    15% Generative AI
    10% Content Marketing
    10% Digital Strategy

    Elevated AI Consulting is an AI Consulting company. Located in Cleveland, Ohio, their team specializes in AI Consulting and Web Design.

    Read more
    View Profile
  • Nauczymy Cię AI Logotype

    Nauczymy Cię AI

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Agents
    25% Corporate Training & Coaching +1 service
    25% Generative AI

    Small AI Consulting company Nauczymy Cię AI, is located in Wrocław, Poland. The team provides AI Consulting and Generative AI.

    Read more
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  • Quikwink solutions Logotype

    Quikwink solutions

    Not yet reviewed

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

    Services provided

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

    Quikwink solutions is an AI company launched in 2025. The small team specializes in Artificial Intelligence and AI Consulting.

    Read more
    View Profile
  • Smart AI Solutions Logotype

    Smart AI Solutions

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    15% AI Agents +5 services
    10% Generative AI
    10% Web Development
    5% Content Marketing
    5% Email Marketing
    5% Social Media Marketing

    Smart AI Solutions is an artificial intelligence firm. They are located in Cape Town, South Africa and have small team. They specialize in Artificial Intelligence and AI Consulting.

    Read more
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  • Satori ML AB Logotype

    Satori ML AB

    Not yet reviewed

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

    Services provided

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

    Satori ML AB is a small Dala-Järna, Sweden-based AI Agents company. The team offers AI Agents and Generative AI.

    Read more
    View Profile
  • Birmingham AEO Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    50% Search Engine Optimization
    25% Digital Strategy

    Birmingham AEO is a SEO services firm. Founded in 2025, the team focuses on Search Engine Optimization and Digital Strategy.

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  • Accelerra Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Timnath, CO

    Services provided

    25% AI Consulting
    25% BI & Big Data Consulting & SI
    25% Business Consulting +1 service
    25% IT Strategy Consulting

    Launched in 2025, Accelerra is an IT strategy consulting company. The firm offers IT strategy consulting and BI & big data consulting & SI.

    Read more
    View Profile
  • Joinble Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Agents
    20% AI Development +3 services
    10% IT Strategy Consulting
    10% Mobile App Development
    10% Web Development

    In Madrid, Spain, Joinble is an AI Consulting company. They provide AI Consulting and AI Agents and were established in 2026.

    Read more
    View Profile
  • Duo Creative Labs Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% Web Design
    20% AI Development +3 services
    10% Digital Strategy
    10% Social Media Marketing
    10% Web Development

    Duo Creative Labs, a small web design agency, is headquartered in Chestermere, Canada. Their services include Web Design and AI Consulting.

    Read more
    View Profile
  • OpSprint Logotype

    OpSprint

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    25% AI Consulting
    30% AI Development
    20% Corporate Training & Coaching +2 services
    15% AI Agents
    10% Generative AI

    OpSprint is an artificial intelligence company. Their team is headquartered in Dubai, United Arab Emirates and focuses on Artificial Intelligence and AI Consulting.

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

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

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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
  17. 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

    35% AI Consulting
    65% Other
    View Profile Visit Website
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  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. AE Studio Logotype

    AE Studio

    $25,000+
    Undisclosed
    50 - 249
    Marina del Rey, CA

    Ability to deliver

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

    Service focus

    30% AI Consulting
    70% Other
    View Profile Visit Website
  30. 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

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Companies rush to deploy AI, but the real challenge isn't the technology—it's strategy. Discover why picking the right use case matters most.

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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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