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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 11, 2026
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9,866 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.

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    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

    More responsive than most other service providers

    Opinov8 Digital and Engineering Solutions is very responsive

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

    View projects from:

    United States (8) England (8) Denmark (2) Germany (2)
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    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

    Reviews mention High-quality work

    Emergent Software consistently receives high praise for delivering high-quality work across various projects. Clients commend their outstanding performance, noting that their work has significantly improved operational metrics, such as uptime and security assessment scores. One client highlighted the team's exceptional responsiveness and integrity, stating that everything requested was executed flawlessly. Another emphasized that Emergent's deliverables not only met but often exceeded expectations, contributing to repeat business opportunities. Overall, the sentiment towards Emergent Software's quality of work is overwhelmingly positive.
    • Managed IT Services for Financial Services Company
      5.0 Jul 3, 2023

      Emergent Software has helped us save costs in our operations, and their work quality is outstanding — we turn projects over to them as often as possible. Emergent Software has shown an extremely high level of confidence. All of Emergent Software’s staff is top-tier, and they clearly stay up with the industry and their education.

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    • Managed DBA Services for Plumbing Manufacturing Company
      5.0 Sep 16, 2022

      Their monitoring tool gives me metrics of the servers’ performance, showing that the team has our servers tuned to work exceptionally well. Emergent Software excels at helping me prioritize work. Moreover, the team is very consistent in quality and responsiveness.

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    • E-Commerce Dev & Salesforce Integration for Marketing Agency
      5.0 Dec 9, 2020

      To date, deliverables have been bug-free and rock solid. They’ve got a pretty refined software development life cycle (SDLC) and they have always met our expectations and our customers’ expectations. Their level of service and professionalism makes them stand out.

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    • Data-Sync System Dev for Medical Device Company
      5.0 Apr 22, 2022

      Everything that we ask Emergent to do works 100%. The data-sync system they’ve created pulls the exact data that we want. We’ve experienced bugs, but the team has been responsive and has a great sense of urgency. Overall, the team has been highly responsive, and working with all of them has been a pleasure.

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    • Multiple Dev Projects for IT Consultancy
      5.0 Nov 8, 2017

      Their code is top-notch and every project they’ve worked on has met or exceeded expectations. In the case of the survey project, their initial deliverables were on time, and of such high quality that we continue to do additional projects with the same client. I’ve been in IT a long time and I’m always impressed with the quality of their deliverables.

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    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.
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    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

    Reviews mention Honest

    Clients consistently praised PowerGate Software for their honesty and transparency throughout the development process. One CEO noted that the team treated their project as if it were their own, demonstrating a high level of engagement and commitment. Feedback highlighted their proactive communication and willingness to provide valuable suggestions, fostering a collaborative atmosphere. Overall, the sentiment reflects a strong appreciation for PowerGate's integrity and dedication to aligning with client goals.
    • Cybersecurity, Dev & Design for Cybersecurity Platform
      5.0 May 26, 2025

      The people. Skilled, honest, and fully engaged, they treated our project like their own. What mattered most was PowerGate's openness to feedback, ability to adapt, and mindset of improving with every iteration. That spirit alone speaks volumes.

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    Read All Reviews
    0 of 1 reviews is 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 1 time in the past 6 months

    In recent reviews, clients praised PowerGate Software for their flexibility and timely delivery, highlighting their successful development of a patient companion app for BioOra Ltd. The team demonstrated openness to scope refinements and additional features. However, some feedback indicated a need for improved detail in project scope definitions and documentation, as clients desired clearer descriptions of deliverables and timelines.
    Read 1 Recent Review

    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.

    Read All Reviews

    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

    View projects from:

    New Zealand (6) Australia (5) Vietnam (5) United States (5) Saudi Arabia (2) Netherlands (1) Singapore (1) Switzerland (1)
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  • ClusterX AI Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    10 - 49
    Jaipur, India

    Services provided

    15% AI Consulting
    25% AI Development
    20% AI Agents +4 services
    10% Application Testing
    10% Custom Software Development
    10% Data Annotation Services
    10% Generative AI

    Launched in 2024, ClusterX AI is a small artificial intelligence development company based in Jaipur, India. Their team focuses on Artificial Intelligence and AI Agents.

    Read more
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  • NEROCUBE Logotype

    NEROCUBE

    Not yet reviewed

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

    Services provided

    15% AI Consulting
    40% AI Development
    20% AI Agents +2 services
    15% Custom Software Development
    10% Web Development

    Artificial intelligence development company NEROCUBE is in Lviv, Ukraine. Established in 2025, the team specializes in Artificial Intelligence and AI Agents.

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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
    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

    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.
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    More responsive than most other service providers

    LaunchPad Lab is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
    Get in Touch
    View Profile Visit Website
    X2 Labs Logotype

    X2 Labs

    5.0 26 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 26 projects

    Reviews mention Efficient

    X2 Labs has received positive feedback regarding their efficiency and project management skills. Clients appreciate their ability to deliver high-quality mobile applications quickly, with one client noting their efficiency in integrating with non-tech-oriented teams. The communication is highlighted as a key strength, enabling effective collaboration across different departments. Furthermore, their commitment to quality assurance, including device compatibility testing, has been praised, demonstrating their dedication to producing reliable and functional applications.
    • Android & iOS App Dev & UX/UI Design for Film Festival
      5.0 Feb 26, 2025

      The X2 Mobile development team demonstrated strong project management skills, ensuring that all deliverables were met on time and with great attention to detail. Their workflow was well-structured and efficient, keeping us informed throughout the process with clear timelines, regular updates, and proactive communication. They were highly responsive to our needs, quickly addressing any feedback or adjustments required.

      Read Full Review
    • 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 treat X2 Mobile as though they are part of our own team. We’re on Slack with them daily, and we get almost real-time responses despite the fact that they’re halfway around the world. They have enough staff members to work in shifts. 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.

      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

    X2 Labs has received consistently positive feedback regarding its cost and value for money. Clients highlighted that X2 Labs' pricing fits within their budgets while providing exceptional quality and dedication. One client noted that they chose X2 Labs for their high ratings and good value for cost, stating they felt like partners rather than an external team. Another client emphasized the company's ability to deliver on time and within budget, reinforcing the overall sentiment that X2 Labs offers significant value relative to its pricing.
    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 (13) 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

    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

    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

    View projects from:

    United States (92) Japan (1)
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  • We Are Designers Logotype

    We Are Designers

    Not yet reviewed

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

    Services provided

    15% AI Consulting
    20% UX/UI Design
    10% AI Agents +10 services
    10% Web Design
    5% AI Development
    5% Custom Software Development
    5% Generative AI
    5% Graphic Design
    5% Logo
    5% Mobile App Development
    5% Packaging Design
    5% Product Design
    5% Web Development

    We Are Designers is an user experience design agency launched in 2005. The agency provides UX/UI Design and AI Consulting, and is small.

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  • VynelixAI Logotype

    VynelixAI

    Not yet reviewed

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

    Services provided

    15% AI Consulting
    25% BI & Big Data Consulting & SI
    25% Engineering +2 services
    20% AI Development
    15% AI Agents

    Founded in 2025, VynelixAI is a business intelligence company. Their team provides BI & big data consulting & SI and Engineering.

    Read more
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  • Quaretix Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    10 - 49
    आळंदी, India

    Services provided

    15% AI Consulting
    30% BI & Big Data Consulting & SI
    25% AI Agents +2 services
    15% AI Development
    15% Business Consulting

    Quaretix is a data analytics company. The आळंदी, India-based team offers BI & big data consulting & SI and AI Agents.

    Read more
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  • Scroll Logotype

    Scroll

    Not yet reviewed

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

    Services provided

    15% AI Consulting
    40% Web Development
    30% AI Development +1 service
    15% Web Design

    Scroll is a website development company. They offer Web Development and Artificial Intelligence and were launched in 2021. The firm is located in Paris, France.

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  • Midwest Ai Division Logotype

    5.0 1 review
    $1,000+
    $50 - $99 / hr
    Freelancer
    Somerset, WI

    Services provided

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

    Midwest AI Division is a tactical technology agency dedicated to leveling the playing field for small businesses and independent dealerships. Founded on over 20 years of boots-on-the-ground

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  • Multiplai Logotype

    Multiplai

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    30% Generative AI
    15% Business Consulting +4 services
    10% AI Development
    10% Low/No Code Development
    5% Conversion Optimization
    5% Product Marketing

    Multiplai is a small Generative AI company. Founded in 2023, the team focuses on Generative AI and AI Consulting.

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  • Pixel Rocket Media Logotype

    Pixel Rocket Media

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    Freelancer

    Services provided

    25% AI Consulting
    25% Broadcast Video
    25% Generative AI +1 service
    25% Video Production

    Pixel Rocket Media is a video production agency. Located in Scott, Arkansas, their team offers Video Production and Broadcast Video.

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  • Baies Analytics Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    25% Generative AI +2 services
    15% BI & Big Data Consulting & SI
    10% Low/No Code Development

    Baies Analytics is a big data company. Launched in 2024, the agency is in Gliwice, Poland. Their team provides BI & big data consulting & SI and Artificial Intelligence.

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  • Sqy Digital Logotype

    Sqy Digital

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    25% AI Consulting
    50% Business Consulting
    25% AI Development

    Sqy Digital is a Business Consulting company. Launched in 2025, the firm is headquartered in Portland, Oregon. Their team specializes in Business Consulting and Artificial Intelligence.

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  • aigentcy Logotype

    aigentcy

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

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

    Aigentcy, an AI company, was launched in 2024. They offers Artificial Intelligence and AI Consulting.

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  • shurco.ai Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    Freelancer
    Liverpool, England

    Services provided

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

    Founded in 2025, shurco.ai is an AI development company. Their services include Artificial Intelligence and AI Consulting.

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  • PromInsights Logotype

    PromInsights

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    Freelancer

    Services provided

    25% AI Consulting
    25% BI & Big Data Consulting & SI
    25% Business Consulting +1 service
    25% Data Annotation Services

    PromInsights is a data analytics company. Their small team of employees is in London, England. Their team specializes in BI & big data consulting & SI and Business Consulting.

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  • Happy Desk Logotype

    Happy Desk

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    Freelancer

    Services provided

    25% AI Consulting
    25% Back Office Outsourcing
    25% Business Continuity Management +1 service
    25% Customer Service Outsourcing

    Happy Desk is a Back Office Outsourcing company in Worcester, England. The team provides Back Office Outsourcing and Customer Service Outsourcing.

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  • SolvedIT Logotype

    SolvedIT

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% IT Managed Services
    25% Mobile App Development +1 service
    25% Web Development

    IT managed services company SolvedIT specializes in IT managed services and Web Development. They were established in 2022.

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  • QuantumLoop AI Logotype

    QuantumLoop AI

    Not yet reviewed

    $1,000+
    < $25 / hr
    Freelancer

    Services provided

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

    Small AI development company QuantumLoop AI, is located in Parrish, Florida. The team specializes in Artificial Intelligence and AI Consulting.

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  • Telacademy Logotype

    Telacademy

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    Freelancer

    Services provided

    25% AI Consulting
    25% Business Consulting
    25% CRM Consulting and SI +1 service
    25% Conversion Optimization

    In Scottsdale, Arizona, Telacademy is a Conversion Optimization company. Founded in 2025, the team focuses on Conversion Optimization and CRM consulting and SI.

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  • Ortomize Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    Freelancer
    Lagos, Nigeria

    Services provided

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

    AI firm Ortomize was launched in 2024. The company specializes in Artificial Intelligence and AI Consulting, and is small.

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  • VizionIQ Global Logotype

    VizionIQ Global

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    25% Generative AI +1 service
    25% Product Design

    Established in 2025, VizionIQ Global is a Product Design company. The agency provides Product Design and Artificial Intelligence.

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  • Merida Strategy Logotype

    Merida Strategy

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    Freelancer

    Services provided

    25% AI Consulting
    25% Branding
    25% Fractional CMO Services +1 service
    25% Marketing Strategy

    Launched in 2025, Merida Strategy is a small branding company. Their services include Branding and Marketing Strategy.

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  • Perfectsystemsai Logotype

    Perfectsystemsai

    Not yet reviewed

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

    Services provided

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

    Perfectsystemsai is an artificial intelligence development company established in 2022. The firm provides Artificial Intelligence and AI Consulting, and is small.

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  • Krishna Bajpai Logotype

    Krishna Bajpai

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    Freelancer

    Services provided

    25% AI Consulting
    25% AI Development
    25% Application Testing +1 service
    25% Generative AI

    AI company Krishna Bajpai is based in Kanpur, India. They specialize in Artificial Intelligence and Application Testing and were established in 2023.

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  • Clearmud Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    Freelancer
    Sheridan, WY

    Services provided

    25% AI Consulting
    25% AI Development
    25% UX/UI Design +1 service
    25% Web Design

    Clearmud, a web design agency, is headquartered in Sheridan, Wyoming. They provide Web Design and UX/UI Design.

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  • Gravity Break Logotype

    Not yet reviewed

    $25,000+
    $200 - $300 / hr
    Freelancer
    Roma, Italy

    Services provided

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

    Gravity Break is a small artificial intelligence company in Roma, Italy. The team focuses on Artificial Intelligence and AI Consulting.

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  • Iconoclast Innovations LLC Logotype

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    Freelancer
    Brambleton, VA

    Services provided

    25% AI Consulting
    25% Business Consulting
    25% Generative AI +1 service
    25% IT Strategy Consulting

    Iconoclast Innovations LLC is a Brambleton, Virginia-based IT strategy consulting company. They specialize in IT strategy consulting and Business Consulting.

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  • Zero Click Industries Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer
    Post Falls, ID

    Services provided

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

    Launched in 2025, Zero Click Industries is an AI Consulting company. The agency offers AI Consulting and Content Marketing.

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  • IceColdConnect Logotype

    IceColdConnect

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

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

    IceColdConnect is an artificial intelligence company based in spaim, Andorra. They provide Artificial Intelligence and AI Consulting and were founded in 2025.

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  • Forenly AI - The Skill Layer for Humanoids Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    Freelancer
    Eskişehir, Türkiye

    Services provided

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

    Forenly AI - The Skill Layer for Humanoids is an AI Agents company. They are headquartered in Eskişehir, Türkiye and have small team of experts. Their services include AI Agents and AI Consulting.

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  • Hamsti Studios Logotype

    Hamsti Studios

    Not yet reviewed

    Undisclosed
    $200 - $300 / hr
    Freelancer

    Services provided

    25% AI Consulting
    25% Mobile App Development
    25% Web Development +2 services
    15% AI Agents
    10% Custom Software Development

    Hamsti Studios is a website development firm established in 2025. The company provides Web Development and Mobile App Development, and is small.

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  • Next Phase AI Logotype

    Next Phase AI

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Development
    25% Generative AI +2 services
    20% AI Agents
    5% IT Strategy Consulting

    Next Phase AI is an AI firm founded in 2025. Headquartered in Mumbai, India, the team offers Artificial Intelligence and AI Consulting.

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  • NXT Analytics Ltd Logotype

    NXT Analytics Ltd

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    50% BI & Big Data Consulting & SI
    25% Market Research

    NXT Analytics Ltd is a business intelligence company. The team provides BI & big data consulting & SI and AI Consulting and is based in Nairobi, Kenya.

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  • Preuve AI For Teams Logotype

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    25% AI Agents
    25% Business Consulting +1 service
    25% Market Research

    Preuve AI For Teams, an AI Consulting company, is located in Paris, France. They specialize in AI Consulting and AI Agents and were launched in 2026.

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  • The Insight Systems Group Logotype

    Not yet reviewed

    $25,000+
    $300+ / hr
    Freelancer
    Sheridan, WY

    Services provided

    25% AI Consulting
    25% BI & Big Data Consulting & SI
    25% Cloud Consulting & SI +2 services
    15% Generative AI
    10% AI Agents

    The Insight Systems Group is an AI Consulting company. They specialize in AI Consulting and BI & big data consulting & SI and were founded in 2025. The firm is in Sheridan, Wyoming.

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  • Bare Feet Marketing Logotype

    Bare Feet Marketing

    Not yet reviewed

    $1,000+
    Undisclosed
    Freelancer

    Services provided

    25% AI Consulting
    25% Marketing Strategy
    25% Web Design +1 service
    25% Web Development

    Established in 2025, Bare Feet Marketing is a Marketing Strategy company. The team offers Marketing Strategy and Web Design.

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  • Doncaster.ai Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    Freelancer
    New Rossington, England

    Services provided

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

    Doncaster.ai is an artificial intelligence company based in New Rossington, England. The team focuses on Artificial Intelligence and AI Consulting.

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  • AutoFlow Logotype

    AutoFlow

    Not yet reviewed

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

    Services provided

    25% AI Consulting
    30% IT Strategy Consulting
    25% AI Development +1 service
    20% Business Consulting

    AutoFlow is an IT strategy consulting company. They specialize in IT strategy consulting and AI Consulting and were launched in 2026. The firm is located in Seville, Spain.

    Read more
    View Profile
  • Minico AI Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    Freelancer
    Hamburg, Germany

    Services provided

    25% AI Consulting
    25% AI Agents
    25% Custom Software Development +2 services
    15% Web Development
    10% API Development

    Minico AI is an AI Consulting company. The Hamburg, Germany-based company offers AI Consulting and AI Agents.

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  • Flatirons Creative Studio LLC Logotype

    Not yet reviewed

    Undisclosed
    $150 - $199 / hr
    Freelancer
    Boulder, CO

    Services provided

    25% AI Consulting
    25% AI Development
    15% AI Agents +3 services
    15% Social Media Marketing
    10% Digital Strategy
    10% Generative AI

    Flatirons Creative Studio LLC is an artificial intelligence development company. The team provides Artificial Intelligence and AI Consulting, and the agency is headquartered in Boulder, Colorado.

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  • WildBlue Enterprises LLC Logotype

    WildBlue Enterprises LLC

    Not yet reviewed

    $5,000+
    $200 - $300 / hr
    Freelancer

    Services provided

    25% AI Consulting
    20% AI Development
    15% AI Agents +4 services
    15% Application Management & Support
    10% Custom Software Development
    10% Generative AI
    5% AR/VR Development

    WildBlue Enterprises LLC, an AI Consulting company, was founded in 2024. The team provides AI Consulting and Artificial Intelligence.

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  • CSV Support Logotype

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    Freelancer
    Bad Neuenahr-Ahrweiler, Germany

    Services provided

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

    Founded in 2019, CSV Support is an artificial intelligence development company. The team specializes in Artificial Intelligence and AI Consulting.

    Read more
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  • Gravity Arkadiusz Niewiński Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    Freelancer
    Jawczyce, Poland

    Services provided

    25% AI Consulting
    35% AI Agents
    35% AI Development +1 service
    5% Generative AI

    Gravity Arkadiusz Niewiński is an artificial intelligence company headquartered in Jawczyce, Poland. Their services include Artificial Intelligence and AI Agents.

    Read more
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  • tAi: TransformAItion with Architecture Innovation Logotype

    tAi: TransformAItion with Architecture Innovation

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    Freelancer

    Services provided

    25% AI Consulting
    25% Cloud Consulting & SI
    25% IT Strategy Consulting +2 services
    15% DevOps Managed Services
    10% Application Management & Support

    TAi: TransformAItion with Architecture Innovation is a small Jacksonville, Florida-based IT strategy consulting company. The team offers IT strategy consulting and cloud consulting & SI.

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  • ForgeLabs Consulting Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    Freelancer
    San Diego, CA

    Services provided

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

    ForgeLabs Consulting, an AI Agents company, was established in 2026. They offers AI Agents and Artificial Intelligence.

    Read more
    View Profile
  • AIA Copilot Logotype

    AIA Copilot

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    Freelancer

    Services provided

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

    AIA Copilot, a Corporate Training & Coaching company, is located in Rapid City, Michigan. The team specializes in Corporate Training & Coaching and AI Consulting.

    Read more
    View Profile
  • The Catalyst Project, LLC Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    Freelancer
    Austin, TX

    Services provided

    25% AI Consulting
    15% Business Consulting
    15% Computer Engineering +3 services
    15% Digital Strategy
    15% IT Strategy Consulting
    15% Web Design

    Launched in 2025, The Catalyst Project, LLC is a small Austin, Texas-based AI Consulting company. Their services include AI Consulting and Computer Engineering.

    Read more
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  • The Automation Division Logotype

    The Automation Division

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    Freelancer

    Services provided

    25% AI Consulting
    25% Business Consulting
    25% Custom Software Development +1 service
    25% IT Strategy Consulting

    The Automation Division is an IT strategy consulting company. Launched in 2026, their team provides IT strategy consulting and Business Consulting.

    Read more
    View Profile
  • JR-Systems Logotype

    JR-Systems

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer

    Services provided

    25% AI Consulting
    35% Business Consulting
    25% Digital Strategy +1 service
    15% Web Design

    JR-Systems is a Business Consulting company. Established in 2025, their team focuses on Business Consulting and Digital Strategy.

    Read more
    View Profile
  • EVOIX Logotype

    EVOIX

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    Freelancer

    Services provided

    25% AI Consulting
    35% Search Engine Optimization
    20% Digital Strategy +1 service
    20% Generative AI

    Launched in 2026, EVOIX is a SEO agency. The small team specializes in Search Engine Optimization and AI Consulting.

    Read more
    View Profile
  • OphidianAI Logotype

    OphidianAI

    Not yet reviewed

    $1,000+
    Undisclosed
    Freelancer

    Services provided

    25% AI Consulting
    30% AI Agents
    15% AI Development +4 services
    15% Web Design
    5% Branding
    5% Other Marketing
    5% UX/UI Design

    In Hope, Indiana, OphidianAI is an AI Agents company. The team offers AI Agents and AI Consulting.

    Read more
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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

    38.9/40.0
    19.2/20 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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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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