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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 8, 2026
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9,645 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 Exceeds expectations

    Opinov8 Digital and Engineering Solutions consistently exceeds client expectations, as highlighted in several reviews. One CEO noted a 20% cost saving and praised their exceptional talent and culture, stating that their work met and surpassed expectations. Another client commended Opinov8 for bringing valuable insights to the project, enhancing the development process. Overall, clients express high satisfaction with the seamless communication and effective collaboration, affirming that Opinov8's contributions significantly elevate project outcomes.
    • Staff Augmentation for Kubernetes Studio Accelerator
      5.0 Jan 12, 2024

      Thanks to their support, Opinov8 helped me save money and deliver the projects. We saw cost savings of around 20%. Overall, their work met and exceeded my expectations.

      Read Full Review
    • Platform Overhaul for Cybersecurity Firm
      5.0 Oct 29, 2019

      We have been incredibly pleased with the work that Opinov8 has done for us. As a team, we can't actually think of any points which should be improved upon. We have worked with other development teams and comments for improvement with them but with Opinov8 they have met and exceeded expectations.

      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

    Industry Experience

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

    Read All Reviews

    Select Industry to see insights

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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

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    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

    Average Project Cost Breakdown

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

    What Clients Have Said

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

    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 Profile Visit Website
    PowerGate Software Logotype

    PowerGate Software

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

    Services provided

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

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

    See all 41 projects

    Reviews mention Communicative

    PowerGate Software has received consistently positive feedback regarding their communication skills across various projects. Clients noted 'open and direct communication' with no issues, while another praised their 'excellent communication via Slack' and 'regular updates.' The project manager's accessibility and responsiveness were highlighted as key strengths, with clients appreciating the proactive engagement throughout the development process. Overall, the sentiment reflects a strong emphasis on effective communication and collaboration, contributing to successful project outcomes.
    • Mobile App Dev & Design for SaaS Company
      5.0 Nov 29, 2023

      The project management was characterized by excellent communication via Slack, regular updates and completion of work on time. The primary forms of communication included virtual meetings and email or messaging apps. The seamless cross-border collaboration was also highlighted.

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    • Mobile App Development for SaaS Company
      5.0 Nov 21, 2023

      PowerGate Australia consistently met all milestones and was excellent in all communications throughout the process. The team maintained great communication, which was noted as one of their impressive qualities. The primary communication methods included virtual meetings and email or messaging apps.

      Read Full Review
    • App & Web Design & Development for PropTech Company
      5.0 Jun 28, 2022

      The project management involved Agile/Scrum methodologies with online meetings and weekly updates through Zoom. Daily communication was facilitated via Slack and Skype. The communication and response were impressive, with updates provided at each stage of development.

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    • Mobile App Development for E-Learning Platform
      5.0 Sep 27, 2021

      The company's project management style was effective, with easy and transparent communication via the project manager. Powergate was responsive and supportive, demonstrating an impressive agile approach.

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    • Web & Mobile App Development for Online School
      5.0 Aug 3, 2021

      Communication was great, with detailed weekly reports and regular meetings ensuring everything was on track. Slack and email were used for connectivity, fostering effective communication between teams.

      Read Full Review
    Read All Reviews

    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

    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 Profile Visit Website
  • Trapnstudio Logotype

    Not yet reviewed

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

    Services provided

    55% AI Consulting
    15% Custom Software Development
    15% Mobile App Development +1 service
    15% Web Development

    Trapnstudio, a small AI Consulting company, is based in Menifee, California. The team offers AI Consulting and Custom Software Development.

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    $100 $250 $500

    AI Boost

    Unlock the power of AI to transform your business operations. The AI Boost package offers tailored AI consulting services, including business metric assessments, actionable recommendations, and step-by-step AI integration plans to drive efficiency and growth.
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  • iwantmore.ai Logotype

    iwantmore.ai

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    100% AI Consulting

    Iwantmore.ai is an AI Consulting company. Established in 2024, the company is located in. Their team specializes in AI Consulting.

    Read more
    View Profile

  • 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 Receptive

    Clients consistently commend LaunchPad Lab for their receptive approach to feedback, highlighting their collaborative nature. One client noted, 'They were receptive to feedback... we got exactly what we wanted in the end.' Another emphasized their 'great listeners' ability to deliver what clients truly need. Communication was also praised, with one reviewer stating, 'They were transparent about it' regarding delays. Overall, the sentiment is highly positive, with clients appreciating the team's willingness to adapt and engage throughout the project.
    • MVP Website Launch for Sports Fantasy Startup
      5.0 May 30, 2017

      Besides that, I think they're bright coders, and the owner, John, is receptive to ideas. Overall, I'm happy with Kohactive; they did what I needed. This was their first time doing a daily fantasy sports site, and they have been helpful when something needed to be changed.

      Read Full Review
    • Web Dev for Test Preparation Company
      5.0 May 5, 2020

      In the end, we were pleased with their work. They were receptive to feedback. Initially, we weren’t thrilled with the design elements, but we got exactly what we wanted in the end. They continued to deliver on time and present strong work that exceeded our expectations.

      Read Full Review
    • Web Dev for Test Preparation Company
      5.0 May 5, 2020

      Also, communicate about wrinkles that come up because they’re particularly receptive to receiving feedback.

      Read Full Review
    Read All Reviews

    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 projects from:

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

    X2 Labs

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

    Services provided

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

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

    See all 25 projects

    Reviews mention Establish clear expectations

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

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

      Read Full Review
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    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

    More responsive than most other service providers

    X2 Labs is very responsive

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

    View projects from:

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

    Integris

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

    Services provided

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

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

    See all 93 projects

    Reviews mention Establish clear expectations

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

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

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

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

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

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

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

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

      Read Full Review
    Read All Reviews
    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

    View projects from:

    United States (92) Japan (1)
    View Profile Visit Website
  • Outer Limits AI LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Austin, TX

    Services provided

    100% AI Consulting

    Located in Austin, Texas, Outer Limits AI LLC is an AI Consulting company. Their services include AI Consulting.

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  • AIWise Logotype

    AIWise

    Not yet reviewed

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

    Services provided

    60% AI Consulting
    40% AI Development

    AIWise is an AI Consulting company. Their small team is headquartered in Melbourne, Australia. Their services include AI Consulting and Artificial Intelligence.

    Read more
    View Profile
  • Dulset Logotype

    Dulset

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    30% Generative AI
    20% AI Development

    Located in London, England, Dulset is an AI Consulting company. They provide AI Consulting and Generative AI.

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  • Methodix Logotype

    Methodix

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Consulting

    Methodix is an AI Consulting company. Founded in 2025, the firm focuses on AI Consulting.

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  • Twisted Consulting Logotype

    Twisted Consulting

    Not yet reviewed

    Undisclosed
    $150 - $199 / hr
    2 - 9

    Services provided

    60% AI Consulting
    40% Business Consulting

    Twisted Consulting is an AI Consulting company. Launched in 2023, the firm provides AI Consulting and Business Consulting.

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  • Sigma Synapses Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    Casper, WY

    Services provided

    50% AI Consulting
    20% Business Consulting
    15% AI Agents +1 service
    15% AI Development

    Sigma Synapses is a Casper, Wyoming-based AI Consulting company. They specialize in AI Consulting and Business Consulting and were established in 2025.

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  • Resytech Intelligence Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Kolkata, India

    Services provided

    75% AI Consulting
    25% Generative AI

    Resytech Intelligence is a small AI Consulting company. They focus on AI Consulting and Generative AI and were founded in 2024.

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  • NorthBound Advisory Logotype

    Not yet reviewed

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

    Services provided

    100% AI Consulting

    NorthBound Advisory is an AI Consulting company. In Saint John, Canada, their team specializes in AI Consulting.

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  • StayModernAI Logotype

    StayModernAI

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    100% AI Consulting

    StayModernAI is an AI Consulting company located in New York, New York. Their services include AI Consulting.

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  • Blockchain Central Logotype

    Blockchain Central

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% Blockchain

    Blockchain and AI Consulting company Blockchain Central was launched in 2024. Headquartered in Dubai, United Arab Emirates, the team specializes in Blockchain and AI Consulting.

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  • Axolotron Logotype

    Axolotron

    Not yet reviewed

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

    Services provided

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

    Axolotron is an AI Consulting company. Founded in 2023, the agency offers AI Consulting and AI Agents.

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  • BestBytes AI LLC Logotype

    BestBytes AI LLC

    Not yet reviewed

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

    Services provided

    100% AI Consulting

    Launched in 2025, BestBytes AI LLC is an AI Consulting company. The small team offers AI Consulting.

    Read more
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  • STACK10X Logotype

    STACK10X

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    50% AI Consulting
    50% AI Agents

    STACK10X is an AI Consulting and AI Agents company launched in 2026. In Chennai, India, the team focuses on AI Consulting and AI Agents.

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  • Modern Operators Logotype

    Modern Operators

    Not yet reviewed

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

    Services provided

    80% AI Consulting
    20% AI Agents

    Established in 2025, Modern Operators, a small AI Consulting company, is headquartered in Austin, Texas. Their services include AI Consulting and AI Agents.

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  • Autopilot Studio Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% AI Development

    Based in Jaipur, India, Autopilot Studio is an artificial intelligence development company and AI Consulting company. Their services include Artificial Intelligence and AI Consulting.

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  • Rifoa Technologies Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9
    Abu Dhabi, United Arab Emirates

    Services provided

    50% AI Consulting
    50% AI Development

    In Abu Dhabi, United Arab Emirates, Rifoa Technologies is an AI development company and AI Consulting company. Their services include Artificial Intelligence and AI Consulting.

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  • Chaztalk Solutions Logotype

    Chaztalk Solutions

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% AI Agents

    Founded in 2025, Chaztalk Solutions is an AI Consulting and AI Agents company. Their team specializes in AI Consulting and AI Agents.

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  • Systro AI Logotype

    Systro AI

    Not yet reviewed

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

    Services provided

    60% AI Consulting
    20% AI Development
    20% Conversion Optimization

    Systro AI is a Casper, Wyoming-based AI Consulting company. Their services include AI Consulting and Conversion Optimization.

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  • Hyperios Logotype

    Not yet reviewed

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

    Services provided

    80% AI Consulting
    20% IT Strategy Consulting

    AI Consulting company Hyperios is located in Singapore, Singapore. Founded in 2025, the team focuses on AI Consulting and IT strategy consulting.

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  • Forge AI Consulting and Advisory Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    CYPRESS, TX

    Services provided

    100% AI Consulting

    Forge AI Consulting and Advisory is an AI Consulting company in CYPRESS, Texas. They focus on AI Consulting.

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  • Sintetica Consulting Logotype

    Sintetica Consulting

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    80% AI Consulting
    20% AI Agents

    Sintetica Consulting is an AI Consulting company. The agency is located in Madrid, Spain. Their services include AI Consulting and AI Agents.

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  • Go Left Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Edinburgh, Scotland

    Services provided

    100% AI Consulting

    Go Left, an AI Consulting company, is based in Edinburgh, Scotland. They focus on AI Consulting.

    Read more
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  • Refine AI Consulting Logotype

    Not yet reviewed

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

    Services provided

    100% AI Consulting

    AI Consulting company Refine AI Consulting is located in Athina, Greece. They specialize in AI Consulting.

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  • Semantic Search Marketing Logotype

    Not yet reviewed

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

    Services provided

    60% AI Consulting
    20% Generative AI
    20% Search Engine Optimization

    Semantic Search Marketing is an AI Consulting company. The Vancouver, Canada-based team focuses on AI Consulting and Search Engine Optimization.

    Read more
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  • Sunburnt AI Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9
    Brisbane City, Australia

    Services provided

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

    Sunburnt AI, an AI Consulting company, specialize in AI Consulting and Artificial Intelligence. They were founded in 2025.

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  • Foriva Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    London, England

    Services provided

    100% AI Consulting

    Founded in 2025, Foriva is a small AI Consulting company. Their team specializes in AI Consulting.

    Read more
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  • Floapi inc. Logotype

    Floapi inc.

    Not yet reviewed

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

    Services provided

    75% AI Consulting
    25% Document Digitization & Management

    Floapi inc. Is an AI Consulting company. Established in 2024, the firm is headquartered in Montréal, Canada. Their services include AI Consulting and Document Digitization & Management.

    Read more
    View Profile
  • Aillio Sdn Bhd Logotype

    Aillio Sdn Bhd

    Not yet reviewed

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

    Services provided

    100% AI Consulting

    Aillio Sdn Bhd is an AI Consulting company. They specialize in AI Consulting and were established in 2024.

    Read more
    View Profile
  • Timothy DeVore Consulting Logotype

    Not yet reviewed

    $10,000+
    $200 - $300 / hr
    2 - 9
    Grove City, OH

    Services provided

    50% AI Consulting
    30% IT Strategy Consulting
    20% BI & Big Data Consulting & SI

    Timothy DeVore Consulting is a small Grove City, Ohio-based AI Consulting company. Their services include AI Consulting and IT strategy consulting.

    Read more
    View Profile
  • ChiefAI Logotype

    ChiefAI

    Not yet reviewed

    Undisclosed
    $300+ / hr
    2 - 9

    Services provided

    100% AI Consulting

    Established in 2025, ChiefAI is an AI Consulting company. The team provides AI Consulting and is based in Manchester, New Hampshire.

    Read more
    View Profile
  • HCRAI Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Lisboa, Portugal

    Services provided

    100% AI Consulting

    AI Consulting company HCRAI is located in Lisboa, Portugal. The team provides AI Consulting.

    Read more
    View Profile
  • Codejumps Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% AI Agents

    Codejumps is an AI Agents and AI Consulting company. Their team is based in Atlanta, Georgia. The firm provides AI Agents and AI Consulting.

    Read more
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  • 3it Logotype

    3it

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% IT Strategy Consulting

    Launched in 2025, 3it is a small IT strategy consulting and AI Consulting company. Their team provides IT strategy consulting and AI Consulting.

    Read more
    View Profile
  • Alcorn Coaching & Consulting Logotype

    Not yet reviewed

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

    Services provided

    70% AI Consulting
    15% AI Agents
    15% Generative AI

    Alcorn Coaching & Consulting is an AI Consulting company in Glen Ellyn, Illinois. Their services include AI Consulting and AI Agents.

    Read more
    View Profile
  • No Fluff Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    2 - 9
    Easton, MD

    Services provided

    70% AI Consulting
    30% Marketing Strategy

    No Fluff is an AI Consulting company. The Easton, Maryland-based company was launched in 2025. Their services include AI Consulting and Marketing Strategy.

    Read more
    View Profile
  • Probably Genius Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    2 - 9
    Wimberley, TX

    Services provided

    60% AI Consulting
    30% Generative AI
    10% Search Engine Optimization

    Established in 2025, Probably Genius is a small AI Consulting company. Their services include AI Consulting and Generative AI.

    Read more
    View Profile
  • Real Enterprise Inc Logotype

    Real Enterprise Inc

    Not yet reviewed

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

    Services provided

    100% AI Consulting

    AI Consulting company Real Enterprise Inc focuses on AI Consulting. They were established in 2025.

    Read more
    View Profile
  • AI Answers Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    15% Business Consulting
    15% Generative AI +2 services
    10% AI Agents
    10% AI Development

    AI Answers is a small AI Consulting company. Founded in 2026, the team focuses on AI Consulting and Generative AI.

    Read more
    View Profile
  • Katalyst Labs Logotype

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9
    Palm City, FL

    Services provided

    50% AI Consulting
    50% Business Consulting

    Katalyst Labs is an AI Consulting and Business Consulting company. The team is headquartered in Palm City, Florida, and their services include AI Consulting and Business Consulting.

    Read more
    View Profile
  • Talvet AI Logotype

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    50% AI Development

    AI development company and AI Consulting company Talvet AI offers Artificial Intelligence and AI Consulting. They are headquartered in Dayton, Ohio.

    Read more
    View Profile
  • Synap AI Pty Ltd Logotype

    Synap AI Pty Ltd

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    50% AI Consulting
    40% AI Development
    5% AI Agents +1 service
    5% Generative AI

    Synap AI Pty Ltd is an AI Consulting company established in 2025. The company focuses on AI Consulting and Artificial Intelligence.

    Read more
    View Profile
  • StackReliant Logotype

    StackReliant

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    30% IT Managed Services
    20% Cybersecurity

    StackReliant is an AI Consulting company. Located in Westford, Massachusetts, the firm was launched in 2026. Their team focuses on AI Consulting and IT managed services.

    Read more
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  • Trim Automation Logotype

    Trim Automation

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    20% Custom Software Development
    20% Web Development +2 services
    5% AI Agents
    5% AI Development

    Trim Automation is an AI Consulting company founded in 2024. The team provides AI Consulting and Web Development and is located in Kamloops, Canada.

    Read more
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  • Innowacje.AI Logotype

    Innowacje.AI

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    30% AI Development
    20% Generative AI

    AI Consulting company Innowacje.AI is headquartered in Gryfice, Poland. They provide AI Consulting and Artificial Intelligence.

    Read more
    View Profile
  • Primtech Digital Solutions LTD Logotype

    Primtech Digital Solutions LTD

    Not yet reviewed

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

    Services provided

    60% AI Consulting
    30% Digital Strategy
    10% Content Marketing

    Primtech Digital Solutions LTD is an AI Consulting company. Founded in 2019, the company is located in Abuja, Nigeria. Their services include AI Consulting and Digital Strategy.

    Read more
    $2,500 Growing service businesses needing automation $5,000 Agencies and SaaS firms scaling operations $8,500 High growth firms seeking full AI integration

    AI Workflow Audit & Automation Blueprint

    Comprehensive audit of your sales, marketing, and operations workflows. We identify automation gaps, design an AI integration strategy, and deliver a structured 90 day implementation roadmap to reduce manual processes and improve efficiency.
    View Packages
    View Profile
  • AI FOR CHRISTIANS Logotype

    AI FOR CHRISTIANS

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    55% AI Consulting
    25% Generative AI
    15% Video Production +1 service
    5% AI Agents

    AI FOR CHRISTIANS is an AI Consulting company established in 2025. The team specializes in AI Consulting and Generative AI.

    Read more
    View Profile
  • Delta Labs AI Logotype

    Delta Labs AI

    Not yet reviewed

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

    Services provided

    50% AI Consulting
    10% AI Development
    10% Generative AI +5 services
    8% Enterprise App Modernization
    7% Business Consulting
    5% AI Agents
    5% Conversion Optimization
    5% Custom Software Development

    Delta Labs AI is an AI Consulting company. They are in Greater Noida, India and have small team. They focus on AI Consulting and Generative AI.

    Read more
    View Profile
  • GreenPeople Digital Logotype

    GreenPeople Digital

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9

    Services provided

    70% AI Consulting
    30% AI Development

    GreenPeople Digital is a small AI Consulting company in Lagos, Nigeria. Their services include AI Consulting and Artificial Intelligence.

    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
  18. Deviniti Logotype

    Deviniti

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

    Ability to deliver

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

    Service focus

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

    Softermii

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

    Ability to deliver

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

    Service focus

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

    xfive

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

    Ability to deliver

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

    Service focus

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

    Zallpy Digital

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

    Ability to deliver

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

    Service focus

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

    Sigmoidal LLC

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

    Ability to deliver

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

    Service focus

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

    GLOBALDEV

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

    Ability to deliver

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

    Service focus

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

    Cody Solutions

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

    Ability to deliver

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

    Service focus

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

    BotsCrew

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

    Ability to deliver

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

    Service focus

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

    Symphony Solutions

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

    Ability to deliver

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

    Service focus

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

    Future Processing

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

    Ability to deliver

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

    Service focus

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

    Addepto (Part of KMS Technology)

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

    Ability to deliver

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

    Service focus

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