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.
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List of the Top AI Consulting Firms
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Featured
What are Featured Providers?
$50,000+$50 - $99 / hr250 - 999London, EnglandServices provided
25% AI Consulting15% AI Development15% Cloud Consulting & SI +6 services10% AI Agents10% Custom Software Development10% Generative AI5% BI & Big Data Consulting & SI5% IT Managed Services5% IT Staff AugmentationSee all 24 projectsOpinov8 Digital and Engineering Solutions is a versatile software development company specializing in custom software, mobile and web app development, and infrastructure management. The company is lauded for its technical expertise, responsiveness, and ability to integrate seamlessly with client teams. Approximately 90% of reviews highlight positive experiences, emphasizing their impressive engineer quality and agile project management. Communication and clarity of requirements were noted as areas for improvement by a minority of reviewers.
Reviews mention Great team
Clients consistently praise Opinov8 for their talented and committed team, highlighting instances of exceptional expertise and strong collaboration. The VP of Technology at LendInvest noted the team's unwavering commitment and resilience under challenging circumstances, while the CTO of Doxy.me emphasized the quality of hires and alignment with their software building standards. Overall, the sentiment reflects a strong appreciation for Opinov8's skilled personnel and their ability to meet client needs effectively.-
IT Staff Aug for Property Finance Company
5.0 Jun 16, 2023Access to talented and committed people. Their engineers are excellent, and I have worked with some of them across 2 companies, and for many years. The unwavering commitment to continue to do the best for their clients, even when Russia attacked Ukraine, and the resilience to work under stressful and uncertain conditions - often working late to make up lost hours - was incredible.
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1 of 3 reviews are 5 stars$200,000 – $999,999 avg. project costRead 3 Recent ReviewsReviewed 3 times in the past 6 months
Recent reviews of Opinov8 Digital and Engineering Solutions highlight their exceptional technical expertise and project management capabilities. Clients praised the high skill level of engineers, timely milestone delivery, and effective communication. One client noted, 'the quality of the engineers was absolutely outstanding,' while another emphasized their ability to onboard developers quickly. Overall, the sentiment is overwhelmingly positive, with clients expressing satisfaction and confidence in the company's ability to meet project needs.Was this helpful?
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.
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Automotive Software Engineering Arts, entertainment & music Medical Gambling Advertising & marketing Logistics & Supply Chain Other Industry Human Resources Financial services Information technology Other industries Healthcare IT ServicesWas this helpful?
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$1,000+$25 - $49 / hr1,000 - 9,999London, EnglandServices provided
20% AI Consulting15% AI Development15% E-Commerce Development +4 services15% Mobile App Development15% Web Development10% Custom Software Development10% IT Managed ServicesSee all 98 projectsDotsquares offers a range of IT development services, including AI Consultancy and AI Solutions. Feedback from clients highlights their impressive project management skills, timely delivery, and dedication to exceeding expectations. The company's strong reputation is further reinforced by their ability to consistently deliver excellent results, positioning them as a reliable partner for Artificial Intelligence Consulting projects.
Reviews mention Reliable
Dotsquares has consistently been recognized for their reliability across various projects. Clients noted their team's exceptional communication, timely delivery, and proactive support. For instance, a Senior Digital Project Manager highlighted the team's remarkable consistency and integration, while another client praised a developer as 'the BEST' for being thorough, dependable, and efficient. Overall, Dotsquares is viewed as a reliable partner, with clients expressing satisfaction and a desire to continue their collaboration.-
Web Design & Development for Convenience Forecourt Retailer
5.0 Jan 3, 2024Following a competitive tendering process, Dotsquares were chosen as our trusted partner on our website development project. The team's knowledge, effective project management, support and commitment to timelines were invaluable to completing the project successfully. Not really, overall Dotsquares proved to be a reliable and skilled partner and we look forward to continuing our partnership with them.
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Website Development for AI Platform
5.0 Jun 25, 2025Shubham is probably the BEST developer I've ever worked with and I've worked with quite a few. He's extremely thorough, patient, very kind, knowledgeable and gets the job done as quickly as you need it to be done. He's always there for me, reliable, dependable, efficient and an exceptional developer in his own right. So very happy that Dotsquares assigned him to us!
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WordPress Development for Strategic Communications Agency
4.5 Jul 6, 2025Throughout the project delivery, they demonstrated remarkable consistency in process and project updates, along with clear communication, and delivered the work a timely fashion. They consistently provided valuable feedback and have proven to be a reliable, proactive, and integral part of our team.
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Industry Experience
Dotsquares has demonstrated expertise across various industries including education, financial services, real estate, and healthcare. Clients consistently praise their responsiveness, project management, and ability to deliver tailored solutions. In education, their commitment to user-centric design received commendation. Financial services clients appreciated their niche understanding, while real estate and healthcare collaborations highlighted significant operational efficiencies. Overall, sentiment is overwhelmingly positive, making Dotsquares a strong candidate for projects in these sectors and beyond.
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Other Industry Beauty & Cosmetics Logistics & Supply Chain Consulting Business services Retail Manufacturing Other industries eCommerce Healthcare Nonprofit Automotive Medical Consumer Products Human Resources Utilities Information technology Sports Education Hospitality & leisure Legal IT Services Arts, entertainment & music Research Real estate Financial services Transportation Software Advertising & marketing Energy & natural resourcesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently describe Dotsquares as providing excellent value for money, with many highlighting their cost-effectiveness. One client noted, 'pricing fit our budget,' while another emphasized their 'good value for cost.' Overall, the sentiment is overwhelmingly positive, with clients appreciating the high-quality deliverables and responsive service, often resulting in successful project outcomes and repeat engagements. Their efficient project management and commitment to customer satisfaction further enhance the perception of value, making them a recommended partner for various projects.Was this helpful?
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$75,000+$50 - $99 / hr10 - 49Cluj-Napoca, RomaniaServices provided
35% AI Consulting35% AI Agents10% Custom Software Development +2 services10% Mobile App Development10% Product DesignSee all 25 projectsX2 Labs is a mobile app development company known for its exceptional project management and dedication to quality. With a strong emphasis on collaboration and understanding client needs, 100% of reviewers noted their professionalism and responsiveness. Their ability to deliver timely and well-structured solutions that often exceed expectations makes them a highly recommended partner across various industries.
Industry Experience
X2 Labs has shown strong expertise across various industries, including Sports, Information Technology, Arts, Education, and eCommerce. Clients have praised their commitment to quality, punctuality, and effective communication. In Sports, they successfully developed a soccer app MVP, while in IT they delivered intricate UI/UX designs. Their contributions to Education reflect a deep understanding of user needs, enhancing learning experiences through well-crafted applications. Overall, the feedback highlights X2 Labs as a reliable partner across these sectors, particularly for projects requiring technical innovation and user-centered solutions.
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Sports Arts, entertainment & music Other industries Business services eCommerce Government Software Information technology EducationWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
X2 Labs is noted for delivering strong value for money, with clients highlighting their competitive pricing and quality outcomes. One client stated, "their pricing fit our budget" while another emphasized, "good value for cost." Overall sentiment reflects satisfaction with the cost-to-quality ratio, as many reviewers appreciated the company's commitment to maintaining high standards without compromising on budgetary constraints.Was this helpful?
More responsive than most other service providers
Get in TouchX2 Labs is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
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UndisclosedUndisclosedFreelancerHot Springs, AR
Services provided
10% AI Consulting30% Search Engine Optimization20% Cybersecurity +4 services10% AI Development10% AR/VR Development10% Social Media Marketing10% Web DevelopmentUnleash Your Geek is a SEO company. They were established in 2001 and focus on Search Engine Optimization and Cybersecurity.
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UndisclosedUndisclosedFreelancer
Services provided
10% AI Consulting30% Content Writing Services10% AI Development +5 services10% Branding10% Content Marketing10% Conversion Optimization10% Email Marketing10% Social Media MarketingReynolds Marketing, LLC. Is a small Content Writing Services company. Launched in 2017, the team offers Content Writing Services and Branding.
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Featured
What are Featured Providers?
$10,000+$150 - $199 / hr50 - 249Chicago, ILServices provided
20% AI Consulting20% CRM Consulting and SI20% Web Development +3 services15% AI Development15% Custom Software Development10% Cloud Consulting & SISee all 42 projectsLaunchPad Lab is a software development company specializing in creating web applications and integrating custom solutions, primarily using technologies like Ruby on Rails, Salesforce, and Heroku. Based on the reviews, 100% of clients expressed satisfaction with their technical expertise, project management, and ability to deliver timely and quality results. Reviewers consistently praised their communication skills, strategic thinking, and ability to align with client business needs.
Reviews mention Exceptional performance
LaunchPad Lab has received exceptional feedback for their performance, with clients praising their deep understanding of business needs and outstanding communication skills. One client noted that the product exceeded expectations, stating, "It was an absolute pleasure to work with LaunchPad" and highlighted the team's responsiveness and high-quality work. Another client emphasized their exceptional customer service, describing it as "phenomenal" and indicating that the project management was executed flawlessly, leading to seamless project completion.-
Solution Dev for Real Estate Firm
5.0 Oct 25, 2022The workflow with LaunchPad Lab was perfect. We are a small team so after the initial scoping was complete it was very hands-off. I could just let go and trust the project was in good hands. If they had questions/issues they communicated swiftly. I always knew where we stood within the scope. Every member of the team was extremely competent and professional and fun to work with. It felt like a true partnership. Like we were all in it together and they were going to get the problem solved.
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Web App Dev for Community Entertainment Platform
5.0 Apr 23, 2020The product has been incredibly valuable for us. The solution they found kept delivery time and costs down. This showed that, from the beginning, they were thinking of our needs and not their bottom line. They perform exceptionally well. LaunchPad Lab has been tinkering with different project management tools, including Basecamp and, now, Asana. They’re great listeners. You tell them something once, and they know it.
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Development for College Recruiting App
5.0 Feb 13, 2018They've built a great product. Two engineers who work for us now, very talented developers, have said that the work Launchpad Labs did was incredible. They're really glad they did much of the initial heavy lifting. The team took care of the core architecture, which was very time-consuming. That work made it much easier for developers to focus on critical new features. Their greatest strength was their ability to execute on what they said they were going to do. They clearly laid out what they were capable of, and gave us a reasonable price.
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Website Development for Restaurant Group
5.0 Dec 16, 2015They gave us the proper guidance, and the end-result was fantastic, exceeding our expectations. They did a great job and gave strong advice throughout the project. The service was phenomenal.
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Industry Experience
LaunchPad Lab has demonstrated strong expertise across diverse industries including financial services, real estate, education, automotive, and non-profits. Clients commend their responsive project management, technical proficiency, and ability to deliver tailored solutions that enhance operational efficiency. In the financial services sector, they excel in developing scalable platforms and automating processes. Their work in education highlights effective web solutions for learning environments. Overall, feedback indicates a positive sentiment, positioning LaunchPad Lab as a suitable partner for businesses seeking technology development in these sectors.
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Automotive Consulting Real estate Arts, entertainment & music Sports Hospitality & leisure Nonprofit Business services Information technology Human Resources Consumer Products IT Services Financial services Software Healthcare Government EducationWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally perceive LaunchPad Lab as offering good value for money, often highlighting their competitive pricing and quality of work. For instance, one client appreciated the 'great value for cost' and noted that the team was responsive and met deadlines efficiently. Another client emphasized that their investment resulted in a well-functioning product that exceeded expectations, stating, 'the value we've received from this partnership has been one of a kind.' Overall, the sentiment towards their pricing and value proposition is positive.Was this helpful?
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Chicago, Illinois (23) New York City, New York (2) Buffalo, New York (1) West Lafayette, Indiana (1) Detroit, Michigan (1) Omaha, Nebraska (1) Austin, Texas (1) Bloomington, Indiana (1) Newport Beach, California (1) Commerce City, Colorado (1) Tempe, Arizona (1) Boise, Idaho (1) Waltham, Massachusetts (1) Pittsburgh, Pennsylvania (1)Was this helpful?
$5,000+$150 - $199 / hr1,000 - 9,999Cranbury, NJServices provided
10% AI Consulting70% IT Managed Services10% Cybersecurity +1 service10% IT Strategy ConsultingSee all 93 projectsIntegris 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.
Reviews mention Detail-oriented
Clients consistently highlight Integris's exceptional attention to detail, noting that they ensure all issues are fully resolved and follow up to prevent recurrence. One client emphasized their thoroughness during a recent update, stating, "nothing gets overlooked." Additionally, another client praised their project management practices, which include dedicated project managers and regular team meetings, fostering effective communication and awareness of project steps.-
IT Services for Private Pediatric Group
5.0 Nov 22, 2024The attention to detail is great, and they ensure we’re satisfied. If there’s an issue, they follow up to ensure it’s not recurring and has been fully resolved. We also like their team approach; we’re always getting the same people, so we’re used to the technicians and engineers.
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Cloud Migration for Law Firm
5.0 Dec 14, 2020They were so organized. I was really impressed with the detail they included going into the project, and then they continued to update us throughout the engagement. They made sure that everything ran smoothly.
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Managed IT Services for Nonprofit
5.0 Feb 23, 2018They’re also detail oriented; nothing gets overlooked. Recently, we changed our Doing Business As (DBA) name while retaining our legal name. TechMD reviewed our site thoroughly when we updated information and email addresses.
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1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Recent client feedback highlights Integris's exceptional managed IT services and cybersecurity support. A former CFO noted their impressive team quality and responsiveness, stating, "everyone on their team is great to work with and knows what they’re doing." Clients appreciate their proactive communication and ability to address issues promptly. The overall sentiment is highly positive, with no significant areas for improvement identified, indicating a strong, reliable partnership with Integris.Was this helpful?
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.
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Consulting Arts, entertainment & music Retail Medical Media Consumer Products Non-profit Sports Food & Beverages Hospitality & leisure Engineering IT Services Pharmaceuticals Healthcare Manufacturing Nonprofit Education Logistics & Supply Chain Advertising & marketing Beauty & Cosmetics Automotive Construction Legal Other Industry Financial services Other industries Business services Real estateWas this helpful?
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UndisclosedUndisclosedFreelancer
Services provided
10% AI Consulting20% Fractional CMO Services10% AI Development +6 services10% CRM Consulting and SI10% Cloud Consulting & SI10% Corporate Training & Coaching10% Financial Consulting10% Market Research10% Marketing StrategyRevOppAI is a Fractional CMO Services company. The team offers Fractional CMO Services and Market Research and is headquartered in Denver, Colorado.
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UndisclosedUndisclosedFreelancer
Services provided
10% AI Consulting20% Corporate Training & Coaching15% Fractional CMO Services +5 services15% Market Research10% Branding10% CRM Consulting and SI10% Public Relations10% Social Media MarketingLaunched in 2006, Barbara Rozgonyi is a Corporate Training & Coaching company. The team specializes in Corporate Training & Coaching and Market Research and is located in Charlotte, North Carolina.
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UndisclosedUndisclosedFreelancerBari, Italy
Services provided
10% AI Consulting30% Search Engine Optimization10% Content Marketing +5 services10% Ecommerce Marketing10% Generative AI10% Pay Per Click10% Social Media Marketing10% Web DesignLaunched in 2018, Piergiorgio Zotti is a SEO company. The agency provides Search Engine Optimization and Social Media Marketing, and is small.
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Focus accounts for a company’s specialization within a certain service.
Ability to Deliver (y-axis)
Ability to Deliver considers three criteria:
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List of the Top 15 AI Consulting Firms
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$50,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
35% AI Consulting65% Other -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
37.5/40.017.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Consulting60% Other -
$100,000+$50 - $99 / hr250 - 999Cluj-Napoca, Romania
Ability to deliver
39/40.019.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
25% AI Consulting75% Other -
$10,000+$25 - $49 / hr250 - 999Reston, VA
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
20% AI Consulting80% Other -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
38.4/40.019/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
20% AI Consulting80% Other -
$25,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
39.1/40.019.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
34% AI Consulting66% Other -
$75,000+Undisclosed250 - 999Charlotte, NC
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
20% AI Consulting80% Other -
$5,000+$25 - $49 / hr50 - 249Jaipur, India
Ability to deliver
38.8/40.019.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
30% AI Consulting70% Other -
$50,000+$50 - $99 / hr250 - 999London, England
Ability to deliver
37.5/40.018.2/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
25% AI Consulting75% Other -
$5,000+$150 - $199 / hr1,000 - 9,999Cranbury, NJ
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
39.1/40.019.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
25% AI Consulting75% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
39/40.019.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
25% AI Consulting75% Other -
$75,000+$150 - $199 / hr50 - 249Frederick, MD
Ability to deliver
39.5/40.019.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
20% AI Consulting80% Other -
$50,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
37/40.018.6/20 Reviews10/10 Clients & Experience8.3/10 Market PresenceService focus
25% AI Consulting75% Other -
$25,000+$50 - $99 / hr50 - 249Kraków, Poland
Ability to deliver
39.3/40.019.4/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
20% AI Consulting80% Other -
$25,000+$50 - $99 / hr250 - 999Wrocław, Poland
Ability to deliver
37.9/40.018.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
20% AI Consulting80% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.5/40.018.6/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
25% AI Consulting75% Other -
$5,000+$25 - $49 / hr250 - 999Frisco, TX
Ability to deliver
37.5/40.018/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
20% AI Consulting80% Other -
$10,000+$50 - $99 / hr10 - 49
Ability to deliver
35.9/40.016.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
65% AI Consulting35% Other -
$50,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
39.4/40.019.4/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
37.3/40.017.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Consulting70% Other -
$5,000+$25 - $49 / hr50 - 249Los Angeles, CA
Ability to deliver
38.6/40.019.6/20 Reviews10/10 Clients & Experience9/10 Market PresenceService focus
20% AI Consulting80% Other -
$100,000+$50 - $99 / hr10 - 49Warszawa, Poland
Ability to deliver
35.7/40.016.2/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
60% AI Consulting40% Other -
$25,000+$50 - $99 / hr250 - 999Gliwice, Poland
Ability to deliver
39.1/40.019.2/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$50 - $99 / hr50 - 249Warszawa, Poland
Ability to deliver
36.5/40.016.8/20 Reviews9.9/10 Clients & Experience9.7/10 Market PresenceService focus
35% AI Consulting65% Other -
$25,000+$50 - $99 / hr250 - 999Aventura, FL
Ability to deliver
38.9/40.019.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% Other -
$50,000+$50 - $99 / hr10 - 49Bogotá, Colombia
Ability to deliver
38.6/40.019.2/20 Reviews10/10 Clients & Experience9.4/10 Market PresenceService focus
20% AI Consulting80% Other -
$10,000+$25 - $49 / hr50 - 249Kraków, Poland
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% Other -
$1,000+$50 - $99 / hr50 - 249
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% Other -
$50,000+$50 - $99 / hr250 - 999Yerevan, Armenia
Ability to deliver
34.7/40.016.6/20 Reviews10/10 Clients & Experience8.1/10 Market PresenceService focus
30% AI Consulting70% Other
Latest AI Consulting Articles
See all articlesClutch Report: 61% Say AI Eased Their Job Search, 92% Fear It’ll Shrink the Job Market
Washington, D.C. — July 21, 2026 — Clutch today released new research on how AI is reshaping the job search. Among 590 U.S. job seekers surveyed, 80%...
The State of AI Hiring in 2026
To better understand how AI is reshaping the job search in 2026, Clutch surveyed 590 job seekers about how they use the technology and how they feel about...
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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