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.
15 Leaders 15 Contenders
8,703 Companies
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 project management
Clients consistently praise Opinov8 for their exceptional project management capabilities. One client highlighted their flexibility in adapting to different project management styles, stating they seamlessly integrated within their existing frameworks. Another emphasized their transparent communication and responsiveness, noting that even during challenging times, Opinov8 maintained a strong work ethic and commitment to delivering results. Overall, the sentiment reflects high satisfaction with their project management approach, characterized by effective collaboration and adaptability.-
Web Revamp for Marketing Transformation Company
5.0 May 5, 2022They’re very good at project management. With any provider, there's a challenge to understand how a company and its people work, which we’ve nailed down by now. For example, although their communication has always been amazing, it wasn’t in the way our company wanted, so the team made changes. We work in an Agile fashion with them and use Microsoft Teams and Slack to keep in touch. Overall, Opinov8 has always been transparent and in constant communication throughout.
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Mobile App & Platform Dev for Employee Payment Application
5.0 Oct 5, 2021Opinov8 has daily scrum meetings to which we attend. We’re constantly part of the project and the solution because if we didn’t collaborate with them, the outcome wouldn’t be what we expected. We have two-week sprints and work on an Agile methodology. Additionally, we have a Kanban board for integrations, and we manage the project daily. We also have some in-house developers in Spain, and Opinov8 now manages that team simultaneously.
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Development Staff Augmentation for Telemedicine Platform
4.5 Sep 15, 2021We work in Scrum, with some modifications appropriate for our organization. Opinov8 takes an approach to communication that’s a bit different from most outsourcing companies. They’re very project-oriented and have strong opinions about the workflows. That was fine for us initially, but, as we grew our operations and started to have in-house processes, we needed Opinov8 to adapt to those processes and tooling. They’re working within our systems at this point, at an individual level.
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Custom Software Dev for Startup Development House
5.0 Jun 2, 2020They’re great. They’re flexible and meld to the project management style of your organization. Once they find that fit, in terms of project management style and needs for their organization, they work very well within that framework. They can also set up a framework if you don’t have one too. We use Jira extensively.
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Software Dev for HR Company
4.0 Apr 11, 2019Opinov8 Technology Services has managed the project very well. When I’ve made specialized requests for reporting that relate to how I run our part of the business, they’ve been very accommodating. Their standard reporting has been perfectly adequate for our needs. We communicate mainly over email and conference calls using technology like Google Hangouts. They send us regular progress updates and let us know about delays or if anything isn't necessarily going as planned.
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Industry Experience
Opinov8 Digital and Engineering Solutions has received positive feedback across various industries, including Information Technology, Financial Services, Medical, Gambling, and Arts & Entertainment. Clients commend their expertise in software development, particularly in React, .NET, and cloud technologies. Their strengths lie in responsive project management, high-quality talent, and the ability to adapt to client needs. Overall, the sentiment is strong, indicating that Opinov8 is a suitable partner for those in need of technical and engineering solutions within these sectors.
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Information technology Automotive Software Engineering Arts, entertainment & music Medical Gambling Advertising & marketing Logistics & Supply Chain Other Industry Human Resources Other industries Healthcare IT Services Financial servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praise Opinov8 Digital and Engineering Solutions for their competitive pricing and exceptional value for money. One client noted that their budget fit well with Opinov8's offerings, highlighting a 'good value for cost' sentiment. Another remarked on significant cost savings of around 20% due to the efficiency and quality of work provided. Overall, the sentiment is overwhelmingly positive, with many clients expressing satisfaction with the high-quality output relative to the investment made.Was 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 Trustworthy
Clients consistently express trust in Dotsquares, citing their effective communication and understanding of project goals. One client noted, "Because we built trust early, I know that they understand the concepts at play." Another remarked on the thoroughness of their proposals, stating they were the most professional among competitors. Overall, feedback highlights Dotsquares' responsiveness and reliability, with clients feeling confident in their abilities to manage projects and deliver quality results.-
Bespoke .NET CRM Automation & Web Apps for Travel Agency
5.0 Jan 9, 2017They’ve allowed us the flexibility to work with our style. We drive the developers directly and we trust them. The systems that have been built with Dotsquares have enabled the company to scale without adding so many human beings because the technology has automated a lot of the process.
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Web and App Dev for Jobs Platform
5.0 Sep 5, 2018We worked through a step-by-step process and the project manager was really helpful. He kept me updated throughout with emails every morning and evening to share what was planned for the day and what had actually been completed. He also gave suggestions on what we could do to improve the product which, though they came at a cost, were beneficial. Their approach was perfectly suited to my needs. I trusted them to do the work.
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App and Web Creation for Healthcare Tech Company
4.5 Sep 22, 2018Because we built trust early, I know that they understand the concepts at play and what’s achievable for us. They’re affordable, responsive to changes and requests, and offer original suggestions and opinions.
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Android & iOS Development for Messaging Platform
5.0 Sep 12, 2018Our project manager truly understood our objectives and was prompt in discussing all of our concerns. Their team offers excellent suggestions and can be trusted with any project. Throughout the development process, we experienced several junctures that required changes or improvements, and they were organized enough to handle everything in stride.
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Industry Experience
Dotsquares has garnered positive feedback across various industries, notably in Education, Financial Services, and Real Estate. Clients commend their strong project management, effective communication, and ability to deliver tailored solutions within budget. In Education, they excel in developing web-based systems for institutions. In Financial Services, they demonstrate expertise in CRM and automation solutions. Real Estate clients appreciate their adept integration of systems like Zoho. Overall, Dotsquares is particularly well-suited for clients seeking reliable, dedicated development services in these sectors.
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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
Dotsquares is frequently praised for its cost-effectiveness and value for money, with several clients noting that their pricing fits within budget constraints while delivering high-quality work. A Director from Gurukul Academy highlighted their 'truly cost-effective solution,' while another client from Vital Business appreciated the 'good value for cost.' Overall, clients express strong satisfaction with the services provided, often recommending Dotsquares for their reliability and dedication to meeting project needs without compromising quality.Was this helpful?
More responsive than most other service providers
Get in TouchDotsquares is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
$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.
1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Recent reviews highlight X2 Labs' exceptional dedication and expertise, particularly in transforming a half-completed app into a successful MVP for Futi, a soccer live score platform. Clients commend their proactive approach, integrating over 15 machine learning models and improving app performance significantly. The team is praised for their partnership mentality, treating client projects as their own, and delivering quality work without compromise. Overall sentiment is overwhelmingly positive, with no noted areas for improvement.Was this helpful?
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.
Read All ReviewsSelect Industry to see insights
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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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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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 Creative
Clients have consistently praised LaunchPad Lab for their creativity and innovative solutions. One client highlighted their ability to 'come up with creative solutions' and effectively conceptualize projects, while another noted their 'creative ideas' and responsiveness to feedback. Overall, the sentiment is overwhelmingly positive, with clients expressing satisfaction and appreciation for the team's creative approach in addressing their unique challenges.-
Web & Platform Dev for Scholarship-Granting Organization
5.0 May 4, 2020They did a great job conceptualizing the project and executing it. The process has been very iterative, and whenever we tell them we need something, they discuss amongst themselves and create a solution. They always come up with creative solutions.
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Web Design for Real Estate Management Firm
5.0 Jan 24, 2019We valued that Kohactive created a final product that perfectly matched our vision. They also provided valuable insight during development and gave us creative ideas to help convey our key message, which we appreciated.
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Wordpress Redesign for Wealth Management Firm
5.0 Jun 14, 2017I think they’re very creative. They sat down with us and listened to how we viewed ourselves, in order to put a pen to paper and put it on a screen. I think that was very helpful. They put together something I don’t think I could have done myself in terms of vision. I think they were really great in that regard.
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Ongoing Web Development for Startup Financial Trading Platform
4.5 Mar 12, 2014Versatile. If I tell them I have a software need, even if they don’t have prior experience doing that specific thing, they can go out and learn how to do that very quickly. Yes, their backgrounds. The three first founders – one was a lawyer, one was an engineer, one was a trader. They’ve got a perspective that’s much wider than most Web development companies. They understand my perspective better because of that, and it takes less time to explain my goals and needs to them. Professional and creative.
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Website Design for Professional Services Company
5.0 Dec 6, 2018The combination of their technical and creative expertise sets them apart. They also educated us throughout the engagement and provided a lot of valuable feedback to help us improve the outcome of the website.
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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 comprehensive IT services provider specializing in managed IT services, cybersecurity, and cloud solutions. Reviews consistently commend their exceptional service quality and responsiveness, with approximately 90% of clients noting their proactive communication and expertise in handling IT-related issues. While some suggest improvements in response times for urgent support, the vast majority appreciate Integris' dedication to customer satisfaction and their ability to tailor solutions to specific business needs.
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?
Average Project Cost Breakdown
Read All ReviewsWhat 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.Was this helpful?
More responsive than most other service providers
Get in TouchIntegris 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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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 -
$25,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
39.5/40.019.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
34% AI Consulting66% 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 -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
38.6/40.019.2/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
20% AI Consulting80% 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 -
$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 -
$50,000+$50 - $99 / hr250 - 999London, England
Ability to deliver
37.9/40.018.6/20 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 -
$50,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
37.2/40.018.8/20 Reviews10/10 Clients & Experience8.3/10 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 -
$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 -
$5,000+$25 - $49 / hr50 - 249Los Angeles, CA
Ability to deliver
38.8/40.019.8/20 Reviews10/10 Clients & Experience9/10 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 -
$25,000+$50 - $99 / hr250 - 999Aventura, FL
Ability to deliver
39.3/40.019.8/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% 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 -
$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 -
$10,000+$150 - $199 / hr50 - 249Atlanta, GA
Ability to deliver
39.4/40.020/20 Reviews10/10 Clients & Experience9.4/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$50 - $99 / hr10 - 49London, England
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
10% AI Consulting90% Other
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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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