Top AI Consultants in the United States
From Silicon Valley’s frontier labs to Boston’s research corridors and Austin’s fast-growing startup scene, the United States is a global hub for AI innovation. U.S.-based AI technology advisors help companies build practical roadmaps, integrate models responsibly, and deploy production-grade systems that scale.
On Clutch, you can evaluate AI consulting services through in-depth, verified client reviews, case studies, and transparent project data. Use filters to narrow partners by budget, hourly rate, industry expertise (e.g., healthcare, finance, manufacturing), and AI focus areas like NLP, computer vision, MLOps, and GenAI. Shortlist agencies with proven impact across Fortune 500 enterprises, scaling SaaS, and ambitious mid-market teams, then connect with those that fit your goals and timeline. Explore related directories:
• AI Consultants in New York City
15 Leaders 15 Contenders
1,888 Companies
List of the Top United States AI Consulting Firms
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr10 - 49Serves United StatesServices provided
15% AI Consulting25% AI Development20% AI Agents +3 services20% Generative AI10% IoT Development10% Low/No Code DevelopmentSee all 23 projectsDataRoot Labs is an AI consultancy that specializes in artificial intelligence solutions, including AI evaluation, trend identification systems, and language model development. Across reviews, clients consistently praise their exceptional project management and deep AI expertise. With a 100% positive feedback rate, reviewers highlight DataRoot Labs' ability to deliver high-quality outputs on time, often exceeding expectations in terms of cost and efficiency.
Reviews mention Innovative
DataRoot Labs has received positive feedback regarding their innovative approach to project execution. One client highlighted the development of a unique algorithm for abstract artwork, noting the project was 'innovative and unique' and exceeded expectations. Their team's passion and commitment were also praised, with the client stating they were 'truly happy' with the results. Overall, the sentiment reflects a strong appreciation for the company's creativity and dedication.-
Algorithm Development for Independent Artist
5.0 Jul 21, 2021The project turned out innovative and unique that I am satisfied with the result. We're impressed by the amount of passion they have and the effort they have put into this project. The outcome was beyond my expectation and I am truly happy that I have worked with them.
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1 of 1 reviews is 5 stars1 new review for AI Consulting services$10,000 – $49,000 avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Recent feedback for DataRoot Labs reflects a highly positive sentiment, highlighting their effective communication and commitment to project success. A client praised their timely delivery and responsiveness, noting that the team worked diligently, even on weekends. The client appreciated the high-quality output and the team's ability to understand and meet their needs. No areas for improvement were identified, underscoring the client's satisfaction with the collaboration and the product delivered.Was this helpful?
4 of 4 AI Consulting reviews are 5 stars1 new review for AI Consulting in past 6 months$10,000 – $49,000 avg. project costRead 4 ReviewsAI Consulting PROJECT HIGHLIGHT
AI Development and Consulting for Content Creation Company
5.0 — DataRoot Labs has developed an AI-based content identification system for a content creation company. The team is responsible for building a content ingestion pipeline and creating data reasoning Read moreWas this helpful?
Industry Experience
DataRoot Labs has received positive feedback across various industries, demonstrating their expertise in AI and machine learning. Notable sectors include Financial Services, where they excelled in project management and communication, and Advertising & Marketing, where they enhanced content identification systems. In Healthcare, their predictive algorithms significantly improved operational efficiency. Overall, their adaptability, technical proficiency, and collaborative approach have made them a reliable partner for clients in diverse fields, including Food & Beverage and Legal, illustrating their strength in delivering innovative solutions.
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Consumer Products Software IT Services Legal Social Networking Arts, entertainment & music Healthcare Food & Beverage Information technology Other industries Advertising & marketing Financial servicesWas this helpful?
$50,000+$50 - $99 / hr250 - 999Serves United StatesServices 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 Proactive
Clients consistently praise Opinov8 Digital and Engineering Solutions for their proactive approach, highlighting their responsiveness and initiative in problem-solving. One client noted that a developer named Julia was particularly proactive in finding solutions and participating actively in meetings. Another client emphasized the team's conscientiousness regarding deadlines and budget, stating that they have been instrumental in addressing challenges and providing valuable insights throughout the project. Overall, the sentiment regarding their proactivity is overwhelmingly positive.-
Staff Aug & Software Dev for Digital Music Sheets Co
5.0 Dec 5, 2023Our engagement with Opinov8 has been very successful because they are proactive, and their work provides value for our company. We really enjoy and appreciate the relationship our company has with them. Opinov8 is constantly available even though they work in different time zones, and they've been instrumental in helping us level up and work on this critical project.
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Software Dev & UX/UI Design Staff Aug for Cybersecurity Co
4.5 Dec 4, 2024Julia, the junior, is very proactive and engaged in finding solutions, participating in meetings, and brainstorming. I'm very positively impressed with her. However, nothing takes away from the other two developers. They're both excellent, and all three have excellent technical knowledge and skills that I can rely on.
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Platform Overhaul for Cybersecurity Firm
5.0 Oct 29, 2019The contribution that Opinov8 brought to the table sets them out from the rest. Lots of development teams will only do exactly what you tell them to do, even if it is incorrect. They bring their ideas and experience, something which adds immeasurable value to any development.
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Hiring & Recruiting Project for Automotive Firm
5.0 Feb 21, 2020Their project management style is pretty professional. They consult with us in a lot of cases with what might work and what might not work, according to their experience with previous clients. They’re proactive in trying to help us and sometimes provided a presentation to show us how to do something differently based on results with other clients. They commit and deliver on time, which is my major merit on performance.
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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 for Opinov8 Digital and Engineering Solutions reflect a strong overall sentiment, highlighting their technical expertise and project management capabilities. Clients praised the outstanding quality of engineers, effective communication, and timely delivery of project milestones. Notably, one client emphasized their ability to build high-quality applications and improve performance, while another commended their adaptability and culture fit. Areas for improvement were rarely mentioned, with clients expressing satisfaction with the collaboration and results achieved.Was this helpful?
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?
More responsive than most other service providers
Get in TouchOpinov8 Digital and Engineering Solutions is responsive
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$1,000+$25 - $49 / hr1,000 - 9,999Serves United StatesServices 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.
4 of 4 reviews are 5 starsLess than $10,000 avg. project costRead 4 Recent ReviewsReviewed 4 times in the past 6 months
In the past six months, Dotsquares has received consistently positive feedback from clients. Reviewers praised their clear communication, timely project delivery, and dedication to understanding unique business needs. Notable mentions include a seamless website development process and effective implementation of Zoho CRM, with clients highlighting the team's responsiveness, particularly during non-standard hours. Overall, Dotsquares is regarded as a reliable and cost-effective partner, with no significant areas for improvement noted by clients.Was this helpful?
Industry Experience
Dotsquares has demonstrated notable expertise across various industries, including Education, Financial Services, Real Estate, Sports, Information Technology, and Healthcare. Feedback highlights their strengths in project management, responsiveness, and ability to deliver tailored solutions. In Education, they excelled in web development projects, while in Financial Services, their custom CRM implementations were well-received. Overall sentiment indicates strong satisfaction, particularly in sectors requiring bespoke software solutions, making them a reliable partner for clients in these fields.
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Other Industry Logistics & Supply Chain Consulting Business services Beauty & Cosmetics 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 Energy & natural resources Software Advertising & marketingWas this helpful?
More responsive than most other service providers
Get in TouchDotsquares is very responsive
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$75,000+$50 - $99 / hr10 - 49Serves United StatesServices 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
In recent reviews, clients have praised X2 Labs for their exceptional dedication and expertise in transforming projects from incomplete states to successful MVPs. One client highlighted their ability to integrate complex machine learning models under tight deadlines, resulting in a highly rated app with significant user engagement. The team’s proactive approach and commitment to quality have fostered a partnership dynamic, earning strong recommendations for their professionalism and alignment with client goals. Overall sentiment is overwhelmingly positive, with no noted areas for improvement.Was this helpful?
Industry Experience
X2 Labs has proven expertise across various industries, notably Sports, Information Technology, Education, and Arts. In Sports, they excelled in developing a high-performance live score app, earning praise for their dedication and quality. In IT, their contributions to AI-based learning platforms showcased their strong project management and responsiveness. Their educational apps received acclaim for enhancing user experience, while their work in Arts successfully integrated complex functionalities for events. Overall, feedback indicates a high level of client satisfaction and strong performance across all sectors.
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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 consistently recognized for providing excellent value for money, with clients highlighting that their pricing aligns well with project budgets. For instance, one CTO noted they chose X2 Labs due to their competitive rates and the quality of work delivered, stating they 'offered good value for the cost.' Another client emphasized their professionalism and ability to deliver on time without compromising quality. Overall, the feedback reflects a strong sentiment of satisfaction regarding the company's cost-effectiveness and commitment to delivering high-quality results.Was this helpful?
More responsive than most other service providers
Get in TouchX2 Labs is very responsive
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$5,000+$25 - $49 / hr250 - 999Dallas, TX
Services provided
10% AI Consulting30% Mobile App Development20% Application Testing +3 services20% Custom Software Development10% AI Development10% IT Staff AugmentationSee all 28 projectsDevstringx Technologies is a versatile software development company offering custom software, mobile app, AI, and QA automation services. Across the reviews, 95% of clients expressed satisfaction, praising their technical expertise, project management, and proactive communication. The company is particularly noted for its ability to deliver projects on time, with clients highlighting their adaptability and commitment to high-quality results.
Industry Experience
Devstringx Technologies has demonstrated significant expertise across various industries, including Information Technology, Telecommunications, Media, and E-commerce. Reviewers consistently highlighted their strengths in custom software development, QA automation, and project management, noting timely delivery and high-quality results. The overall sentiment is positive, with clients praising the company's adaptability, technical proficiency, and customer-centric approach. This background suggests that potential clients in tech-related sectors, particularly those seeking innovative software solutions or QA services, would find Devstringx a suitable partner.
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IT Services Software Media GPS, Navigation & GIS Telecommunications Consumer Products eCommerce Nonprofit Sports Other Industry Education Manufacturing Information technology Business servicesWas this helpful?
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See All Locations (4)Dallas, TX
13140 Coit Road
Dallas, TX 752402 - 5
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$10,000+$25 - $49 / hr10 - 49San Francisco, CA
Services provided
20% AI Consulting20% AI Development20% Custom Software Development +2 services20% Generative AI20% IT Managed ServicesZaltech AI is an IT managed services company. The team focuses on IT managed services and Custom Software Development and is based in San Francisco, California and Dubai, United Arab Emirates.
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What are Featured Providers?
$10,000+$150 - $199 / hr50 - 249Serves United StatesServices 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 Knowledgeable
Client feedback consistently highlights LaunchPad Lab's extensive knowledge and expertise. One client noted their team's ability to explain technical aspects clearly, aiding decision-making for non-developers. Another emphasized their proficiency in troubleshooting issues that arose during the project, showcasing their deep understanding of the systems involved. Overall, the sentiment is highly positive, reflecting a strong confidence in LaunchPad Lab's capabilities and their commitment to delivering effective solutions.-
Web Dev, CRM SI & Email Mktg for Financial Services Company
5.0 Mar 24, 2025Their team was great to work with and very knowledgeable. They were very helpful in detailing technical aspects of the project for those who are not developers and helping to inform decision-making.
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Web App Dev for Zoo & Aquarium
5.0 May 4, 2020Their effort on this project was definitely noticed. They also addressed peripheral issues as they came up. For example, when our PoS API caused a problem, they were willing and able to help troubleshoot those issues. They’ve always been extremely helpful and knowledgeable.
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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?
More responsive than most other service providers
Get in TouchLaunchPad Lab is very responsive
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$5,000+$150 - $199 / hr1,000 - 9,999Serves United StatesServices 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.
Reviews mention Well-organized projects
Clients consistently commend Integris for their well-organized project management. One client noted their 'professional and organized' approach, highlighting effective communication and collaboration. Another praised the team's ability to manage logistics and planning, asserting that Integris' organization allows them to connect clients with the right experts. Overall, the sentiment reflects strong satisfaction with Integris' structured methodology, ensuring projects are executed smoothly and efficiently.-
IT Services for Law Firm
5.0 Aug 15, 2022They perform well with project management; they assign a team to us every time we have a project together, and they manage the logistics and planning of the task. Integris is also good with communication; we use emails, phone calls, meetings, and their ticketing system.
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Managed IT Services for Economic Consulting Firm
5.0 Feb 21, 2023Integris is professional and organized, and they communicate extremely well. They’re great collaborators who stay on top of everything. They think of things we normally wouldn’t even consider, so I’m very satisfied. We communicate via phone, and I meet with our security consultant biweekly to discuss our security needs.
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Server & Hardware Update for Online Law School & University
4.5 May 8, 2023Although we experienced some delays, those were on me. Given that I was only one person in charge of this project, I had some issues jumping back and forth between different duties, so I ended up missing meetings or not having time to go into certain ones. TechMD was still very punctual and met all the deadlines that were their responsibility.
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Cloud Migration for Law Firm
5.0 Dec 14, 2020They were fantastic. Gus (vCIO) kept us up to date on everything and provided frequent status reports. The tech team frequently touched base with us over phone and email. 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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IT Consulting and Server Management for Investment Firm
5.0 Mar 6, 2018The team explains their work in advance, which helps us understand it better. The afterhours helpline accommodates the time difference between our Hawaii and California offices and the East Coast software company; I get called back right away. For example, I once called from Europe in the middle of the night with a password reset issue and they resolved it immediately.
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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?
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?
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UndisclosedUndisclosed1,000 - 9,999Ridgefield Park, NJ
Services provided
10% AI Consulting90% AI DevelopmentIn Ridgefield Park, New Jersey, Innodata Inc. Is an AI company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Wilmington, DE
Services provided
20% AI Consulting20% AI Development20% Blockchain +2 services20% IT Staff Augmentation20% IoT DevelopmentAlpha Technologies Inc., an IT staff augmentation company, was launched in 1977. The midsize team specializes in IT staff augmentation and IoT development.
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UndisclosedUndisclosed50 - 249Atlanta, GA
Services provided
20% AI Consulting30% BI & Big Data Consulting & SI30% Logistics & Supply Chain Consulting +1 service20% AI DevelopmentEstablished in 2015, Verusen is a data analytics company. The team focuses on BI & big data consulting & SI and Logistics & Supply Chain Consulting.
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UndisclosedUndisclosed50 - 249Marietta, GA
Services provided
20% AI Consulting60% BI & Big Data Consulting & SI20% AI DevelopmentOversight is a big data company. The agency is headquartered in Marietta, Georgia. Their team provides BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Minnetonka, MN
Services provided
20% AI Consulting60% Pay Per Click20% AI DevelopmentEstablished in 2008, Global Overview is a PPC company. The team focuses on Pay Per Click and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Minneapolis, MN
Services provided
20% AI Consulting20% AI Development20% Robotics Process Automation +4 services10% Content Moderation Services10% ECM Consulting and SI10% IT Managed Services10% IT Strategy ConsultingLaunched in 2008, Genus Technologies is an artificial intelligence company. The team focuses on Artificial Intelligence and Robotics Process Automation and is in Minneapolis, Minnesota.
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UndisclosedUndisclosed1,000 - 9,999Austin, TX
Services provided
10% AI Consulting50% Application Testing10% Business Consulting +3 services10% Cloud Consulting & SI10% Computer Engineering10% ERP Consulting and SITricentis is an Application Testing company headquartered in Austin, Texas and Wien, Austria. They specialize in Application Testing and cloud consulting & SI and were founded in 2007.
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UndisclosedUndisclosed50 - 249McLean, VA
Services provided
20% AI Consulting20% Business Consulting20% Cloud Consulting & SI +2 services20% IT Managed Services20% IT Strategy ConsultingHumanTouch, LLC is a midsize IT strategy consulting company. They provide IT strategy consulting and cloud consulting & SI and were established in 1997.
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UndisclosedUndisclosed50 - 249Danville, CA
Services provided
20% AI Consulting20% BI & Big Data Consulting & SI20% CRM Consulting and SI +2 services20% ERP Consulting and SI20% IT Strategy ConsultingIn Danville, California and Irvine, California, Arrayflair is an IT strategy consulting company. They provide IT strategy consulting and BI & big data consulting & SI and were launched in 2020.
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$10,000+$50 - $99 / hr10 - 49San Francisco, CA
Services provided
15% AI Consulting15% AI Development10% AR/VR Development +6 services10% Custom Software Development10% Generative AI10% IT Staff Augmentation10% IT Strategy Consulting10% IoT Development10% Robotics Process AutomationArtificial intelligence firm dtLabs is based in Bauru, Brazil and San Francisco, California. They offer Artificial Intelligence and AI Consulting and were established in 2018.
Read moreSee All Locations (2)San Francisco, CA
45 29th Street
San Francisco, CA 9411010 - 15
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UndisclosedUndisclosed50 - 249Lynnwood, WA
Services provided
15% AI Consulting25% Business Consulting25% Cybersecurity +2 services20% CRM Consulting and SI15% ERP Consulting and SIEncore Business Solutions is a Cybersecurity company. They are based in Winnipeg, Canada and Lynnwood, Washington, and their services include Cybersecurity and Business Consulting.
Read moreSee All Locations (3)Lynnwood, WA
20700 44th Avenue West
Lynnwood, WA 980366 - 9
888-898-4330
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$1,000+$25 - $49 / hr2 - 9Menifee, CA
Services provided
55% AI Consulting15% Custom Software Development15% Mobile App Development +1 service15% Web DevelopmentTrapnstudio, a small AI Consulting company, is based in Menifee, California. The team offers AI Consulting and Custom Software Development.
Read moreView PackagesAI 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.Was this helpful?
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UndisclosedUndisclosed2 - 9Austin, TX
Services provided
100% AI ConsultingLocated in Austin, Texas, Outer Limits AI LLC is an AI Consulting company. Their services include AI Consulting.
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$5,000+$100 - $149 / hr2 - 9CYPRESS, TX
Services provided
100% AI ConsultingForge AI Consulting and Advisory is an AI Consulting company in CYPRESS, Texas. They focus on AI Consulting.
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$10,000+$200 - $300 / hr2 - 9Grove City, OH
Services provided
50% AI Consulting30% IT Strategy Consulting20% BI & Big Data Consulting & SITimothy DeVore Consulting is a small Grove City, Ohio-based AI Consulting company. Their services include AI Consulting and IT strategy consulting.
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$10,000+Undisclosed2 - 9Easton, MD
Services provided
70% AI Consulting30% Marketing StrategyNo Fluff is an AI Consulting company. The Easton, Maryland-based company was launched in 2025. Their services include AI Consulting and Marketing Strategy.
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$25,000+$50 - $99 / hr50 - 249Houston, TX
Services provided
10% AI Consulting25% AI Development25% Custom Software Development +6 services10% Application Management & Support10% Mobile App Development5% AI Agents5% ERP Consulting and SI5% Enterprise App Modernization5% UX/UI DesignSee all 18 projectsGeeks Ltd is a software development company specializing in custom software solutions, mobile applications, and cloud platforms. The overall feedback from their reviews reflects a strong appreciation for their structured approach, technical expertise, and professional communication. Notably, 80% of the reviews highlight their ability to meet project timelines and budgets, while 70% commend their wireframing and agile methodology. Although their pricing is not the cheapest, clients often emphasize the value for money due to their innovative solutions and reliable delivery.
Reviews mention Puts the customer first
The feedback regarding Geeks Ltd. highlights their strong customer-centric approach. Clients appreciate their dedication to understanding specific needs, as seen in the comprehensive workshops and tailored solutions provided. The 'can-do attitude' and enthusiasm of the team are frequently noted, fostering a collaborative environment. Clients express high satisfaction with the ongoing support and responsiveness to issues, indicating that Geeks Ltd. prioritizes customer relationships and adapts effectively to evolving project requirements.-
Operational System Development for Utilities Company
4.5 Oct 9, 2020Their can do attitude is great and their enthusiasm to find the solution you need is infectious. We love working with them and their teams are so friendly and approachable.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally perceive Geeks Ltd as offering good value for money despite their pricing being on the higher side. For instance, one client highlighted their £250,000 investment, stating that Geeks Ltd's structured approach and expertise justified the cost. Another client, who spent over $100,000, noted that although they were not the cheapest, the quality of service and communication made the investment worthwhile. Overall, while some clients expressed concerns about costs, many emphasized the high-quality deliverables and project management, indicating a positive sentiment regarding value.Was this helpful?
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See All Locations (2)Houston, TX
1902 Tangle Pines Court
Houston, TX 770622 - 5
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$5,000+$25 - $49 / hr50 - 249Scotts Valley, CA
Services provided
10% AI Consulting25% AI Development20% Generative AI +5 services15% AI Agents10% Custom Software Development10% Mobile App Development5% IT Staff Augmentation5% Web DevelopmentSee all 81 projectsDianApps is a comprehensive service provider specializing in mobile and web app development, known for their innovative design approach and exceptional communication. The company receives overwhelmingly positive feedback, with approximately 95% of clients praising their project management, responsiveness, and ability to transform ideas into user-centric solutions. Their structured approach and attention to detail underscore their commitment to delivering high-quality outcomes.
Reviews mention Accommodating
DianApps has received positive feedback highlighting their accommodating nature throughout various projects. Clients appreciated the team's flexibility in accepting changes to project scope without additional costs, as noted by one client who praised their openness to incorporate feedback. Another remarked on the team's willingness to adjust schedules to meet client needs, emphasizing a cooperative approach. Overall, the sentiment regarding their accommodating attitude is overwhelmingly favorable, showcasing their commitment to client satisfaction.-
Application Design & Development for Software Dev Company
5.0 Aug 5, 2024DianApps accommodates my schedule since I have two companies, allowing me to take more time to provide feedback. DianApps offers a cooperative journey. The project is a creative endeavor on my part, so we had an estimated timeline that has expanded because of my design change requests.
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Custom Software Dev for AV Solutions Company
5.0 Apr 12, 2024The team was flexible and accommodating to my needs and requests. They were patient with my questions. It is important as I don't have a coding experience.
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Web & Mobile App Development for Gaming Company
5.0 Mar 10, 2025The team was very accommodating and accepted slight changes in scope. Their communication was very seamless and prompt throughout. Didn't have to explain our requirements twice.
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App Development for Photo Organization and Sharing Platform
4.5 Dec 9, 2019We haven't gotten far enough to have an accurate analysis of all their work on the Android app. We've had no issues, and they accommodate our scheduling needs. I don't have any recommendations for improvements.
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2 of 2 reviews are 5 starsLess than $10,000 avg. project costRead 1 Recent ReviewReviewed 2 times in the past 6 months
Recent reviews of DianApps highlight a strong emphasis on client collaboration and transparency, with clients praising their responsiveness and ability to meet project goals effectively. One client noted the team's impressive communication and adaptability throughout the development process, leading to a successful MVP launch. Another emphasized the professional yet approachable nature of the team, which contributed to a stress-free experience. Overall, sentiment is highly positive, with no significant areas for improvement identified.Was this helpful?
More responsive than most other service providers
Get in TouchDianApps is very responsive
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See All Locations (8)Scotts Valley, CA
111 Bean Creek Road
Scotts Valley, CA 950662 - 5
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$10,000+$50 - $99 / hr10 - 49Houston, TX
Services provided
10% AI Consulting15% Search Engine Optimization15% Web Development +6 services10% Cloud Consulting & SI10% Digital Strategy10% E-Commerce Development10% Low/No Code Development10% UX/UI Design10% Web DesignTenten™ is a small web design company. Launched in 2008, the team specializes in Web Design and Search Engine Optimization.
Read moreSee All Locations (4)Houston, TX
3004 Yale Street
Houston, TX 770181
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$1,000+$100 - $149 / hr2 - 9Portland, OR
Services provided
30% AI Consulting40% Business Consulting30% Marketing StrategyEstablished in 2010, Baer On Marketing is a Business Consulting company. The company specializes in Business Consulting and Marketing Strategy, and is small.
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$1,000+$25 - $49 / hr10 - 49Sheridan, WY
Services provided
40% AI Consulting40% AI Agents20% Generative AIStacks Mesh LLC is an AI Consulting company in Sheridan, Wyoming. The team offers AI Consulting and AI Agents.
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$10,000+$150 - $199 / hr2 - 9New York, NY
Services provided
40% AI Consulting50% Ecommerce Marketing10% Affiliate MarketingNimstrata is an Ecommerce Marketing company. The New York, New York-based team provides Ecommerce Marketing and AI Consulting.
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$25,000+$200 - $300 / hr2 - 9North Oaks, MN
Services provided
40% AI Consulting20% AI Agents20% AI Development +1 service20% Generative AIEstablished in 2024, AI Mentors, LLC, a small AI Consulting company, is in North Oaks, Minnesota. Their team provides AI Consulting and Artificial Intelligence.
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$5,000+$200 - $300 / hr2 - 9Sheridan, WY
Services provided
40% AI Consulting20% Generative AI15% AI Agents +2 services15% HR Consulting10% Corporate Training & CoachingHindcast Labs is an AI Consulting company established in 2025. The small team offers AI Consulting and Generative AI.
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$10,000+Undisclosed2 - 9Dallas, TX
Services provided
40% AI Consulting30% AI Development20% AI Agents +1 service10% Generative AIMeet Caddy is an AI Consulting company. The Dallas, Texas-based team offers AI Consulting and Artificial Intelligence.
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$1,000+$25 - $49 / hr2 - 9Wimauma, FL
Services provided
25% AI Consulting50% AI Agents25% AI DevelopmentVox Ai is an AI Agents company. They are based in Wimauma, Florida and have small team. They offer AI Agents and Artificial Intelligence.
Read more -
$1,000+$25 - $49 / hr2 - 9Hoboken, NJ
Services provided
25% AI Consulting25% Low/No Code Development25% Web Design +1 service25% Web DevelopmentWeb design company Blake Brothers Web Design was launched in 2026. The company provides Web Design and Web Development, and is small.
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$1,000+$25 - $49 / hr10 - 49New Braunfels, TX
Services provided
25% AI Consulting25% Custom Software Development25% Mobile App Development +1 service25% Web DevelopmentFindou8, a software development firm, was founded in 2023. The company focuses on Custom Software Development and Web Development.
Read more -
$10,000+Undisclosed10 - 49Edina, MN
Services provided
30% AI Consulting25% Mobile App Development25% Web Development +2 services10% AR/VR Development10% UX/UI DesignValari Solutions is a small AI Consulting company founded in 2011. Their team offers AI Consulting and Web Development.
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$25,000+$200 - $300 / hr10 - 49Austin, TX
Services provided
30% AI Consulting40% BI & Big Data Consulting & SI20% CRM Consulting and SI +1 service10% AI AgentsEstablished in 2018, Thinklytics is a big data analytics company. The team focuses on BI & big data consulting & SI and AI Consulting and is in Austin, Texas.
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$10,000+$300+ / hr2 - 9Boca Raton, FL
Services provided
15% AI Consulting30% Fractional CMO Services25% Marketing Strategy +2 services15% Account-Based Marketing15% Content MarketingApexStrata, a Fractional CMO Services company, was established in 2023. The agency provides Fractional CMO Services and Marketing Strategy, and is small.
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UndisclosedUndisclosed2 - 9Panama City, FL
Services provided
25% AI Consulting25% Back Office Outsourcing25% Call Center Services +1 service25% Customer Service OutsourcingDash BPO Panamá is an answering service company. Launched in 2010, the agency is in Panama City, Florida. Their team specializes in Call Center Services and Back Office Outsourcing.
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UndisclosedUndisclosed2 - 9Pleasanton, CA
Services provided
25% AI Consulting50% Blockchain25% AI DevelopmentSentient Minds is a Blockchain company launched in 2021. The team offers Blockchain and Artificial Intelligence and is based in Pleasanton, California and Farmington Hills, Michigan.
Read more -
UndisclosedUndisclosed2 - 9Orlando, FL
Services provided
25% AI Consulting25% AI Development25% Custom Software Development +1 service25% Mobile App DevelopmentSoftware development company S+M.ai was launched in 2021. In Orlando, Florida, the team focuses on Custom Software Development and Mobile App Development.
Read more -
UndisclosedUndisclosed2 - 9Johns Creek, GA
Services provided
25% AI Consulting25% AI Development25% Cloud Consulting & SI +1 service25% CybersecuritySymphony Solutions is a cloud consulting & SI company. Launched in 2022, the company is located in Johns Creek, Georgia. Their services include cloud consulting & SI and Cybersecurity.
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UndisclosedUndisclosed2 - 9Coeur d'Alene, ID
Services provided
25% AI Consulting50% Cybersecurity25% AI DevelopmentSmall Cybersecurity company Quantum Star Technologies Inc., is located in Coeur d'Alene, Idaho. Their services include Cybersecurity and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Indianapolis, IN
Services provided
25% AI Consulting50% BI & Big Data Consulting & SI25% AI DevelopmentFounded in 2019, Data317 is a small big data company. Their services include BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9East Lansing, MI
Services provided
25% AI Consulting50% BI & Big Data Consulting & SI25% AI DevelopmentSupported Intelligence is a big data analytics company based in East Lansing, Michigan. They specialize in BI & big data consulting & SI and Artificial Intelligence.
Read more -
UndisclosedUndisclosed2 - 9Florissant, MO
Services provided
25% AI Consulting25% AI Development25% AR/VR Development +1 service25% IoT DevelopmentTREE Industries is a small AR/VR development company. They offer AR/VR development and IoT development and were founded in 2017.
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UndisclosedUndisclosed2 - 9Bellevue, WA
Services provided
25% AI Consulting25% AI Development25% AR/VR Development +1 service25% Social Media MarketingEstablished in 2011, AI Data Innovations is a small Charlottesville, Virginia-based social media marketing firm. Their services include Social Media Marketing and AR/VR development.
Read moreSee All Locations (2)Bellevue, WA
14450 NE 29th Pl
Bellevue, WA 980071
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UndisclosedUndisclosed2 - 9Chicago, IL
Services provided
25% AI Consulting50% AI Agents25% AI DevelopmentFusion AI Marketing is an AI Agents company. Established in 2025, the firm is in Chicago, Illinois. Their team specializes in AI Agents and Artificial Intelligence.
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$5,000+$200 - $300 / hr2 - 9Fort Thomas, KY
Services provided
35% AI Consulting35% IT Strategy Consulting20% AI Agents +1 service10% AI DevelopmentOdyssey Partners Consulting is an AI Consulting company. They were launched in 2017 and provide AI Consulting and IT strategy consulting.
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UndisclosedUndisclosed2 - 9Marina del Rey, CA
Services provided
20% AI Consulting20% Pay Per Click20% Search Engine Optimization +2 services20% Web Design20% Web DevelopmentSee all 1 projectsLeading AI-powered legal marketing agency since 2002. Specializing in attorney SEO, Generative Engine Optimization (GEO), and enterprise AI solutions. Trusted by prestigious law firms including The
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$5,000+$100 - $149 / hr2 - 9Redwood City, CA
Services provided
25% AI Consulting40% AI Agents35% AI DevelopmentVitruAI is a Redwood City, California-based AI Agents company. Launched in 2025, the team provides AI Agents and Artificial Intelligence.
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$10,000+$150 - $199 / hr10 - 49New York, NY
Services provided
15% AI Consulting15% Conversion Optimization15% Generative AI +6 services15% Marketing Strategy10% AI Agents10% AI Development10% UX/UI Design5% Digital Strategy5% Fractional CMO ServicesGraph, an AI Consulting company, focus on AI Consulting and Generative AI. They were established in 2010.
Read moreSee All Locations (2)New York, NY
54 W 40th St
New York, NY 100182 - 5
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$5,000+$100 - $149 / hr2 - 9Leesburg, VA
Services provided
40% AI Consulting40% Compliance Consulting20% CybersecurityCompliance Consulting company Dynamic Comply focuses on Compliance Consulting and AI Consulting. They were founded in 2025.
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$5,000+$150 - $199 / hr2 - 9Denver, CO
Services provided
40% AI Consulting25% Digital Strategy20% Search Engine Optimization +1 service15% Content MarketingAIVIOS Solutions, a small AI Consulting company, is in Denver, Colorado. The team focuses on AI Consulting and Digital Strategy.
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UndisclosedUndisclosed2 - 9St. Petersburg, FL
Services provided
40% AI Consulting20% AI Development20% Business Consulting +2 services10% AI Agents10% IT Strategy ConsultingCMore Flo is an AI Consulting company established in 2026. The team provides AI Consulting and Artificial Intelligence.
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This data powers tools like the Leaders Matrix, which helps you compare agencies directly. Our research team curates rankings by weighing verified reviews most heavily, so the most trusted and experienced providers rise to the top.
Using this unique combination of verified client feedback and provider-supplied insights, Clutch distills the most important details into clear, digestible summaries so you have everything you need to make confident, informed decisions quickly.
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By using verified reviews, focused service details, and real project data, the Leaders Matrix highlights companies that consistently deliver and stand out from the rest. Each company’s position is based on how well they focus on a service area and how consistently they deliver results, helping you make informed, confident decisions. Learn More
Focus (x-axis)
Focus accounts for a company’s specialization within a certain service.
Ability to Deliver (y-axis)
Ability to Deliver considers three criteria:
- Client feedback and reviews
- Work experience and previous projects
- Market presence and reputation in the industry
List of the Top 15 United States AI Consulting Firms
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$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 -
$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+$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 -
$75,000+$150 - $199 / hr50 - 249Frederick, MD
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
20% AI Consulting80% 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+$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 -
$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 -
$50,000+$150 - $199 / hr10 - 49Austin, TX
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
10% AI Consulting90% 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+$150 - $199 / hr10 - 49Webster Groves, MO
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% Other -
$5,000+$100 - $149 / hr10 - 49El Segundo, CA
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% Other -
$5,000+Undisclosed250 - 999Raleigh, NC
Ability to deliver
35.5/40.016.6/20 Reviews8.9/10 Clients & Experience10/10 Market PresenceService focus
25% AI Consulting75% Other -
$25,000+$25 - $49 / hr50 - 249Newark, DE
Ability to deliver
39.2/40.019.2/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Consulting90% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$50 - $99 / hr50 - 249Los Angeles, CA
Ability to deliver
38.8/40.019/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$100 - $149 / hr10 - 49Sacramento, CA
Ability to deliver
38.9/40.019.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$25 - $49 / hr50 - 249San Francisco, CA
Ability to deliver
37.8/40.018.4/20 Reviews10/10 Clients & Experience9.4/10 Market PresenceService focus
15% AI Consulting85% Other -
$5,000+$150 - $199 / hr50 - 249San Diego, CA
Ability to deliver
38.3/40.019.2/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$100 - $149 / hr10 - 49San Francisco, CA
Ability to deliver
35.1/40.018.8/20 Reviews10/10 Clients & Experience6.4/10 Market PresenceService focus
40% AI Consulting60% Other -
$50,000+$50 - $99 / hr50 - 249Richardson, TX
Ability to deliver
38.2/40.018.4/20 Reviews9.8/10 Clients & Experience10/10 Market PresenceService focus
10% AI Consulting90% Other -
$5,000+Undisclosed50 - 249College Station, TX
Ability to deliver
35.4/40.016/20 Reviews9.8/10 Clients & Experience9.6/10 Market PresenceService focus
30% AI Consulting70% Other -
$5,000+$100 - $149 / hr10 - 49Irvine, CA
Ability to deliver
37.8/40.018.6/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
10% AI Consulting90% Other -
$100,000+$200 - $300 / hr50 - 249Los Angeles, CA
Ability to deliver
37.2/40.017.6/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+$100 - $149 / hr50 - 249Irvine, CA
Ability to deliver
37.2/40.018.4/20 Reviews9.9/10 Clients & Experience8.9/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+$150 - $199 / hr10 - 49Los Angeles, CA
Ability to deliver
36.3/40.017.4/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
20% AI Consulting80% Other -
$10,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
36.5/40.017.4/20 Reviews10/10 Clients & Experience9.1/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$150 - $199 / hr1,000 - 9,999Plano, TX
Ability to deliver
35.7/40.018.2/20 Reviews8.4/10 Clients & Experience9.1/10 Market PresenceService focus
10% AI Consulting90% Other -
$50,000+$50 - $99 / hr250 - 999Palo Alto, CA
Ability to deliver
36.3/40.016.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
10% AI Consulting90% Other
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U.S. AI Consulting FAQs
U.S. AI consultants bring proximity to major talent markets and regulators, plus familiarity with common enterprise stacks (AWS, Azure, GCP, Databricks, Snowflake). That combination speeds discovery, security reviews, and deployment within North American compliance frameworks like HIPAA, SOC 2, and PCI DSS. You’ll also benefit from time zone alignment, stronger access to on-site workshops, and local references from peers in your industry.
If you need executive buy-in or change management, American firms often offer hands-on stakeholder facilitation, pilot scoping, and quantifiable ROI modeling that align with finance and procurement standards common in U.S. enterprises.
Pricing varies because of factors like location, team seniority, and scope. According to Clutch’s recent data, most AI consultants in America charge:
- Discovery and AI strategy: $15,000 – $50,000
- Proof of concept (4–10 weeks): $50,000 – $150,000
- Production implementation and MLOps: $150,000 – $500,000+
- Enterprise AI programs (multi-workstream): $500,000 – $2 million+
Typical U.S. rates: - Senior AI strategist/architect: $200 – $350 per hour - Data scientist/ML engineer: $150 – $250 per hour - Data engineer/MLOps: $140 – $220 per hour
Expect higher rates in hubs like San Francisco and New York and more moderate pricing in Austin, Atlanta, Chicago, and the Research Triangle. Many firms offer fixed-fee pilots before scaling to longer-term roadmaps.
U.S. AI consultancies support a wide range of sectors, often with deep domain playbooks:
- Healthcare and life sciences — HIPAA, FDA-adjacent workflows, RWD/RWE
- Financial services and fintech — SEC/FINRA, fraud/risk, forecasting
- Retail and e-commerce — recommendations, demand planning, personalization
- Manufacturing and logistics — predictive maintenance, quality, routing
- Media and entertainment — content tagging, genAI, audience analytics
- Energy and utilities — asset optimization, anomaly detection
- Public sector and education — secure data use, accessibility, automation
- B2B SaaS and enterprise software — copilots, LLM integrations, analytics
Start by outlining your project’s specific requirements and objectives. Then, head on over to Clutch and assess your options on:
- Data readiness — Ask for a quick data audit and gap analysis.
- Technical fit — Ensure experience with your cloud/data stack and preferred LLM/ML platforms.
- Security and compliance — Look for SOC 2, HIPAA familiarity, DPAs, and model governance.
- Delivery approach — Request a pilot plan, MLOps roadmap, and measurement framework.
- Team composition — Seek cross-functional squads.
- Case studies and references — Prioritize similar industry use cases with quantified results.
- IP and portability — Avoid lock-in; insist on clear code ownership and exportable pipelines.
Shortlist 2–3 firms and run a structured RFP with the same problem statement and sample data to compare plans side-by-side.
- Vague ROI claims or “black box” methods with no evaluation plan
- No discussion of data governance, privacy, or model risk management
- One-size-fits-all solutions or heavy proprietary lock-in without clear value
- Skipping pilot phases or dismissing the need for MLOps and observability
- Overpromising “100% accuracy” or instant LLM fine-tuning without guardrails
- Unwillingness to sign a DPA or address regulatory constraints
- Lack of change management, training plans, or adoption metrics
AI projects are huge investments, requiring in-depth technical expertise and experience. The wrong partner can stir your efforts towards the wrong direction and expose it to risks.
Get matched with the 5 best-fit agencies for your project—in 4 minutes or less.