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
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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.
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?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praised DataRoot Labs for their exceptional value for money, noting their competitive pricing relative to the quality of service. One client highlighted that their project costs were significantly lower than industry standards, while another remarked on the impressive outcomes delivered on budget. Overall, feedback indicates a strong sentiment towards their cost-effectiveness, with numerous clients stating they received more than expected for their investments, reinforcing DataRoot Labs as a reliable and valuable partner.Was this helpful?
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$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 Trustworthy
Clients express a strong sentiment of trustworthiness towards Opinov8, highlighting their ability to integrate seamlessly with internal teams. One client noted, "There’s no 'us and them' mentality; we see them as people we can trust to do the work." Their adaptability and commitment to understanding client needs further reinforce this trust, as evidenced by their proactive support and willingness to engage in all aspects of project development. Overall, clients consider Opinov8 a reliable partner in their projects.-
Development Resources & Support for Logistics Company
4.5 Sep 29, 2021While there are no specific metrics that speak to the quality of their work, our team truly sees them as an extension of ourselves. There’s no “us and them” mentality; we see them as people who we can trust to do the work. Their resources are willing to do tasks and non-exciting work that needs to be done to move our projects forward. Moreover, in high-profile projects that take a long duration of time like ours, points of stress and weaknesses typically manifest themselves. Certainly, there have been points of stress, but finger-pointing and disgruntled emotions never manifest between our teams. There’s a strong bond between us, and we’re grateful for Opinov8’s support all the way.
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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?
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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.
Reviews mention Great team
Clients consistently commend Dotsquares for their exceptional teamwork and communication. One client highlighted their 'wonderful experience' with timely deliveries and respectful interactions. Another noted the 'great team with great management,' emphasizing effective daily updates and open conversations. Overall, the sentiment reflects a strong appreciation for Dotsquares' collaborative approach and responsiveness, with no significant areas for improvement identified.-
Mobile App Dev for Low-Toxic Product Directory
5.0 Mar 26, 2024I had a wonderful experience with my team. They always delivered on time a responded to me with kindness. The way the teamwork, how great their communication was, and how they all came together when needed to help and work on the project.
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Web & Mobile App for Health & Fitness Company
5.0 May 12, 2023After an initial impression which, to be honest, was disappointing, I was lucky to have Apurv come on board alongside Sudeep and Gunjan, Ravi, Rohan, Bhalla, Banti, Deepak and the rest of the team. They have all gone above and beyond to understand and create a fantastic mobile and soon-to-be web app. I have already recommended them to a lot of people to them and I don't think this could have been done without the whole team effort.
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CRM Development for Insurance Company
5.0 May 6, 2022They have a great team with great management.
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Web Development for Real Estate Company
5.0 Mar 17, 2025We would like to commend Dotsquares for the amazing work they did. They had all the experts needed, they kept us up to date all the time, nothing was too much trouble and their structured approach with the whole process was very impressive and productive. I want to thank the team very much for your effort and professionalism and problem solving.
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4 of 4 reviews are 5 starsLess than $10,000 avg. project costRead 4 Recent ReviewsReviewed 4 times in the past 6 months
Recent reviews for Dotsquares reflect a highly positive sentiment, with clients praising their excellent communication, responsiveness, and ability to deliver projects on time. Notably, one client highlighted the team's genuine passion for customer satisfaction, leading to the completion of multiple project phases. Another emphasized their adaptability in understanding unique business needs, particularly in custom automation. Overall, clients recommend Dotsquares for their reliable and cost-effective solutions, with no significant areas for improvement noted.Was this helpful?
Industry Experience
Dotsquares has garnered positive feedback across various industries, showcasing expertise in Education, Financial Services, Real Estate, Sports, Information Technology, and more. Clients praise their exceptional communication, project management, and ability to understand unique requirements, often resulting in successful project outcomes. In Education, they effectively developed tailored platforms for academic needs. In Financial Services, they excelled in implementing custom solutions. Overall, their strengths lie in robust project delivery and customer satisfaction, making them a solid choice for companies in need of reliable tech partners.
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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 Advertising & marketing Hospitality & leisure Legal IT Services Arts, entertainment & music Research Real estate Financial services Transportation Energy & natural resources SoftwareWas 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 - 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.
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?
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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UndisclosedUndisclosed10 - 49Irvine, CA
Services provided
10% AI Consulting35% Enterprise App Modernization20% IT Managed Services +3 services15% Custom Software Development10% Cloud Consulting & SI10% Web DevelopmentEstablished in 2017, Chiron IT is an Enterprise App Modernization company. Their team focuses on Enterprise App Modernization and IT managed services.
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$75,000+$150 - $199 / hr50 - 249Hatfield, PA
Services provided
10% AI Consulting15% Cloud Consulting & SI15% DevOps Managed Services +6 services10% AI Development10% AR/VR Development10% BI & Big Data Consulting & SI10% Custom Software Development10% UX/UI Design10% Web DesignSee all 4 projectsThe Virtual Forge is a versatile technology solutions company specializing in data visualization, UX/UI design, software development, and IT support services. Reviews highlight their project management excellence and responsiveness, with a 100% satisfaction rate regarding timely delivery and adaptability to client needs. Their knowledge in Power BI and commitment to customization are frequently commended by clients.
Industry Experience
The Virtual Forge has demonstrated expertise across various industries, including Manufacturing, Energy & Natural Resources, Consumer Products & Services, and Software. Clients consistently praise their project management, responsiveness, and knowledge, particularly in Power BI and UX design. Overall sentiment is positive, highlighting their ability to deliver projects on time, adapt to client needs, and provide valuable insights, making them a strong candidate for companies in these sectors seeking innovative and tailored solutions.
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Manufacturing Software Energy & natural resources Consumer products & servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
The Virtual Forge is consistently recognized for providing good value for money, as highlighted by multiple clients. One reviewer noted their selection was based on 'good value for cost,' while another emphasized the company's 'great culture fit' and alignment of values. Overall, clients express satisfaction with the quality of service relative to the costs incurred, with no significant complaints regarding pricing or value, indicating a strong sentiment towards the company's cost-effectiveness.Was this helpful?
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See All Locations (5)Hatfield, PA
1801 North Penn Road
Hatfield, PA 1944021 - 30
+1 267-880-2100
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Featured
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 Proactive
Clients consistently commend LaunchPad Lab for their proactive approach, highlighting their willingness to make recommendations that align with project goals. One client noted, "They have a proactive approach to making recommendations they think will support our goal," underscoring their commitment to client success. Overall, the sentiment reflects a strong appreciation for their initiative and responsiveness, contributing to a productive and positive working relationship.-
Custom Software Dev & UX/UI Design for Consulting Co
5.0 Dec 18, 2024Launch Pad Labs finished the first phase of work in record time! They approached the works as true thought partners, made great suggestions, identified issues, and delivered our MVP ahead of schedule! They were very flexible, especially when we had changes in priorities. They always came to our meetings with great suggestions to improve workflows and the user experience.
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Web Design for Eye Health Nonprofit
5.0 Apr 3, 2017They have a proactive approach to making recommendations they think will support our goal. Their quality control and review is very strong, and I like their design work. It’s been a pleasure working with them.
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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
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
$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 Accommodating
Integris has received positive feedback regarding their accommodating nature, with clients noting their flexibility in meeting project demands. One client highlighted Tim, a System Administration Supervisor, for his adaptability in understanding their evolving needs, while another mentioned the team's responsiveness, particularly during urgent situations. Overall, clients appreciate Integris's willingness to provide support outside regular hours and their commitment to understanding and addressing client challenges effectively.-
Managed IT Services for Wine & Spirits Shop
5.0 Jul 17, 2024Tim (System Administration Supervisor) is a newer member in a supervisory role, and he has been super accommodating and has worked hard to understand who we are. We've been undergoing some internal changes, and he has been very adaptive in understanding our needs and how things are changing. Moreover, Logan (Network Administrator) has been a roll-up-the-sleeves-and-get-the-job-done kind of person. Whenever either of both sides has dropped the ball, he has established a wonderful dialog.
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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?
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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UndisclosedUndisclosed50 - 249Pleasanton, CA
Services provided
10% AI Consulting25% AI Development15% Generative AI +7 services10% AI Agents10% Custom Software Development10% Digital Engineering5% CRM Consulting and SI5% Cloud Consulting & SI5% Enterprise App Modernization5% IT Strategy ConsultingEstablished in 2023, Wizr AI, a midsize artificial intelligence firm, is located in Kakkanad, India and Pleasanton, California. Their services include Artificial Intelligence and Generative AI.
Read moreSee All Locations (2)Pleasanton, CA
6200 Stoneridge Mall Road
Pleasanton, CA 9458831 - 40
+19539069901
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$50,000+$300+ / hr10 - 49New York, NY
Services provided
50% AI Consulting30% AI Development20% Generative AISkim AI Technologies Inc is an AI Consulting company. The New York, New York-based team offers AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed10,000+Farmington Hills, MI
Services provided
20% AI Consulting20% Business Consulting20% Generative AI +2 services20% IT Strategy Consulting20% Other IT Consulting and SIEstablished in 1951, Bosch Software and Digital Solutions is an IT strategy consulting company. Their services include IT strategy consulting and other IT consulting and SI.
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$100,000+$150 - $199 / hr1,000 - 9,999Plano, TX
Services provided
20% AI Consulting20% AI Development20% BI & Big Data Consulting & SI +2 services20% Cybersecurity20% Generative AITek Leaders India Private Limited is a business intelligence company headquartered in Plano, Texas and Hyderabad, India. Their services include BI & big data consulting & SI and Cybersecurity.
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$1,000+$50 - $99 / hr1,000 - 9,999Long Beach, CA
Services provided
20% AI Consulting20% Commercial Printing20% Content Writing Services +2 services20% Translation20% Video ProductionVideo production agency Crestec USA, INC. Is located in Long Beach, California. Their services include Video Production and Translation.
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$1,000+$200 - $300 / hr10 - 49Keller, TX
Services provided
15% AI Consulting30% IT Managed Services20% Cloud Consulting & SI +2 services20% Cybersecurity15% Unified Communications Consulting & SIThe Fulcrum Group, Inc. Is an IT managed services company. They provide IT managed services and cloud consulting & SI and were launched in 2002. The company is in Keller, Texas.
Read more$3,500 Best for early AI planning conversations $7,500 Best for 51–100 user organizations $12,500 Best for multi-team AI readiness planningView PackagesAI Readiness Assessment
Practical AI readiness review for SMB leaders, including Microsoft 365 readiness, data access, permissions, governance, security, employee adoption, and business use cases. Built for organizations preparing for Copilot, automation, or AI-enabled workflows.Was this helpful?
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$10,000+$25 - $49 / hr50 - 249Chicago, IL
Services provided
10% AI Consulting10% AI Development10% Application Testing +7 services10% Blockchain10% Custom Software Development10% E-Commerce Development10% IT Staff Augmentation10% Mobile App Development10% UX/UI Design10% Web DevelopmentVaival Technologies is an user experience agency. The Chicago, Illinois-based team specializes in UX/UI Design and IT staff augmentation.
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$1,000+$100 - $149 / hr2 - 9New York, NY
Services provided
30% AI Consulting40% Search Engine Optimization20% Content Marketing +1 service10% Marketing StrategyRecover Reputation, Boutique Online & GenAI Reputation Management, a SEO agency, is headquartered in New York, New York. The team focuses on Search Engine Optimization and AI Consulting.
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$1,000+$50 - $99 / hr1,000 - 9,999New York, NY
Services provided
20% AI Consulting20% AI Development20% Generative AI +2 services20% UX/UI Design20% Web DevelopmentLarge user experience agency JSXDOM, is located in New York, New York. The team focuses on UX/UI Design and Web Development.
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$10,000+$200 - $300 / hr10 - 49Dover, DE
Services provided
30% AI Consulting40% Business Consulting20% Compliance Consulting +1 service10% Corporate Training & CoachingLaunched in 2024, Ethos Aligned is a small Business Consulting company. Their team specializes in Business Consulting and AI Consulting.
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UndisclosedUndisclosed50 - 249Chicago, IL
Services provided
35% AI Consulting30% AI Development20% AI Agents +1 service15% Generative AIZenaDrone Inc is an AI Consulting company. Launched in 2020, the team specializes in AI Consulting and Artificial Intelligence. The company is headquartered in Chicago, Illinois.
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$50,000+Undisclosed10 - 49Montclair, NJ
Services provided
50% AI Consulting50% Marketing StrategyPatient Procure is a Marketing Strategy and AI Consulting company. Founded in 2024, the company is in Montclair, New Jersey. Their services include Marketing Strategy and AI Consulting.
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UndisclosedUndisclosed10 - 49Lewes, DE
Services provided
65% AI Consulting5% Digital Strategy5% HR Outsourcing +5 services5% IT Managed Services5% IT Staff Augmentation5% IT Strategy Consulting5% UX/UI Design5% Web DesignBased in Lewes, Delaware, Global Teams AI is an AI Consulting company. They specialize in AI Consulting and Digital Strategy.
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$5,000+$100 - $149 / hr10 - 49Syosset, NY
Services provided
50% AI Consulting20% AI Development20% Generative AI +1 service10% AI AgentsBased in Syosset, New York, Creative Bits AI is an AI Consulting company. The team focuses on AI Consulting and Artificial Intelligence.
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$1,000+$50 - $99 / hr10 - 49Sterling, VA
Services provided
50% AI Consulting50% CRM Consulting and SIUnboxx Technologies, an AI Consulting and CRM consulting and SI company, is located in Sterling, Virginia. They focus on AI Consulting and CRM consulting and SI and were founded in 2021.
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$10,000+$25 - $49 / hr250 - 999Long Beach, CA
Services provided
10% AI Consulting40% AR/VR Development25% AI Development +3 services10% Blockchain10% Custom Software Development5% Mobile App DevelopmentSee all 30 projectsQueppelin is a versatile technology company specializing in 3D modeling, mobile game development, VR simulation, WebAR experiences, and NFT projects. Reviews consistently highlight their professionalism, timely delivery, and effective communication, with 100% of reviewers praising their ability to understand project requirements and maintain high-quality standards. While some note higher pricing, the value delivered aligns with client expectations.
Reviews mention Well-organized projects
Client feedback highlights Queppelin's strong organizational skills in project management, noting their ability to understand requirements and develop a well-planned strategy through multiple brainstorming sessions. The dedicated Single Point of Contact (SPOC) facilitates effective communication, ensuring clients remain informed about project progress. Overall, the sentiment is highly positive, with one client praising their seriousness and dedication to work, as well as the clarity of communication that supports project execution.-
2D & 3D Modeling for Product Development Company
5.0 May 30, 2023Delivery on time, very easy to work with and competent. They're very structured with their approach, and they understand deadlines and requirements.
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B2C Metaverse Development for Freelance Developer
5.0 Apr 29, 2022They utilized multiple communication channels for a project to facilitate rapid communication. In fact, in my experience, I found that Queppelin stands out in terms of maintaining good communication. This is because Queppelin appoints a dedicated SPOC for each project to facilitate speedy transmission that keeps the clients well-informed.
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Industry Experience
Queppelin has proven expertise across various industries, including Business Services, Advertising & Marketing, Gaming, and Manufacturing. Clients commend their high-quality 3D modeling, timely delivery, and effective communication. The overall sentiment within Business Services is positive, highlighting their structured approach and ability to meet deadlines. In Gaming, their creative capabilities shine, while in Advertising, they're recognized for innovative AR solutions. Overall, Queppelin is well-suited for projects requiring advanced visual content and software development.
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Automotive Business services Advertising & marketing Research Software Social Networking Real estate Arts, entertainment & music Manufacturing Media Gaming IT Services Other Industry Hospitality & leisureWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Overall, Queppelin is perceived as offering good value for money, with several clients highlighting their competitive pricing and quality of work. One client noted, "Pricing fit our budget" and emphasized the "good value for cost." Another client mentioned, "They are not the least of the proposed costs, but once you start working, you can realize the return you get on investing with them." While a few reviews pointed out higher initial costs, the consensus reflects satisfaction with the quality and support received relative to the investment made.Was this helpful?
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$10,000+$150 - $199 / hr2 - 9Houston, TX
Services provided
50% AI Consulting50% AI AgentsLocated in Houston, Texas, Ceyise Studios® is an AI Consulting and AI Agents company. Established in 2019, the team focuses on AI Consulting and AI Agents.
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$5,000+Undisclosed250 - 999New York, NY
Services provided
20% AI Consulting20% AI Development20% Compliance Consulting +2 services20% Cybersecurity20% Generative AIHeadquartered in New York, New York, Thoropass is a midsize Cybersecurity company. The team provides Cybersecurity and Artificial Intelligence.
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$25,000+$50 - $99 / hr50 - 249Alexandria, VA
Services provided
15% AI Consulting50% AI Development20% IoT Development +1 service15% Custom Software DevelopmentSee all 14 projectsSoftarex Technologies is a versatile software development company offering custom software solutions, including web and mobile development, AI model improvement, and application design. Their reviews highlight a 100% positive feedback rate, emphasizing their flexibility, commitment to deadlines, and ability to adapt to evolving project needs. Clients appreciate their strong project management and collaborative approach, although some suggest improvements in communication during management transitions.
Reviews mention Timely
Overall, Softarex Technologies is praised for their timeliness in project delivery. Clients reported that deliverables were consistently completed on schedule, with one CEO noting their organized approach and commitment to deadlines. Another client highlighted the team's ability to adapt to evolving needs while maintaining timely communication and updates. The sentiment is overwhelmingly positive, emphasizing Softarex's reliability and responsiveness throughout various project phases.-
Custom Web & Mobile Dev for Hospitality & Restaurant Company
5.0 Sep 11, 2024Softarex Technologies delivers work on time and within budget. The team communicates well via Slack, emails, phone calls, and Skype, and we collaborate via Jira.
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Custom Software Development for Smart Home Solutions Co
5.0 Oct 8, 2025Softarex was organized and dedicated throughout the engagement. They maintained clear communication, provided regular progress updates, and were responsive to our feedback. Deliverables were completed on schedule, and the team consistently adapted to our evolving needs while keeping the project on track. Their structured approach and commitment to meeting deadlines helped ensure a smooth collaboration.
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Industry Experience
Softarex Technologies has demonstrated expertise across various industries including Healthcare, Hospitality, Legal, Media, and Utilities. Clients commend their project management, flexibility, and technical proficiency. In Healthcare, they excel in developing interoperability solutions, while in Hospitality, they enhance operational efficiency through custom software. Legal clients praise their ability to modernize applicant tracking systems. Overall sentiment is positive, highlighting their commitment to quality, timely delivery, and adaptability across all sectors.
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Hospitality & leisure Consumer Products Legal IT Services Media Utilities Software HealthcareWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have consistently praised Softarex Technologies for delivering excellent value for money, often noting that the quality of work exceeds expectations given the costs involved. For instance, one client highlighted their flexibility in accommodating budget constraints and adapting to project needs, while another emphasized significant cost savings and improved efficiency resulting from Softarex's solutions. Overall, feedback indicates a strong sentiment of satisfaction regarding Softarex's pricing relative to the quality of service provided.Was this helpful?
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$1,000+$25 - $49 / hr10 - 49New York, NY
Services provided
20% AI Consulting35% Blockchain Marketing20% Search Engine Optimization +5 services5% Advertising5% Email Marketing5% Marketing Strategy5% Pay Per Click5% Social Media MarketingSee all 48 projectsCryptoTrafficMarket is a specialized digital marketing agency focusing on blockchain and cryptocurrency marketing services. The company received consistently positive feedback, with clients appreciating their strategic campaign management, responsiveness, and ability to engage crypto-native audiences. While 100% of reviews praised their ability to adapt and optimize campaigns, several noted the need for more detailed reporting and analytics.
9 of 9 reviews are 5 starsLess than $10,000 avg. project costRead 9 Recent ReviewsReviewed 9 times in the past 6 months
Recent reviews of CryptoTrafficMarket indicate a strong overall sentiment, highlighting their effective project management and understanding of crypto audiences. Clients praised their timely delivery, clear communication, and tailored strategies that improved engagement and visibility within blockchain communities. Notably, one reviewer noted increased community participation and traffic quality following their campaigns. Suggestions for improvement include more detailed reporting on traffic sources and audience behavior analytics, which could enhance future efforts.Was this helpful?
Industry Experience
CryptoTrafficMarket has demonstrated expertise primarily in the Information Technology, Financial Services, Real Estate, and Healthcare industries. Clients appreciate their tailored marketing strategies, especially in reaching crypto-native audiences and improving engagement metrics. Overall sentiment highlights their effective project management, timely delivery, and strong understanding of client needs, making them a valuable partner for businesses looking to enhance their visibility and engagement in these sectors.
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Information technology Other industries Financial services Advertising & marketing Education Real estate Retail FitnessWas this helpful?
More responsive than most other service providers
Get in TouchCryptoTrafficMarket is very responsive
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See All Locations (4)New York, NY
108 West 39th Street
New York, NY 1001810 - 15
+1 (718) 765-0065
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UndisclosedUndisclosed250 - 999Chicago, IL
Services provided
20% AI Consulting20% Cloud Consulting & SI20% Cybersecurity +2 services20% IT Managed Services20% IT Strategy ConsultingNetrix LLC, an IT strategy consulting company, was launched in 1989. The team provides IT strategy consulting and cloud consulting & SI and is located in Chicago, Illinois.
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UndisclosedUndisclosed250 - 999Houston, TX
Services provided
20% AI Consulting30% Generative AI20% AI Development +2 services20% Robotics Process Automation10% IT Strategy ConsultingAutomationEdge is a Generative AI company. They were launched in 2015, and their services include Generative AI and Artificial Intelligence.
Read more -
UndisclosedUndisclosed2 - 9Los Angeles, CA
Services provided
50% AI Consulting50% AI AgentsClevopyAI is a small AI Consulting and AI Agents company. They focus on AI Consulting and AI Agents and were founded in 2023.
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$25,000+$50 - $99 / hr2 - 9Davie, FL
Services provided
50% AI Consulting50% AI DevelopmentBoost Education, Inc is a big data analytics company. Located in Davie, Florida, their team focuses on BI & big data consulting & SI and Artificial Intelligence.
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$25,000+$200 - $300 / hr2 - 9New York, NY
Services provided
60% AI Consulting40% Internet & Technology LawErayaha.ai is a New York, New York-based AI Consulting company. They focus on AI Consulting and Internet & Technology Law and were founded in 2024.
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UndisclosedUndisclosed2 - 9Watervliet, MI
Services provided
50% AI Consulting50% IT Strategy ConsultingEstablished in 2006, BlairTS is an IT strategy consulting and AI Consulting company. The team provides IT strategy consulting and AI Consulting.
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$5,000+$25 - $49 / hr250 - 999Boxborough, MA
Services provided
20% AI Consulting20% AI Agents20% AI Development +2 services20% Generative AI20% IT Managed ServicesFuturism AI is an IT managed services company. The Boxborough, Massachusetts-based company specializes in IT managed services and Artificial Intelligence.
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$5,000+$25 - $49 / hr10 - 49Valley Stream, NY
Services provided
45% AI Consulting55% Event MarketingAWK Technologies LLC is a small Event Marketing company. They offer Event Marketing and AI Consulting and were established in 2019.
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UndisclosedUndisclosed2 - 9St. Petersburg, FL
Services provided
60% AI Consulting30% AI Agents10% AI DevelopmentSee all 1 projectsStrategic Intelligence for Businesses That Stopped Growing We help established companies in construction, legal services, and healthcare break through growth plateaus using behavioral psychology and
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UndisclosedUndisclosed10 - 49Reston, VA
Services provided
50% AI Consulting50% AI DevelopmentAI development company and AI Consulting company Peritum AI was launched in 2023. The firm provides Artificial Intelligence and AI Consulting.
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$1,000+$25 - $49 / hr10 - 49Boston, MA
Services provided
50% AI Consulting20% AI Development20% Generative AI +1 service10% AI AgentsMaxim Ai Labs, an AI Consulting company, was launched in 2019. The small team offers AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed10 - 49Sacramento, CA
Services provided
100% AI ConsultingIntent.Health is a small AI Consulting company. Founded in 2025, the team focuses on AI Consulting.
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$1,000+Undisclosed10 - 49Temecula, CA
Services provided
80% AI Consulting10% Business Consulting5% Compliance Consulting +1 service5% IT Strategy ConsultingFounded in 2026, Red Panther Consulting is an AI Consulting company. The agency focuses on AI Consulting and Business Consulting.
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$1,000+$100 - $149 / hr10 - 49Wilmington, DE
Services provided
60% AI Consulting40% Business ConsultingFounded in 2025, Startups Advisory is an AI Consulting company. Their team offers AI Consulting and Business Consulting.
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$10,000+$25 - $49 / hr10 - 49Rock Island, IL
Services provided
55% AI Consulting40% Web Development5% Other IT Consulting and SILTC Apps is an AI Consulting company. They provide AI Consulting and Web Development and were founded in 2023. The company is based in Rock Island, Illinois.
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$10,000+$100 - $149 / hr10 - 49Dover, DE
Services provided
50% AI Consulting25% IT Strategy Consulting20% Custom Software Development +1 service5% IT Managed ServicesFintechy is a Dover, Delaware-based AI Consulting company. Their services include AI Consulting and IT strategy consulting.
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$10,000+$100 - $149 / hr50 - 249New York, NY
Services provided
15% AI Consulting20% Custom Software Development20% Digital Strategy +5 services10% Branding10% Low/No Code Development10% Pay Per Click10% Web Design5% Social Media MarketingMCD Partners is a Digital Strategy company. Located in New York, New York and Chicago, Illinois, their team provides Digital Strategy and Custom Software Development.
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$1,000+$25 - $49 / hr10 - 49McLean, VA
Services provided
35% AI Consulting35% AI Development10% Call Center Services +2 services10% Customer Service Outsourcing10% TranscriptionSee all 1 projectsGoVivace Inc specializes in Speech Analytics and Auto QA solutions for contact centers and BPOs. Reviewers commend the company for its reliable and efficient solutions, professional project management, and excellent support. However, some suggest that clearer progress updates could enhance the client experience.
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$1,000+$50 - $99 / hr2 - 9Kissimmee, FL
Services provided
20% AI Consulting20% AI Development20% Advertising +2 services20% Search Engine Optimization20% Social Media MarketingHeadquartered in Kissimmee, Florida and Kissimmee, Florida, Maven Brand Group is an Advertising company. They offer Advertising and Social Media Marketing and were founded in 2014.
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UndisclosedUndisclosed250 - 999Laguna Beach, CA
Services provided
15% AI Consulting25% Data Annotation Services20% Generative AI +4 services15% BI & Big Data Consulting & SI15% Market Research5% Back Office Outsourcing5% BlockchainSee all 1 projectsData-Entry-India.com offers a range of data enrichment services, including identifying and eliminating duplicate entries, updating invalid emails, and digitizing paper forms. Reviews highlight the company's responsiveness, professionalism, and ability to deliver accurate, timely results. Clients appreciate their attention to detail and proactive communication, making them a reliable partner for data-related projects.
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UndisclosedUndisclosed250 - 999Cincinnati, OH
Services provided
12% AI Consulting28% IT Strategy Consulting19% Business Consulting +4 services14% BI & Big Data Consulting & SI12% Cloud Consulting & SI10% Cybersecurity5% Other IT Consulting and SISEI, an IT strategy consulting company, was founded in 1992. The team focuses on IT strategy consulting and Business Consulting.
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$10,000+$25 - $49 / hr250 - 999Los Angeles, CA
Services provided
20% AI Consulting40% Custom Software Development20% BI & Big Data Consulting & SI +1 service20% Web DevelopmentSee all 1 projectsAQe Digital is a global software engineering and with 27+ years of experience delivering enterprise-grade solutions. We specialize in custom software development, cloud-native ERP systems,
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UndisclosedUndisclosed250 - 999Mountain View, CA
Services provided
20% AI Consulting40% Custom Software Development20% AI Development +1 service20% BI & Big Data Consulting & SIFounded in 2019, Factored, a midsize software development firm, is located in Mountain View, California. Their team provides Custom Software Development and BI & big data consulting & SI.
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$50,000+Undisclosed10 - 49Maynard, MA
Services provided
35% AI Consulting35% BI & Big Data Consulting & SI30% IT Strategy ConsultingBusiness intelligence company Athena Solutions is located in Maynard, Massachusetts. The team specializes in BI & big data consulting & SI and AI Consulting.
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$1,000+$25 - $49 / hr10 - 49Newark, DE
Services provided
35% AI Consulting35% AI Development30% Generative AIFounded in 2024, Planet Hive is a small AI firm. Their team offers Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9San Francisco, CA
Services provided
100% AI ConsultingLeftClick is an AI Consulting company. Their small team is in San Francisco, California and focuses on AI Consulting. The firm was launched in 2023.
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$25,000+$200 - $300 / hr2 - 9Fort Worth, TX
Services provided
50% AI Consulting25% IT Strategy Consulting15% Generative AI +1 service10% Custom Software DevelopmentSalt Branch Technology Group is a small Fort Worth, Texas-based AI Consulting company. The team offers AI Consulting and IT strategy consulting.
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Undisclosed$25 - $49 / hr2 - 9Houston, TX
Services provided
35% AI Consulting25% AI Development25% Generative AI +1 service15% Call Center ServicesLaunched in 2023, The Fibonacci System is a small Houston, Texas-based AI Consulting company. Their services include AI Consulting and Artificial Intelligence.
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Ability to Deliver considers three criteria:
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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
Latest AI Consulting Articles
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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.