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
2,366 Companies
List of the Top United States AI Consulting Firms
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Featured
What are Featured Providers?
$25,000+$50 - $99 / hr50 - 249Serves United StatesServices provided
20% AI Consulting25% AI Development20% Custom Software Development +5 services15% AI Agents5% Cloud Consulting & SI5% Generative AI5% IT Staff Augmentation5% Mobile App DevelopmentSee all 9 projectsAristek Systems is a versatile software development company offering services such as custom software, mobile app development, and complex system modernization. Across the reviews, 100% of clients praised their project management and technical expertise, with notable mentions of their responsiveness and quality of deliverables. Overall, clients appreciate their flexibility and dedication to meeting client needs, although some noted areas for improvement in communication and timeline estimates.
Reviews mention Flexible
Aristek Systems has received positive feedback regarding its flexibility in adapting to client needs. A client noted that the team is responsive and capable of addressing requirements efficiently, even facilitating project management for those less tech-savvy. The ability to quickly resolve issues and adjust to changing demands has been particularly praised, contributing to a successful ongoing engagement. However, some challenges were mentioned regarding time zone differences.-
Custom Software Development for Healthcare Company
4.5 Feb 13, 2023Aristek Systems has done a great job with project management and meeting deadlines. In addition, they've helped me adapt to my needs and close gaps in what we need to do, which we appreciate because I'm not tech-savvy. Aristek Systems' team is flexible and adapts to our needs.
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Industry Experience
Aristek Systems has demonstrated expertise across various sectors including healthcare, telematics, education, and energy & natural resources. Feedback highlights their strengths in custom software development, project management, and responsiveness to client needs. Clients commend their adaptability, communication skills, and ability to deliver complex solutions on time. Overall sentiment reflects a strong alignment with industries seeking innovative software solutions and support for scaling products effectively.
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Other industries Healthcare Software Other Industry Education Energy & natural resourcesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Aristek Systems is perceived as offering good value for money, with clients noting reasonable pricing relative to the quality of service provided. One client mentioned an investment of $100,000–$150,000, highlighting the effectiveness and adaptability of Aristek Systems' team. Another client appreciated the company's responsiveness and professional demeanor, stating that their pricing fit within budget. Overall, feedback indicates satisfaction with the balance of cost and quality in their engagements.Was this helpful?
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$100,000+$100 - $149 / hr50 - 249Serves United StatesServices provided
25% AI Consulting30% AI Development25% Generative AI +1 service20% AI AgentsSee all 42 projectsNineTwoThree AI Studio is an AI Consultancy specializing in AI Solutions and Machine Learning Consulting. The company received 100% positive feedback, with clients praising their project management, enthusiasm, and understanding of business challenges. Notably, the firm effectively developed AI models to enhance efficiency and cost-effectiveness for legal document analysis.
Reviews mention Open to feedback
NineTwoThree AI Studio has received positive feedback regarding their openness to client feedback throughout the project lifecycle. Clients have noted that the team is responsive to suggestions and available for communication when needed. One client specifically highlighted the team's ability to quickly learn and adapt to industry-specific knowledge, demonstrating a proactive approach to collaboration. Overall, the sentiment reflects a strong appreciation for NineTwoThree AI Studio's commitment to incorporating client input and maintaining effective communication.-
App Development for Vineyard Software Company
5.0 Jan 29, 2020Workflow with the 923 Digital team has always been top-notch. All aspects of project management have been done very well and both our side of the project and theirs are very well organized. We use Slack and Google Meet for communication and then Monday for project management aspects. 923 always responds very well to any feedback we have, are available at almost any time we need them, and are quick to get us answers when needed.
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Industry Experience
NineTwoThree AI Studio has demonstrated expertise across diverse industries, delivering impactful solutions in Sports, Financial Services, Medical, Automotive, and more. In Sports, they effectively developed AI-driven products enhancing data analysis for athlete performance. Their work in Financial Services included innovative tools for loan comparisons and streamlined communication platforms. Clients in Medical sectors praised their ability to create AI algorithms for health applications. Overall, feedback indicates strong project management, timely delivery, and a collaborative approach, making NineTwoThree AI Studio a suitable partner for various industry needs.
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Manufacturing Financial services Other industries Sports Medical Legal Automotive Non-profit Education Hospitality & leisure Real estate Business services Information technologyWas this helpful?
More responsive than most other service providers
Get in TouchNineTwoThree AI Studio 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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$50,000+$50 - $99 / hr250 - 999Serves United StatesServices provided
20% AI Consulting20% Custom Software Development15% AI Development +4 services15% IT Staff Augmentation10% BI & Big Data Consulting & SI10% Enterprise App Modernization10% IT Managed ServicesSee all 24 projectsOpinov8 Digital and Engineering Solutions is a company specializing in custom software development, staff augmentation, and technology solutions, with expertise in areas such as mobile and web app development, cloud infrastructure, and UX/UI design. Feedback from clients indicates a high level of satisfaction, with approximately 90% expressing positive experiences, particularly highlighting the team's technical expertise, responsiveness, and ability to deliver projects on time.
Industry Experience
Opinov8 Digital and Engineering Solutions has garnered positive feedback across various industries, including Information Technology, Financial Services, Medical, Arts, and Automotive. Clients appreciate their expertise in custom software development, project management, and staff augmentation. In IT and Financial Services, they excel in delivering high-quality applications and UX design, while their work in Medical and Automotive showcases strong technical capabilities. Overall, their agility, communication, and commitment to client success have established them as a reliable partner across these sectors.
Read All ReviewsSelect Industry to see insights
Automotive Software Engineering Arts, entertainment & music Medical Gambling Advertising & marketing Logistics & Supply Chain Other Industry Human Resources Healthcare IT Services Information technology Financial services Other industriesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Opinov8 Digital and Engineering Solutions is generally perceived as providing good value for money, with clients noting that their pricing fits within budgets while maintaining high-quality outputs. One client highlighted that their pricing was competitive, stating it offered 'great value for cost.' Another mentioned saving approximately 20% on costs due to their efficient service. Overall, the sentiment is positive, with clients appreciating the balance between cost and the quality of services rendered.Was this helpful?
More responsive than most other service providers
Get in TouchOpinov8 Digital and Engineering Solutions is very responsive
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$25,000+$150 - $199 / hr50 - 249Serves United StatesServices provided
30% AI Consulting30% Custom Software Development20% BI & Big Data Consulting & SI +2 services10% Cloud Consulting & SI10% IT Managed ServicesSee all 36 projectsEmergent Software is a versatile IT service provider specializing in custom software development and IT support, particularly for Microsoft Azure environments. Across their reviews, they are consistently praised for their technical proficiency, project management skills, and responsiveness, with approximately 90% of reviews highlighting their ability to deliver customized solutions efficiently and professionally. Clients commend their supportive communication and adherence to deadlines.
Industry Experience
Emergent Software has demonstrated notable expertise across various industries, including Financial Services, Utilities, Legal, Manufacturing, and Government. Clients have praised their tailored solutions, responsiveness, and proactive communication, particularly in managing complex software integrations and migrations. Overall sentiment is positive, highlighting their ability to enhance operational efficiency and provide clear, valuable insights, making Emergent Software a strong fit for projects across these sectors.
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Chemicals & Biotechnology Medical Construction Transportation Advertising & marketing IT Services Design Food & Beverages Nonprofit Hospitality & leisure Government Engineering Healthcare Financial services Other Industry Retail Arts, entertainment & music Manufacturing Legal UtilitiesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Emergent Software is frequently praised for providing excellent value for money, with clients noting that their investments yield significant returns in efficiency and effectiveness. For instance, one client reported spending approximately $285,000 on a software rebuild that significantly improved user experience and customer satisfaction. Another client highlighted how Emergent's services helped automate over 1,500 sales orders monthly, demonstrating their cost-effectiveness. Overall, clients express high satisfaction with Emergent Software's pricing relative to the quality and impact of their work.Was this helpful?
More responsive than most other service providers
Get in TouchEmergent Software 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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$10,000+< $25 / hr50 - 249San Jose, CA
Services provided
10% AI Consulting20% AI Development20% Custom Software Development +5 services15% AI Agents10% Generative AI10% IT Staff Augmentation10% IoT Development5% IT Strategy ConsultingSee all 47 projectsWebMob Technologies is a software development company, offering services from mobile app development to website design and backend solutions. Reviews reveal a mixed reception: while 75% of clients praise their timely delivery, technical skill, and project management, 25% express concerns about communication and quality of deliverables, highlighting issues such as unmet project expectations and additional fees.
Industry Experience
WebMob Technologies has demonstrated expertise across multiple industries, including real estate, information technology, financial services, advertising and marketing, and healthcare. Reviews highlight their strengths in delivering high-quality, timely solutions, especially in mobile and web app development. Clients appreciate their responsiveness, project management skills, and ability to adapt to changing requirements. Overall, sentiment is positive, particularly in real estate and IT sectors, suggesting a strong fit for projects in these areas.
Read All ReviewsSelect Industry to see insights
Hospitality & leisure Information technology Financial services Consulting Wellness & Fitness Research Social Networking Automotive Beauty & Cosmetics Legal Retail Software Utilities Nonprofit Media IT Services Business services Other Industry Arts, entertainment & music Healthcare Advertising & marketing Real estate Education Non-profitWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
WebMob Technologies is often praised for their cost-effectiveness and the value they provide for the price. Clients frequently highlight that their pricing aligns well with budgets, with specific feedback noting 'good value for cost' and 'excellent quality at a competitive price.' However, there are concerns about inconsistent project delivery and communication, with some clients expressing dissatisfaction over additional charges for modifications. Overall, sentiment varies, but many appreciate the balance of affordability and quality.Was this helpful?
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See All Locations (3)San Jose, CA
111 N Market St
San Jose, CA 951132 - 5
+14085209597
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$5,000+$25 - $49 / hr2 - 9Newark, DE
Services provided
25% AI Consulting25% AI Agents25% AI Development +1 service25% Custom Software DevelopmentCustom software development company Frenxt provides Custom Software Development and Artificial Intelligence. They were established in 2025.
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Featured
What are Featured Providers?
$1,000+$50 - $99 / hr10 - 49Serves United StatesServices provided
10% AI Consulting30% AI Development20% AR/VR Development +3 services20% Custom Software Development10% AI Agents10% Web DevelopmentSee all 12 projectsTakeaway Reality is an innovative AR/VR development company known for delivering engaging, immersive experiences across diverse industries such as tourism, education, and real estate. The company has received overwhelmingly positive feedback, with clients praising its creativity, responsiveness, and ability to exceed expectations. Approximately 90% of reviewers highlight their impressive project management and timely delivery, underscoring their ability to transform ideas into successful digital solutions.
Reviews mention Well-organized projects
Clients consistently commend Takeaway Reality for their well-organized project management. One CEO noted that all deliverables were met ahead of schedule and highlighted the clarity of documentation, stating, 'Releases were well planned, well organized, and well documented.' Additionally, they emphasized the company's swift response times, indicating a proactive approach to client needs. Overall, the sentiment regarding project organization is highly positive, reflecting reliability and efficiency.-
VR App Development for Dental Learning Center
5.0 Aug 12, 2024Releases were well planned, well organized, and well documented, so I always knew where project development was.
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Industry Experience
Takeaway Reality has demonstrated expertise in various sectors, including Education, Advertising & Marketing, Real Estate, and IoT. Clients across these industries praised their creativity, responsiveness, and ability to deliver engaging AR/VR experiences. In Education, they effectively transformed traditional learning into immersive formats. In Advertising, their innovative gamification strategies were well received. Real Estate partners reported increased sales post-collaboration, while IoT projects showcased significant user engagement. Overall, the sentiment is highly positive, indicating strong alignment with clients’ goals across these sectors.
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Other industries Education Advertising & marketing Software Healthcare Real estate Consumer ProductsWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Takeaway Reality's competitive pricing and exceptional value for money. For instance, a senior administrator from the Croatian National Tourism Board noted their pricing fit the budget while delivering high engagement results. A CEO of an IoT company emphasized that Takeaway Reality exceeded expectations, providing significant return on investment. Overall, feedback indicates satisfaction with both cost-effectiveness and the quality of services provided.Was this helpful?
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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 26 projectsX2 Labs is an AI Consulting company that excels in providing Artificial Intelligence Solutions and Machine Learning Consulting services. The reviews highlight their technical expertise, innovation, and adaptability, with 100% positive feedback. Clients commend their responsive project management and seamless integration into existing teams, making them a valuable partner in achieving technological advancements and filling expertise gaps.
1 of 1 AI Consulting reviews are 5 stars1 new review for AI Consulting in past 6 monthsUnknown avg. project costRead 1 ReviewAI Consulting PROJECT HIGHLIGHT
Web, Mobile Dev & AI Engineering for EdTech Company
5.0 — X2 Labs provides web and mobile development, AI engineering, project management, product enhancements, and ongoing engineering support for an edtech company. They work alongside the client's Read moreWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
X2 Labs has received consistently positive feedback regarding its cost and value for money. Clients highlighted that X2 Labs' pricing fits within their budgets while providing exceptional quality and dedication. One client noted that they chose X2 Labs for their high ratings and good value for cost, stating they felt like partners rather than an external team. Another client emphasized the company's ability to deliver on time and within budget, reinforcing the overall sentiment that X2 Labs offers significant value relative to its pricing.Was this helpful?
More responsive than most other service providers
Get in TouchX2 Labs is very responsive
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$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 44 projectsLaunchPad Lab is a versatile software development company specializing in custom web and mobile applications, often utilizing technologies such as Ruby on Rails and Salesforce. Their reviews reflect a strong reputation for delivering high-quality, scalable solutions on time, with an impressive 95% of clients highlighting their project management skills and adaptability to client needs. Clients frequently commend their ability to integrate seamlessly with existing systems and cultures, acting as true partners rather than just service providers.
Industry Experience
LaunchPad Lab has received favorable feedback across multiple industries, notably Financial Services, Education, Real Estate, and Automotive. Clients highlight their expertise in developing responsive web platforms, enhancing user experience, and delivering projects on time. In Financial Services, they excel in platform integrations; in Education, they support e-learning solutions. Overall, sentiment is highly positive, affirming LaunchPad Lab's adaptability and collaborative approach, making them a strong fit for businesses seeking technological innovation across diverse sectors.
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Other industries Medical Financial services Automotive Real estate Arts, entertainment & music Education Hospitality & leisure Government Business services Information technologyWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Overall, clients perceive LaunchPad Lab as providing good value for money, often highlighting their competitive pricing and high-quality deliverables. For instance, one client noted that they selected LaunchPad due to their pricing fitting within their budget and providing good value for the cost. Another client emphasized the responsive support and timely delivery, stating that they received a well-functioning product that exceeded expectations. The general sentiment among clients is that LaunchPad Lab effectively balances cost and quality, making them a strong choice for various projects.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?
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Chicago, Illinois (23) New York City, New York (2) Omaha, Nebraska (1) Bloomington, Indiana (1) West Lafayette, Indiana (1) Detroit, Michigan (1) Austin, Texas (1) Buffalo, New York (1) Friendswood, Texas (1) Newport Beach, California (1) Commerce City, Colorado (1) Tempe, Arizona (1) Boise, Idaho (1) Waltham, Massachusetts (1) Pittsburgh, Pennsylvania (1)Was this helpful?
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$5,000+$300+ / hrFreelancerAustin, TX
Services provided
25% AI Consulting50% Search Engine Optimization25% Content MarketingBill Widmer, a SEO agency, focus on Search Engine Optimization and AI Consulting. They were launched in 2013.
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UndisclosedUndisclosed2 - 9Manhasset, NY
Services provided
20% AI Consulting30% Branding20% Marketing Strategy +2 services15% Graphic Design15% Web DesignFounded in 2005, LoudEgg, a small branding agency, is located in Manhasset, New York. Their team provides Branding and Marketing Strategy.
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$50,000+$100 - $149 / hr2 - 9Spokane, WA
Services provided
30% AI Consulting30% AI Agents20% Data Annotation Services +1 service20% Robotics Process AutomationDiscern Labs is an AI Consulting company. The Spokane, Washington-based company was launched in 2025. Their team focuses on AI Consulting and AI Agents.
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$1,000+$100 - $149 / hr2 - 9Austin, TX
Services provided
30% AI Consulting40% Affiliate Marketing30% Performance MarketingLaunched in 2025, Jolly Consulting is an Affiliate Marketing company. The team provides Affiliate Marketing and Performance Marketing.
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UndisclosedUndisclosed2 - 9Atlanta, GA
Services provided
30% AI Consulting30% Custom Software Development20% IT Strategy Consulting +2 services10% CRM Consulting and SI10% Web DevelopmentS4 Solutions is a custom software development company launched in 2026. The company offers Custom Software Development and AI Consulting.
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Featured
What are Featured Providers?
$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 managed IT services and cybersecurity provider, offering comprehensive remote and on-site solutions, including IT infrastructure, security testing, and cloud services. Across reviews, Integris is praised for its responsive customer service, knowledgeable team, and effective project management. Approximately 85% of reviewers highlight their expertise in cybersecurity and IT support, while 70% commend their proactive communication and reliability.
Reviews mention Collaborative
Integris demonstrates a strong collaborative sentiment, with clients praising their proactive communication and teamwork. One client highlighted how Integris's team works diligently to resolve issues and offers comprehensive support, emphasizing their willingness to collaborate as if they were part of the client's organization. Another client noted Integris's organized approach and their ability to think ahead, ensuring that all IT needs are met efficiently. Overall, clients express high satisfaction with Integris's collaborative efforts and commitment to their success.-
Managed IT Services & Support for Grocery Retail Chain
5.0 Aug 21, 2024Integris has been a good partner for us on all of our projects. They've been a great asset resource for solutions, whether they provide direct solutions for us or collaborate with third parties as a part of our team. Our voice-picking operations weren't very good before, but after Integris' intervention, everything has turned out very well. They've managed the project and stuck with us through a lot of our anomalies.
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Managed IT Services for Machinery Manufacturing Company
5.0 Aug 12, 2022Integris’ project management has been great. Whenever they develop a project plan, they collaborate with us and have regular meetings throughout the project, depending on its length. At the end of each project, they create a summary and come back to us to discuss our experience and whether or not we met our objectives.
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Cybersecurity Audit for Construction Management Company
5.0 May 12, 2021Domain was able to work in a tense environment that includes a reluctant IT partner. They led the way with recurring meeting and tracking sheets. They have been able to collaborate amicably and effectively with everyone to move things along.
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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.
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Managed IT & Help Desk Services for Glass Services Company
5.0 Mar 20, 2024TechMD's team is highly proficient, and if they don't have an answer to my issue, they have a plethora of professionals who collaborate to come up with a resolution for us. The team takes as much pride in helping us as if they were actual employees of our company. I'm impressed with TechMD's ability to be receptive and understanding.
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1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Integris has received positive feedback for its managed IT services and cybersecurity, particularly for its responsiveness and high-quality team. Clients appreciate the proactive approach to project management and the ability to address issues swiftly. The consistent excellence of team members is frequently highlighted, with one client noting that the breadth of expertise allows for effective communication and problem-solving. Overall, Integris is viewed as a reliable partner capable of meeting diverse IT needs effectively.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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$10,000+$25 - $49 / hr250 - 999Serves United StatesServices provided
25% AI Consulting25% Custom Software Development25% Web Development +2 services15% AI Development10% Mobile App DevelopmentSee all 37 projectsSoftude Infotech Pvt Ltd is a provider of comprehensive AI consulting and development services, specializing in AI solutions, AI implementation services, and machine learning consulting. Reviews highlight the company's expertise in AI, with over 90% of clients commending their project management, clear communication, and timely delivery. Notable achievements include improved customer engagement and operational efficiencies, with average customer satisfaction improvements of 30% or more.
5 of 5 reviews are 5 stars3 new reviews for AI Consulting services$10,000 – $49,000 avg. project costRead 5 Recent ReviewsReviewed 5 times in the past 6 months
Softude Infotech Pvt Ltd has received positive feedback over the past six months, with clients praising their professionalism, timely delivery, and strong technical expertise in AI and web development. Notable outcomes include a 78% reduction in website bounce rates and a 37% increase in website traffic for clients. The team was commended for their project management and communication skills, while suggestions for improvement included showcasing their work more effectively. Overall, clients expressed high satisfaction with the collaboration and results achieved.Was this helpful?
5 of 5 AI Consulting reviews are 5 stars3 new reviews for AI Consulting in past 6 months$10,000 – $49,000 avg. project costRead 5 ReviewsAI Consulting PROJECT HIGHLIGHT
Web Development for Educational Institute
5.0 — Softude Infotech Pvt Ltd developed a website for an educational institute. The platform allowed students to explore courses, access learning resources, and connect with the institution. Read moreWas this helpful?
More responsive than most other service providers
Get in TouchSoftude Infotech Pvt Ltd is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
View PackagesCustom AI Chatbot Development
We create custom AI chatbots for 24/7 support and fast query resolution. Book a free consultation now!Was this helpful?
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UndisclosedUndisclosed2 - 9Los Angeles, CA
Services provided
30% AI Consulting25% Business Consulting5% AI Agents +8 services5% AI Development5% Corporate Training & Coaching5% Custom Software Development5% Customer Service Outsourcing5% Data Annotation Services5% Document Digitization & Management5% Generative AI5% Web DevelopmentLaunched in 2022, Echelon Advising LLC is an AI Consulting company. The team offers AI Consulting and Business Consulting and is in Los Angeles, California.
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$1,000+$150 - $199 / hr2 - 9Boston, MA
Services provided
30% AI Consulting20% AI Agents15% AI Development +3 services15% Business Consulting10% Custom Software Development10% IT Strategy ConsultingOptiWork.ai is an AI Consulting company. Their small team is located in Boston, Massachusetts. Their services include AI Consulting and AI Agents.
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$5,000+$150 - $199 / hr2 - 9Fort Lauderdale, FL
Services provided
30% AI Consulting50% AI Agents20% AI DevelopmentMadeByBrain is an AI Agents company based in Fort Lauderdale, Florida. Founded in 2015, the team provides AI Agents and AI Consulting.
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$5,000+$50 - $99 / hr2 - 9Springfield, OR
Services provided
25% AI Consulting30% Fractional CMO Services30% Marketing Strategy +1 service15% Digital StrategyMarketing Strategy company The Crow's Signal is based in Springfield, Oregon. They offer Marketing Strategy and Fractional CMO Services and were launched in 2024.
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$1,000+$100 - $149 / hr2 - 9Tampa, FL
Services provided
25% AI Consulting50% Content Marketing25% Architectural DesignContent Marketing company Tampa Web Technologies was founded in 2026. The small team provides Content Marketing and Architectural Design.
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UndisclosedUndisclosed2 - 9San Francisco, CA
Services provided
25% AI Consulting20% AI Development15% AI Agents +4 services10% Cloud Consulting & SI10% Custom Software Development10% Generative AI10% Search Engine OptimizationExecutive Intelligence is an AI Consulting company. Their small team is in San Francisco, California and provides AI Consulting and Artificial Intelligence. The company was established in 2026.
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$1,000+$25 - $49 / hr10 - 49Mountain View, CA
Services provided
20% AI Consulting25% AI Development20% Generative AI +3 services15% AI Agents10% BI & Big Data Consulting & SI10% IT Strategy ConsultingAI Consultant is an artificial intelligence firm established in 2021. The agency provides Artificial Intelligence and AI Consulting, and is small.
Read moreSee All Locations (2)Mountain View, CA
AI Consultant, 1600 Amphitheatre Parkway Mountain View, CA - 94043, USA
Mountain View, CA 940431
09733655185
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UndisclosedUndisclosedFreelancerMount Prospect, IL
Services provided
34% AI Consulting34% AI Development32% Business ConsultingFletter Consulting Group, LLC, an artificial intelligence firm, was launched in 2021. The small team provides Artificial Intelligence and AI Consulting.
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$1,000+$200 - $300 / hrFreelancerBallwin, MO
Services provided
40% AI Consulting25% Generative AI15% Digital Strategy +2 services10% Business Consulting10% Content MarketingThe AI Hat is an AI Consulting company launched in 2024. The agency focuses on AI Consulting and Generative AI.
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$5,000+UndisclosedFreelancerPort Washington, NY
Services provided
40% AI Consulting20% AI Agents20% AI Development +1 service20% Generative AIAI Consulting company Predicate Ventures was founded in 2025. Based in Port Washington, New York, the team specializes in AI Consulting and Artificial Intelligence.
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Undisclosed$100 - $149 / hrFreelancerPortland, OR
Services provided
40% AI Consulting25% AI Agents25% AI Development +1 service10% Generative AIAI Consulting company MindLab AI is based in Portland, Oregon. The team focuses on AI Consulting and Artificial Intelligence.
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$5,000+$200 - $300 / hr50 - 249San Francisco, CA
Services provided
20% AI Consulting20% AI Agents20% AI Development +2 services20% Custom Software Development20% Robotics Process AutomationLeap Automations is an AI Agents company established in 2018. In San Francisco, California, the team specializes in AI Agents and AI Consulting.
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UndisclosedUndisclosedFreelancerSandown, NH
Services provided
40% AI Consulting40% AI Agents20% AI DevelopmentEngine-Newity is an AI Agents company founded in 2026. Located in Sandown, New Hampshire, the team offers AI Agents and AI Consulting.
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UndisclosedUndisclosedFreelancerMaceo, KY
Services provided
40% AI Consulting30% Search Engine Optimization20% Business Consulting +1 service10% Corporate Training & CoachingFortress Lab is an AI Consulting company. They are in Maceo, Kentucky and have small team. They provide AI Consulting and Search Engine Optimization.
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$25,000+$100 - $149 / hr10 - 49Austin, TX
Services provided
20% AI Consulting20% Cloud Consulting & SI20% DevOps Managed Services +3 services20% Generative AI10% AI Development10% Low/No Code DevelopmentFounded in 2019, PeritusHub LLC is a cloud consulting & SI company. The team offers cloud consulting & SI and Artificial Intelligence.
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$5,000+$200 - $300 / hr10 - 49Cameron Park, CA
Services provided
20% AI Consulting40% Low/No Code Development25% AI Development +1 service15% AI AgentsSimplaDocs is a Low/No Code Development company. They specialize in Low/No Code Development and Artificial Intelligence and were established in 2020.
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$5,000+$150 - $199 / hr10 - 49Dover, DE
Services provided
20% AI Consulting25% CRM Consulting and SI25% Digital Engineering +2 services20% Marketing Strategy10% Email MarketingCRM consulting and SI company RevenueHoop provides CRM consulting and SI and Digital Engineering. They are headquartered in Dover, Delaware.
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$100,000+$50 - $99 / hr10 - 49Redwood City, CA
Services provided
15% AI Consulting20% Custom Software Development15% AI Development +4 services15% Generative AI15% Mobile App Development10% IT Staff Augmentation10% IT Strategy ConsultingSee all 35 projectsAccelerance is a firm specializing in connecting businesses with global technology development partners and IT staff augmentation companies. Across the reviews, 100% of clients highlight their professionalism, strong communication, and ability to align with company values, while 90% commend their efficiency in sourcing high-quality partners and enhancing internal teams. No reviewers cite areas needing improvement, underscoring an overall positive client experience.
Reviews mention Helpful
Clients have expressed high satisfaction with Accelerance's services, noting their exceptional ability to connect businesses with qualified technology partners. For instance, one client highlighted their streamlined process and the unique access to a global network of partners, while another emphasized the valuable insights and rapid workflow they experienced. Overall, the sentiment is overwhelmingly positive, with clients appreciating Accelerance’s commitment to understanding their needs and maintaining strong relationships throughout the engagement.-
Outsourcing Consulting Svcs for Consulting & Advisory Firm
5.0 Jun 23, 2023They offer a fairly unique service, and their network of global partners has been a huge help. We wouldn’t have access to that network without them, and their ability to maintain it and find relevant firms has been extremely helpful. We also appreciate how streamlined their process is and how we only have to speak to one point of contact. They’re open, easy to talk to, and transparent.
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Vendor Sourcing for Software Company
5.0 May 24, 2022The Accelerance team was very helpful and offered valuable advice during the process. They consistently were able to move the process along quickly, usually more quickly than we could ourselves! I have found Accelerance to have a uniquely broad and deep understanding of the companies they work with as well as valuable insights into the regional and national cultural and work dynamics.
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Outsourcing Consultancy for Real Estate Management Company
5.0 Mar 10, 2022Communication is definitely Accelerance’s strong point. They help us with our communication and help us be a better company. I’m extremely happy with Accelerance and our relationship with them.
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Nearshore Outsourcing for Direct Sales Company
5.0 Dec 13, 2021The vendors they bring to the table are reputable, and they’ve been very helpful to us over the years. In addition, they’re constantly evaluating their network of service providers to make sure that future clients will be getting only the best vendors around the world.
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Industry Experience
Accelerance has received positive feedback across various industries, including Advertising & Marketing, Consumer Products, Gaming, and Financial Services. Clients commend their ability to match companies with suitable technology partners, especially praising their understanding of client needs and strong communication. Overall, sentiment is highly favorable, with clients noting Accelerance's expertise in reducing development costs and enhancing project outcomes, making them a valuable partner for businesses seeking development support.
Read All ReviewsSelect Industry to see insights
IT Services Consumer products & services Environmental Services Other Industry Publishing Education Real estate Advertising & marketing Consulting Consumer Products Sports Financial services Healthcare Automotive Software GamingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praise Accelerance for their competitive pricing and strong value for money. Many reviews highlight that their costs align with client budgets while providing high-quality service. For instance, one client noted they chose Accelerance due to their 'good value for cost' and another emphasized their ability to find 'high-quality nearshore partners at a cost that nobody else could provide.' Overall, the sentiment reflects satisfaction with the affordability and effectiveness of Accelerance's offerings.Was this helpful?
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$5,000+$200 - $300 / hr2 - 9Denver, CO
Services provided
18% AI Consulting12% AI Agents10% AI Development +6 services10% Content Marketing10% Digital Strategy10% Search Engine Optimization10% Social Media Marketing10% UX/UI Design10% Web DesignBased in Denver, Colorado, Creatiq is an AI Consulting company. The team focuses on AI Consulting and AI Agents.
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UndisclosedUndisclosed10 - 49Las Vegas, NV
Services provided
15% AI Consulting30% CRM Consulting and SI25% Custom Software Development +2 services20% AI Development10% Business ConsultingCRM consulting and SI company XUVI was founded in 2016. The small team provides CRM consulting and SI and Custom Software Development.
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UndisclosedUndisclosed10 - 49Stamford, CT
Services provided
100% AI ConsultingNoteworthy AI, an AI Consulting company, was founded in 2020. The team offers AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed10 - 49Dover, DE
Services provided
100% AI ConsultingSimplifyPI is a Dover, Delaware-based AI Consulting company. They focus on AI Consulting and Artificial Intelligence and were established in 2018.
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UndisclosedUndisclosed10 - 49Boston, MA
Services provided
100% AI ConsultingIn Boston, Massachusetts, Knowledge AI Inc is a small AI Consulting company. Their services include AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed10 - 49Bountiful, UT
Services provided
50% AI Consulting50% AI DevelopmentAI development company and AI Consulting company nFlux AI is located in Bountiful, Utah. Established in 2018, the team focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10 - 49Boston, MA
Services provided
15% AI Consulting20% AI Agents20% AI Development +3 services15% Branding15% Generative AI15% Search Engine OptimizationArtificial intelligence company Novus was founded in 2020. The agency offers Artificial Intelligence and AI Agents, and is small.
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Undisclosed$50 - $99 / hrFreelancerPlainfield, IN
Services provided
15% AI Consulting45% Call Center Services30% AI Agents +1 service10% CRM Consulting and SICallPilot Automation, a call center service, focus on Call Center Services and AI Agents. They were launched in 2025.
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$1,000+Undisclosed50 - 249New York, NY
Services provided
30% AI Consulting35% AI Development35% Generative AIEstablished in 2024, Kong.ai is a midsize New York, New York-based artificial intelligence firm. Their services include Artificial Intelligence and Generative AI.
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$5,000+$100 - $149 / hr2 - 9Willoughby, OH
Services provided
10% AI Consulting25% Business Consulting15% Logistics & Supply Chain Consulting +5 services10% AI Agents10% AI Development10% Environmental Consulting10% Market Research10% Supply Chain ManagementPanneo.ai is a Business Consulting company based in Willoughby, Ohio. They focus on Business Consulting and Logistics & Supply Chain Consulting and were founded in 2023.
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$5,000+$100 - $149 / hr2 - 9Albuquerque, NM
Services provided
20% AI Consulting20% AI Agents20% Business Consulting +2 services20% Generative AI20% IT Strategy ConsultingIn Albuquerque, New Mexico and Dubai, United Arab Emirates, InnovvaTek is a small Business Consulting company. The team specializes in Business Consulting and AI Agents.
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$5,000+$100 - $149 / hrFreelancerJohns Island, SC
Services provided
30% AI Consulting20% AI Development20% Generative AI +3 services20% Other Marketing5% Business Consulting5% Web DesignTaG Makes, an AI Consulting company, is located in Johns Island, South Carolina. Founded in 2025, the team provides AI Consulting and Other Marketing.
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UndisclosedUndisclosedFreelancerBurley, ID
Services provided
30% AI Consulting40% AI Development30% AI AgentsFounded in 2026, CheyonAI is an AI development company. The team specializes in Artificial Intelligence and AI Agents.
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$1,000+$50 - $99 / hrFreelancerPray, MT
Services provided
30% AI Consulting25% AI Agents20% CRM Consulting and SI +2 services15% Low/No Code Development10% Web DesignHeadquartered in Pray, Montana, Bennin Systems is an AI Consulting company. They focus on AI Consulting and AI Agents and were launched in 2026.
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UndisclosedUndisclosedFreelancerJenks, OK
Services provided
30% AI Consulting30% Corporate Training & Coaching15% AI Agents +2 services15% Generative AI10% Business ConsultingEstablished in 2026, Landon Dickey AI Consulting is an AI Consulting company. The agency specializes in AI Consulting and Corporate Training & Coaching.
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$10,000+$150 - $199 / hr10 - 49Durham, NC
Services provided
10% AI Consulting20% BI & Big Data Consulting & SI20% IT Strategy Consulting +4 services15% Business Consulting15% Digital Engineering10% AI Agents10% AI DevelopmentBusiness intelligence company Impact Makers is located in Durham, North Carolina. Their services include BI & big data consulting & SI and IT strategy consulting.
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$1,000+$50 - $99 / hr10 - 49Torrance, CA
Services provided
15% AI Consulting30% Custom Software Development25% Web Development +2 services15% Business Consulting15% IT Strategy ConsultingLauren S. Is a software development firm. Their team is located in Torrance, California. The firm offers Custom Software Development and Web Development.
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$1,000+$25 - $49 / hr2 - 9Dover, DE
Services provided
25% AI Consulting30% Generative AI25% AI Development +2 services10% Mobile App Development10% Web DevelopmentWeb motion Studios is a Generative AI company based in Dover, Delaware. The team specializes in Generative AI and Artificial Intelligence.
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$10,000+$100 - $149 / hr2 - 9Sheridan, WY
Services provided
25% AI Consulting25% AI Agents25% AI Development +1 service25% Generative AISee all 1 projectsZenotix AI is a global AI solutions company helping businesses automate processes, enhance efficiency, and scale with intelligent automation systems. Serving international markets, including the
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$5,000+$100 - $149 / hr2 - 9Bailey, CO
Services provided
25% AI Consulting25% Computer Engineering25% Cybersecurity +1 service25% IT Managed ServicesFounded in 2023, Sythe Labs, a small Cybersecurity company, is in Bailey, Colorado. Their team focuses on Cybersecurity and AI Consulting.
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$1,000+$100 - $149 / hr2 - 9Irondale, AL
Services provided
25% AI Consulting50% Search Engine Optimization25% Digital StrategyBirmingham AEO is a SEO services firm. Founded in 2025, the team focuses on Search Engine Optimization and Digital Strategy.
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Undisclosed< $25 / hr2 - 9Belvidere, IL
Services provided
25% AI Consulting25% AI Development25% Business Consulting +1 service25% Digital StrategySimplify Business Consultancy is a Business Consulting company. The Belvidere, Illinois-based team provides Business Consulting and Artificial Intelligence.
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$5,000+Undisclosed2 - 9Delray Beach, FL
Services provided
25% AI Consulting25% AI Agents25% Direct Marketing +1 service25% Marketing StrategyBluemark AI Inc. Is a Direct Marketing company. They were founded in 2025, and their services include Direct Marketing and Marketing Strategy.
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$1,000+$200 - $300 / hr2 - 9Wichita, KS
Services provided
25% AI Consulting20% AI Agents15% AI Development +4 services10% Branding10% Business Consulting10% Content Marketing10% Social Media MarketingAgentiv is an AI Consulting company. The team focuses on AI Consulting and AI Agents, and the company is in Wichita, Kansas.
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$10,000+Undisclosed2 - 9Hamtramck, MI
Services provided
25% AI Consulting25% AI Agents25% AI Development +1 service25% Business ConsultingEstablished in 2025, Rivet Automation is an artificial intelligence development company. Their services include Artificial Intelligence and AI Consulting.
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List of the Top 15 United States AI Consulting Firms
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$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
37.7/40.019.2/20 Reviews10/10 Clients & Experience8.5/10 Market PresenceService focus
30% AI Consulting70% Other -
$1,000+Undisclosed250 - 999Harrisburg, PA
Ability to deliver
38.5/40.020/20 Reviews10/10 Clients & Experience8.5/10 Market PresenceService focus
10% AI Consulting90% Other -
$75,000+Undisclosed250 - 999Charlotte, NC
Ability to deliver
36/40.020/20 Reviews10/10 Clients & Experience6/10 Market PresenceService focus
20% AI Consulting80% Other -
$25,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
35.1/40.019.6/20 Reviews10/10 Clients & Experience5.5/10 Market PresenceService focus
34% AI Consulting66% Other -
$5,000+$150 - $199 / hr1,000 - 9,999Cranbury, NJ
Ability to deliver
36.2/40.020/20 Reviews10/10 Clients & Experience6.2/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
32.1/40.016.8/20 Reviews10/10 Clients & Experience5.3/10 Market PresenceService focus
40% AI Consulting60% Other -
$75,000+$150 - $199 / hr50 - 249Frederick, MD
Ability to deliver
35.7/40.019.4/20 Reviews10/10 Clients & Experience6.3/10 Market PresenceService focus
20% AI Consulting80% Other -
$10,000+$150 - $199 / hr50 - 249Atlanta, GA
Ability to deliver
35.5/40.020/20 Reviews10/10 Clients & Experience5.5/10 Market PresenceService focus
20% AI Consulting80% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
34.3/40.019.6/20 Reviews10/10 Clients & Experience4.7/10 Market PresenceService focus
25% AI Consulting75% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
32.9/40.017.8/20 Reviews10/10 Clients & Experience5.1/10 Market PresenceService focus
35% AI Consulting65% Other -
$50,000+$50 - $99 / hr50 - 249Seattle, WA
Ability to deliver
35/40.018.2/20 Reviews10/10 Clients & Experience6.8/10 Market PresenceService focus
15% AI Consulting85% Other -
$10,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
32.1/40.017.2/20 Reviews10/10 Clients & Experience4.9/10 Market PresenceService focus
35% AI Consulting65% Other -
$10,000+$100 - $149 / hr10 - 49San Francisco, CA
Ability to deliver
32.3/40.018.6/20 Reviews10/10 Clients & Experience3.7/10 Market PresenceService focus
40% AI Consulting60% Other -
$100,000+$50 - $99 / hr50 - 249Cheyenne, WY
Ability to deliver
31.1/40.017.6/20 Reviews9.5/10 Clients & Experience4/10 Market PresenceService focus
40% AI Consulting60% Other -
$25,000+$150 - $199 / hr50 - 249Minneapolis, MN
Ability to deliver
32.2/40.017/20 Reviews10/10 Clients & Experience5.2/10 Market PresenceService focus
30% AI Consulting70% Other -
$10,000+$25 - $49 / hr50 - 249San Francisco, CA
Ability to deliver
33.9/40.018.6/20 Reviews10/10 Clients & Experience5.3/10 Market PresenceService focus
15% AI Consulting85% Other -
$5,000+$100 - $149 / hr10 - 49Irvine, CA
Ability to deliver
34.8/40.018.4/20 Reviews10/10 Clients & Experience6.4/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+Undisclosed50 - 249Marina del Rey, CA
Ability to deliver
31.9/40.016.8/20 Reviews10/10 Clients & Experience5.1/10 Market PresenceService focus
30% AI Consulting70% Other -
$5,000+$150 - $199 / hr10 - 49Jacksonville Beach, FL
Ability to deliver
34.8/40.019.2/20 Reviews10/10 Clients & Experience5.6/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+$100 - $149 / hr50 - 249Irvine, CA
Ability to deliver
34.4/40.018.2/20 Reviews9.9/10 Clients & Experience6.3/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+$25 - $49 / hr50 - 249Newark, DE
Ability to deliver
34.2/40.018.8/20 Reviews10/10 Clients & Experience5.4/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$200 - $300 / hr10 - 49Chicago, IL
Ability to deliver
33.9/40.017.4/20 Reviews10/10 Clients & Experience6.5/10 Market PresenceService focus
15% AI Consulting85% Other -
$5,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
33.4/40.016.6/20 Reviews10/10 Clients & Experience6.8/10 Market PresenceService focus
15% AI Consulting85% Other -
$1,000+$150 - $199 / hr10 - 49Provo, UT
Ability to deliver
34.2/40.019.6/20 Reviews9.4/10 Clients & Experience5.2/10 Market PresenceService focus
10% AI Consulting90% Other -
$5,000+Undisclosed50 - 249College Station, TX
Ability to deliver
31.3/40.016/20 Reviews9.8/10 Clients & Experience5.5/10 Market PresenceService focus
30% AI Consulting70% Other -
$10,000+$150 - $199 / hr10 - 49St. Louis, MO
Ability to deliver
34.1/40.020/20 Reviews10/10 Clients & Experience4.1/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+$100 - $149 / hr50 - 249St. Petersburg, FL
Ability to deliver
31.9/40.018.2/20 Reviews10/10 Clients & Experience3.7/10 Market PresenceService focus
25% AI Consulting75% Other -
$10,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
33.2/40.018.8/20 Reviews10/10 Clients & Experience4.4/10 Market PresenceService focus
10% AI Consulting90% Other -
$1,000+$150 - $199 / hr50 - 249Fort Myers, FL
Ability to deliver
33.8/40.017.2/20 Reviews10/10 Clients & Experience6.6/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+$50 - $99 / hr250 - 999Aventura, FL
Ability to deliver
33.1/40.019/20 Reviews10/10 Clients & Experience4.1/10 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 quotes from the 5 best-fit agencies for your project—in 4 minutes or less.