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
2,143 Companies
List of the Top United States AI Consulting Firms
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Featured
What are Featured Providers?
$10,000+$50 - $99 / hr10 - 49Serves United StatesServices provided
40% AI Development35% AI Agents25% IoT DevelopmentSee all 23 projectsDataRoot Labs is an AI Consulting firm renowned for its expertise in Artificial Intelligence Solutions and Machine Learning Consulting. Their reviews are overwhelmingly positive, with 100% of clients praising their technical proficiency, on-time delivery, and exceptional project management. Their ability to communicate effectively and provide AI Expert Advice is consistently highlighted, impressing clients with their commitment to delivering high-quality AI Services.
Reviews mention Communicative
DataRoot Labs has received overwhelmingly positive feedback regarding their communicative approach. Clients noted their responsiveness and proactive communication, with one client highlighting 'frictionless and transparent communications' and another praising their 'impressive communication style.' Weekly check-ins and timely updates were common, ensuring clarity throughout the project lifecycle. Overall, clients appreciated the team's dedication to understanding their needs and maintaining open lines of communication, which contributed significantly to the success of the projects.-
AI Services for Social Audio Marketplace
5.0 May 28, 2023DataRoot Labs is a relatively small team, easy to get in touch and communicate with. Yet they have solid processes in place when it comes to abiding by deadlines and delivering on the scope. We could always reach their C-level with a single email and were always able to get flexible terms and special requests when needed.
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Algorithm Development for Independent Artist
5.0 Jul 21, 2021Easy to communicate. Dedicated to their profession. Very responsible and fast communication.
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AI Prototype for Game Company
5.0 Sep 17, 2020The workflow was best as much as possible because all team could sit at one place, communicate easy, to see together on device each version. Except the professionalism, easy going communication and pleasant staff, I was surprised regarding level of projects which this company did.
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AI Dev for Cloud-Based Coaching Solutions Company
5.0 Nov 1, 2023Frictionless and transparent communications; prompt responses from their team. What was your primary form of communication with DataRoot Labs? Virtual Meeting.
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AI Development and Consulting for Content Creation Company
5.0 May 13, 2025Their project management was flawless. We had dedicated developers, a clear point of contact, and weekly check-ins with the team lead. Response times were always fast, communication was smooth, and everything was handled with precision from start to finish.
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4 of 4 AI Consulting reviews are 5 stars1 new review for AI Consulting in past 6 months$10,000 – $49,000 avg. project costRead 4 ReviewsAI Consulting PROJECT HIGHLIGHT
AI Development and Consulting for Content Creation Company
5.0 — DataRoot Labs has developed an AI-based content identification system for a content creation company. The team is responsible for building a content ingestion pipeline and creating data reasoning Read moreWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
DataRoot Labs is consistently recognized for offering strong value for money, with clients noting their competitive pricing and effective solutions. One CEO highlighted that the costs were under $2 per user per month, while another remarked that their pricing fit within budget constraints. Clients frequently expressed satisfaction with the overall quality of deliverables relative to costs, reinforcing a positive sentiment regarding the company's value proposition across various projects.Was this helpful?
More responsive than most other service providers
Get in TouchDataRoot 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?
$50,000+$50 - $99 / hr250 - 999Serves United StatesServices provided
20% AI Consulting20% Custom Software Development15% AI Development +4 services15% IT Staff Augmentation10% AI Agents10% Generative AI10% 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.
Reviews mention Team players
Clients consistently describe Opinov8 as exemplary team players, with one VP noting their team felt like an extension of their own, fostering a collaborative environment without the 'us vs. them' mentality. Another client highlighted the company's responsiveness and adaptability, emphasizing their willingness to engage in non-exciting tasks to advance project goals. Overall, the sentiment reflects a strong partnership where Opinov8 is viewed as invested in their clients' success, even in challenging circumstances.-
QA Staff Augmentation for Engineering Company
5.0 Jan 10, 2024The individual team members have been very good as well and feel like just part of the team. And again, all of this with bombs literally falling around them. I think one spent part of the day taking supplies to troops and then did his QA work for us after.
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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.
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Industry Experience
Opinov8 Digital and Engineering Solutions has garnered positive feedback across various industries, including Information Technology, Financial Services, Medical, Arts, and Automotive. Clients appreciate their expertise in custom software development, project management, and staff augmentation. In IT and Financial Services, they excel in delivering high-quality applications and UX design, while their work in Medical and Automotive showcases strong technical capabilities. Overall, their agility, communication, and commitment to client success have established them as a reliable partner across these sectors.
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Automotive Software Engineering Arts, entertainment & music Medical Gambling Advertising & marketing Logistics & Supply Chain Other Industry Human Resources 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?
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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.
Reviews mention Exceptional performance
Emergent Software has received exceptional feedback for their performance, with clients highlighting their responsiveness, integrity, and ability to customize solutions effectively. One client noted the flawless engagement and excellent communication, emphasizing that Emergent Software listens and adapts to specific needs. Another client praised the team's organization and urgency in addressing issues, stating that everything requested works perfectly. Overall, clients expressed high satisfaction, indicating that Emergent Software consistently exceeds expectations without any noted areas for improvement.-
E-Commerce Dev & Salesforce Integration for Marketing Agency
5.0 Dec 9, 2020Emergent Software wears a big hat for our customers. They’re amazing as it relates to their customer interactions, and their deliverables have been spot-on. To date, deliverables have been bug-free and rock solid.
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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?
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Minneapolis, Minnesota (10) Grand Rapids, Michigan (2) Stillwater, Minnesota (1) New York City, New York (1) Cheshire, Connecticut (1) Kalamazoo, Michigan (1) Roseville, Michigan (1) Chanhassen, Minnesota (1) Eden Prairie, Minnesota (1) Forest Lake, Minnesota (1) Lenexa, Kansas (1) Milwaukee, Wisconsin (1) Des Moines, Iowa (1) Searcy, Arkansas (1) Plymouth, Minnesota (1) Sun Prairie, Wisconsin (1) Denver, Colorado (1) Philadelphia, Pennsylvania (1) Pittsburgh, Pennsylvania (1) Corcoran, Minnesota (1) Grand Rapids, United States (1) New Prague, Minnesota (1) Greene, New York (1) Lake Delton, Wisconsin (1)Was this helpful?
$10,000+$50 - $99 / hr50 - 249Serves United StatesServices provided
10% AI Consulting10% AI Development10% Custom Software Development +7 services10% Digital Strategy10% Enterprise App Modernization10% IT Staff Augmentation10% IT Strategy Consulting10% Mobile App Development10% UX/UI Design10% Web DevelopmentSee all 5 projectsAttrecto Next Tech Digital Solutions is an AI consultancy specializing in AI implementation services and AI solutions. Praised for their structured, agile project management and deep technical expertise, they successfully integrate UX/UI designs into complex AI systems. 100% of reviewers highlight their collaborative mindset and ability to seamlessly bridge backend logic with user experience.
Reviews mention Flexible
Attrecto Next Tech Digital Solutions has received positive feedback regarding their flexibility in project management. Clients noted their ability to accommodate evolving project scopes, as exemplified by one client's experience where Attrecto seamlessly integrated additional features into an existing project. Another client highlighted their readiness to work during weekends to meet out-of-scope requests. Overall, the sentiment reflects a strong appreciation for Attrecto's adaptability and commitment to client needs.-
iOS App Development for Online Art Marketplace
5.0 May 5, 2016Furthermore, when we had additional, or out-of-scope, requests, Attrecto's team worked during weekends to meet our needs. In spite of the time difference, we felt as if they were in an office next door to us. It felt as we were their only client. Many things stand out to me: the effectiveness of Attrecto's planning and delivery, the flexibility with our requests and timelines, the knowledge of what's new and available in the tech industry, the ability to catch up business particularities in such a short time, and their innate innovation spirit.
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Web Redesign & App Dev for Equity Investment Research Firm
4.0 Nov 26, 2018Their project manager made sure to keep the project moving and updated us frequently. We also appreciate their flexibility. Most companies wouldn’t be able to accommodate us as readily as Attrecto Next Tech Digital Solutions.
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Custom Software & AI Development for IT Company
5.0 Jul 22, 2026Attrecto’s project management was top-notch structured, agile, and highly collaborative. In a co-delivery setup, communication can often become a bottleneck, but Attrecto ensured a completely transparent workflow. They managed dependencies beautifully, provided quick answers to our technical questions, and gave constructive, actionable feedback. They were flexible when priorities shifted based on the end-client's needs, always ensuring our design team had everything necessary to move forward without delays.
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1 of 1 AI Consulting reviews are 5 stars1 new review for AI Consulting in past 6 months$10,000 – $49,000 avg. project costRead 1 ReviewAI Consulting PROJECT HIGHLIGHT
Custom Software & AI Development for IT Company
5.0 — Attrecto Next Tech Digital Solutions served as the main digital product development and AI agency for an IT company's complex project. The team managed the architecture, backend logic, and software Read moreWas this helpful?
Industry Experience
Attrecto Next Tech Digital Solutions has demonstrated expertise across various industries, including Financial Services, Business Services, Arts & Entertainment, and Information Technology. Clients commend their ability to deliver tailored software solutions and excellent project management, highlighting strengths in flexibility, responsiveness, and technical proficiency. Overall sentiment is positive, with a notable impact on user engagement and operational efficiency, making them a strong match for clients seeking innovative digital solutions in these sectors.
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Financial services Arts, entertainment & music Business services Information technologyWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Attrecto Next Tech Digital Solutions is noted for providing excellent value for money, with clients praising their flexibility and responsiveness. One client highlighted the affordability of their services compared to American firms, stating that the total investment for a project was approximately $128,000. Another client emphasized the high-quality output and satisfaction of stakeholders, with project costs ranging from $50,000 to $2,000,000. Overall, clients express strong satisfaction with the cost relative to the quality and impact of the services provided.Was this helpful?
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UndisclosedUndisclosed2 - 9Sioux Falls, SD
Services provided
10% AI Consulting25% Cloud Consulting & SI25% Custom Software Development +2 services25% IT Managed Services15% AI DevelopmentCloud consulting & SI company Synovize was founded in 2021. The firm provides cloud consulting & SI and IT managed services, and is small.
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UndisclosedUndisclosed2 - 9Seattle, WA
Services provided
10% AI Consulting90% AI DevelopmentAdaptive Insight LLC is an artificial intelligence company. They were established in 2009, and their services include Artificial Intelligence and AI Consulting.
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Featured
What are Featured Providers?
$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.
Reviews mention Accessible
Clients have consistently praised X2 Mobile for their accessibility and responsiveness. One reviewer highlighted the project manager's excellent communication skills and availability, noting that they promptly addressed needs and provided feedback. Another client appreciated the account manager's commitment, stating they were available outside business hours and maintained constant communication. Overall, the sentiment reflects a strong emphasis on accessibility, with clients feeling supported and well-informed throughout the project.-
Mobile App Development for Educational Content Producer
5.0 Oct 3, 2023Their project manager was amazing and so great to work with. She has excellent communication skills and always gives timely responses. She was always available whenever our team needed something and would promptly provide feedback. Items were always delivered on time, and they responded to all our needs in a timely manner.
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App Development for Consumer Products Company
5.0 May 18, 2018We are impressed by their ability to keep their promises on delivering on time and within budget. They also impress us with the availability of our account manager outside business hours. Even with some hiccups in our relationship, they are always there when I need them most—even if they have to work extra hours.
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2 of 2 reviews are 5 stars1 new review for AI Consulting servicesUnknown avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
X2 Labs has received positive feedback from clients over the last six months, highlighting their dedication, technical expertise, and adaptability. One client praised their ability to elevate a half-completed app to a successful MVP with impressive user engagement metrics. Another noted X2 Labs' seamless integration into their team, enhancing product development and project management. Overall, clients express high satisfaction with X2 Labs' commitment to quality and responsiveness, with no reported areas for improvement.Was this helpful?
Industry Experience
X2 Labs has demonstrated exceptional expertise across multiple industries, including sports, information technology, education, arts, entertainment, eCommerce, and others. Clients praise their dedication, professionalism, and ability to deliver high-quality mobile applications that enhance user experience. Feedback indicates strong performance in developing MVPs, improving app functionality, and integrating innovative features. The overall sentiment across industries is highly positive, with clients highlighting X2 Labs' commitment to understanding project goals and their seamless adaptability to diverse business needs.
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Education Arts, entertainment & music Other industries Business services eCommerce Government Software Information technology SportsWas 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?
$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.
1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
LaunchPad Lab has received positive feedback from clients over the past six months, particularly for their expertise in AI applications and enterprise solutions. One client noted a significant increase in data processing efficiency, achieving over 95% accuracy and reducing processing time by 50%. The team was praised for their responsiveness and ability to integrate seamlessly with the client's culture. Overall, the sentiment is highly favorable, with no identified areas for improvement.Was this helpful?
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?
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?
$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.
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?
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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UndisclosedUndisclosed2 - 9Fort Lauderdale, FL
Services provided
10% AI Consulting20% Business Consulting20% Cloud Consulting & SI +4 services20% Cybersecurity10% AI Development10% Custom Software Development10% Low/No Code DevelopmentTekRecruiter is a cloud consulting & SI company. Launched in 2021, the agency is in Fort Lauderdale, Florida. Their services include cloud consulting & SI and Cybersecurity.
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UndisclosedUndisclosed2 - 9Eagle, ID
Services provided
10% AI Consulting20% AR/VR Development20% Custom Software Development +3 services20% IT Strategy Consulting20% UX/UI Design10% AI DevelopmentSmall user experience agency Funnel 33, is based in Eagle, Idaho. Their services include UX/UI Design and IT strategy consulting.
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UndisclosedUndisclosed2 - 9Grand Junction, CO
Services provided
10% AI Consulting90% AI DevelopmentWillow.ai is a Grand Junction, Colorado-based AI development company. Established in 2016, the team offers Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Madisonville, LA
Services provided
10% AI Consulting25% BI & Big Data Consulting & SI25% Mobile App Development +2 services25% Web Development15% AI DevelopmentLaunched in 1995, Not Rocket Science is a small big data analytics company. Their services include BI & big data consulting & SI and Web Development.
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UndisclosedUndisclosed2 - 9Ruston, LA
Services provided
10% AI Consulting90% AI DevelopmentHeadquartered in Ruston, Louisiana, VS Merlot is a small AI company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Holliston, MA
Services provided
10% AI Consulting90% AI DevelopmentSharePoint Geeks is an AI company. The team specializes in Artificial Intelligence and AI Consulting and is based in Holliston, Massachusetts and Bengaluru, India.
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UndisclosedUndisclosed2 - 9Jacksonville, FL
Services provided
10% AI Consulting25% Cloud Consulting & SI25% IoT Development +2 services25% Web Development15% AI DevelopmentFounded in 2017, TechZavy is a cloud consulting & SI company. The agency offers cloud consulting & SI and Web Development.
Read moreSee All Locations (2)Jacksonville, FL
12574 Flagler Center Blvd, Suite 101
Jacksonville, FL 322581
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UndisclosedUndisclosed2 - 9St. Louis, MO
Services provided
10% AI Consulting90% AI DevelopmentThe Intelligence Factory is a St. Louis, Missouri-based AI firm. They focus on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Greentop, MO
Services provided
10% AI Consulting25% Custom Software Development25% Mobile App Development +2 services25% Robotics Process Automation15% AI DevelopmentFounded in 2020, Shultz Studios LLC is a custom software development company. Their team focuses on Custom Software Development and Mobile App Development.
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UndisclosedUndisclosed2 - 9St. Louis, MO
Services provided
10% AI Consulting90% AI DevelopmentWell Principled is a St. Louis, Missouri-based AI company. They specialize in Artificial Intelligence and AI Consulting and were established in 2018.
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UndisclosedUndisclosed2 - 9Roxbury Township, NJ
Services provided
10% AI Consulting40% Content Writing Services20% Business Consulting +2 services20% Corporate Training & Coaching10% Marketing StrategyC.A. Mayer Consulting is a Content Writing Services company. They were launched in 2020 and offer Content Writing Services and Business Consulting.
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UndisclosedUndisclosed2 - 9Huntsville, AL
Services provided
10% AI Consulting30% Custom Software Development25% AR/VR Development +2 services25% Web Development10% EngineeringRAI Technologies is a custom software development firm. The team provides Custom Software Development and Web Development and is located in Huntsville, Alabama and Pahrump, Nevada.
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UndisclosedUndisclosed2 - 9Rock Hall, MD
Services provided
10% AI Consulting20% Custom Software Development10% AI Development +6 services10% Computer Engineering10% Cybersecurity10% Digital Engineering10% IoT Development10% Recruiting10% StaffingSoftware development company accurIT STAFFING corporation was established in 2000. Based in Rock Hall, Maryland, the team provides Custom Software Development and Cybersecurity.
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UndisclosedUndisclosed2 - 9Omaha, NE
Services provided
10% AI Consulting10% AI Development10% Blockchain +7 services10% Business Consulting10% Cloud Consulting & SI10% Cybersecurity10% Generative AI10% IT Managed Services10% IoT Development10% Web DevelopmentInfinite 8 A.I., a cloud consulting & SI company, was founded in 2017. The small team offers cloud consulting & SI and Cybersecurity.
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UndisclosedUndisclosed2 - 9San Diego, CA
Services provided
10% AI Consulting10% Advertising10% Branding +7 services10% Content Marketing10% Content Writing Services10% Graphic Design10% Marketing Strategy10% Social Media Marketing10% Video Production10% Web DesignBased in San Diego, California, SizzleForce Marketing is an Advertising company. Their services include Advertising and Branding.
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UndisclosedUndisclosed2 - 9Las Vegas, NV
Services provided
10% AI Consulting30% Pay Per Click30% Search Engine Optimization +2 services20% Web Design10% Conversion OptimizationDynamic Digital Marketing is a SEO agency established in 2023. The company focuses on Search Engine Optimization and Pay Per Click.
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UndisclosedUndisclosed2 - 9Hialeah, FL
Services provided
10% AI Consulting25% Public Relations25% Web Development +4 services10% AI Development10% Branding10% Corporate Training & Coaching10% Digital Strategy5 STAR BDM is a small Hialeah, Florida-based PR company. Their services include Public Relations and Web Development.
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UndisclosedUndisclosed50 - 249Upper Saddle River, NJ
Services provided
25% AI Consulting25% BI & Big Data Consulting & SI25% Cloud Consulting & SI +1 service25% IT Strategy ConsultingIT strategy consulting company Data Dynamics was launched in 2012. In Upper Saddle River, New Jersey and Pune, India, the team provides IT strategy consulting and BI & big data consulting & SI.
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$5,000+$50 - $99 / hr10 - 49Pinedale, WY
Services provided
10% AI Consulting40% BI & Big Data Consulting & SI20% AI Development +2 services20% Cloud Consulting & SI10% Low/No Code DevelopmentImprodata, a big data company, was founded in 2022. The agency specializes in BI & big data consulting & SI and cloud consulting & SI, and is small.
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$10,000+$25 - $49 / hr50 - 249Coral Springs, FL
Services provided
30% AI Consulting30% AI Development15% Custom Software Development +2 services15% IT Staff Augmentation10% AI AgentsSee all 37 projectsAgile Infoways LLC is a versatile software development company specializing in end-to-end solutions across various domains, including web and mobile applications, e-commerce platforms, and custom software development. Reviewers consistently praise their on-time delivery, communication, and deep industry knowledge, with approximately 90% of feedback emphasizing their professionalism and collaborative approach. Clients frequently highlight their ability to exceed expectations, making them a preferred partner for technology-driven projects.
Reviews mention Accessible
Clients consistently highlight Agile Infoways' accessibility, noting their prompt communication and availability throughout projects. One client praised their 'flawless' workflow, emphasizing regular updates and weekly builds. Another remarked on the team's readiness to respond and allocate resources as needed. Overall, sentiment regarding accessibility is highly positive, with clients expressing satisfaction in their ability to easily engage with the team, despite minor challenges such as time zone differences.-
App Development for South Asian Dating Platform
5.0 Feb 6, 2019Project management was very effective and their team was readily available. It’s easy to do business with them.
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Industry Experience
Agile Infoways LLC demonstrates notable expertise across various industries, including healthcare, education, financial services, and eCommerce. Clients commend their strong communication, timely deliveries, and dedication to project stewardship. In healthcare, they excel in developing user-friendly portals with robust data management. For education and financial services, their custom software solutions have led to significant improvements in user engagement and operational efficiency. Overall, Agile Infoways is well-suited for clients in tech-driven sectors seeking reliable development partnerships.
Read All ReviewsSelect Industry to see insights
Software Design eCommerce Social Networking Financial services Education Wellness & Fitness Other Industry Advertising & marketing Consumer Products IT Services Nonprofit Healthcare Information technologyWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently commend Agile Infoways LLC for their competitive pricing and exceptional value for money. Feedback highlights that their pricing aligns well with client budgets and delivers significant returns on investment. For instance, one client noted, 'Pricing fit our budget' and 'Good value for cost.' Overall sentiment reflects satisfaction with the cost-effectiveness of their services, with many clients expressing a willingness to recommend them based on their positive experiences.Was this helpful?
More responsive than most other service providers
Get in TouchAgile Infoways LLC 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 - 249Redmond, WA
Services provided
15% AI Consulting30% Recruiting20% HR Outsourcing +2 services20% Staffing15% AI DevelopmentPragna Solutions is a Recruiting company. Their midsize team is in Redmond, Washington and Bengaluru, India. Their services include Recruiting and Staffing.
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Undisclosed$25 - $49 / hr10 - 49Los Angeles, CA
Services provided
10% AI Consulting40% IT Staff Augmentation10% AI Agents +4 services10% AI Development10% Custom Software Development10% Mobile App Development10% Web DevelopmentIT staff augmentation company FACTn Software is located in Nugegoda, Sri Lanka and Los Angeles, California. They specialize in IT staff augmentation and AI Agents.
Read moreSee All Locations (2)Los Angeles, CA
15442 Ventura Boulevard
Los Angeles, CA 914031
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$25,000+$50 - $99 / hr50 - 249Plano, TX
Services provided
10% AI Consulting20% BI & Big Data Consulting & SI20% Generative AI +4 services15% AI Development15% Cloud Consulting & SI10% Cybersecurity10% IT Managed ServicesSee all 4 projectsXenonStack is a DevOps and machine learning solutions provider that excels in building scalable cloud platforms and managing microservices infrastructure. The company is highly regarded for its rapid response times and technical proficiency, with 100% of reviewers praising their technical capabilities and project management skills. Clients consistently report satisfaction with XenonStack's ability to deliver accurate, innovative solutions, contributing significantly to the success of their projects.
Industry Experience
XenonStack has demonstrated strong expertise across various industries, including education technology, data services, and information technology. Clients commend their rapid response times and efficient project management, particularly in building scalable cloud platforms, microservices infrastructure, and data solutions. Overall sentiment is highly positive, with clients noting the provider's technical proficiency, effective communication, and ability to deliver tailored solutions for high-volume applications. Industries such as education and AI/ML appear to benefit significantly from their services.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Overall, clients express satisfaction with XenonStack's cost-effectiveness and value for money. One client noted their ability to maximize cost-benefit in AWS autoscaling solutions, while another highlighted their efficiency in delivering high-quality work within budget. Clients have reported spending between $25,000 and over $50,000 and feel that the services provided justified the investment. The consistent positive feedback emphasizes XenonStack's capability to deliver reliable and cost-efficient solutions.Was this helpful?
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See All Locations (4)Plano, TX
Legacy West. 7700 Windrose
Plano, TX 750242 - 5
(+1)5104587214
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UndisclosedUndisclosed2 - 9Saratoga, CA
Services provided
30% AI Consulting70% AI DevelopmentDigamma.ai is an AI company. The team is in Saratoga, California, and their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Shelton, CT
Services provided
30% AI Consulting30% AI Development20% Cybersecurity +1 service20% IoT DevelopmentTrusted AI, an artificial intelligence firm, was founded in 2008. The agency offers Artificial Intelligence and AI Consulting, and is small.
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UndisclosedUndisclosed2 - 9East Hartford, CT
Services provided
30% AI Consulting40% Cybersecurity30% AI DevelopmentProductive Genius Club is a Cybersecurity company. Launched in 2023, the firm is in East Hartford, Connecticut. Their services include Cybersecurity and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Atlanta, GA
Services provided
30% AI Consulting30% AI Development20% BI & Big Data Consulting & SI +2 services10% Cloud Consulting & SI10% Custom Software DevelopmentAI company A42 Labs was established in 2019. The team provides Artificial Intelligence and AI Consulting and is based in Atlanta, Georgia.
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UndisclosedUndisclosed2 - 9Cosmos, MN
Services provided
30% AI Consulting70% AI DevelopmentProphetics, an AI company, is in Cosmos, Minnesota. Established in 2022, the team focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9St. Louis Park, MN
Services provided
30% AI Consulting70% AI DevelopmentVSI Labs is a St. Louis Park, Minnesota-based artificial intelligence firm. They offer Artificial Intelligence and AI Consulting and were established in 2014.
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UndisclosedUndisclosed2 - 9Bloomington, MN
Services provided
30% AI Consulting30% AI Development20% Mobile App Development +1 service20% Web DevelopmentRedilli is an artificial intelligence company. The firm is based in Bloomington, Minnesota. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Excelsior, MN
Services provided
30% AI Consulting30% AI Development20% Blockchain +1 service20% Blockchain MarketingHeadquartered in Excelsior, Minnesota, Delphi Analytics is a small artificial intelligence company. The team offers Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Chesterfield, MO
Services provided
30% AI Consulting40% BI & Big Data Consulting & SI30% AI DevelopmentPositronic AI is a small big data company established in 2015. Their services include BI & big data consulting & SI and Artificial Intelligence.
Read more -
UndisclosedUndisclosed10 - 49Bethany, CT
Services provided
25% AI Consulting50% AI Development25% IoT DevelopmentRevolutionary Integration Group Inc, a small AI development company, is in Bethany, Connecticut. Their services include Artificial Intelligence and IoT development.
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UndisclosedUndisclosed10 - 49Burlington, MA
Services provided
25% AI Consulting50% BI & Big Data Consulting & SI25% AI DevelopmentEstablished in 2012, LambdaZen LLC is a business intelligence company. The team focuses on BI & big data consulting & SI and Artificial Intelligence and is headquartered in Burlington,
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UndisclosedUndisclosed10 - 49Wayzata, MN
Services provided
25% AI Consulting50% Branding25% AI DevelopmentPluralytics AI, a branding firm, is located in Wayzata, Minnesota. Their services include Branding and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Hilliard, OH
Services provided
20% AI Consulting20% AI Development20% Call Center Services +4 services10% BI & Big Data Consulting & SI10% Business Consulting10% CRM Consulting and SI10% Customer Service OutsourcingContactUS Communications is an artificial intelligence company. Their midsize team is based in Hilliard, Ohio. Their services include Artificial Intelligence and Call Center Services.
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UndisclosedUndisclosed50 - 249Odessa, FL
Services provided
20% AI Consulting80% AI DevelopmentFunnel Leasing is a midsize AI firm founded in 2011. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249San Jose, CA
Services provided
20% AI Consulting20% AI Development20% Business Consulting +2 services20% Customer Service Outsourcing20% IT Managed ServicesServiceaide, Inc is an IT managed services company. The San Jose, California-based company specializes in IT managed services and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Hyattsville, MD
Services provided
20% AI Consulting20% AI Development20% BI & Big Data Consulting & SI +2 services20% Cloud Consulting & SI20% CybersecurityVidoori Inc. Is a business intelligence company founded in 2008. Their team offers BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosedFreelancerFort Wayne, IN
Services provided
40% AI Consulting40% Generative AI20% Fractional CMO ServicesEMediaAI is an AI Consulting company. They are in Fort Wayne, Indiana. Their team focuses on AI Consulting and Generative AI.
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UndisclosedUndisclosed50 - 249New York, NY
Services provided
20% AI Consulting20% AI Agents20% AI Development +2 services20% Generative AI20% Media Planning & BuyingAi Media Group, a media planning & buying company, was established in 2008. The midsize team focuses on Media Planning & Buying and Artificial Intelligence.
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UndisclosedUndisclosed10 - 49Cupertino, CA
Services provided
40% AI Consulting40% AI Development20% BlockchainQuantFarm is an AI firm founded in 2014. The small team offers Artificial Intelligence and AI Consulting.
Read more -
$10,000+$50 - $99 / hr50 - 249Cedar Park, TX
Services provided
10% AI Consulting10% AI Agents10% AI Development +8 services10% API Development10% Cloud Consulting & SI10% Custom Software Development10% Generative AI10% IT Strategy Consulting10% Microservices Architecture Services5% CRM Consulting and SI5% Other IT Consulting and SILaunched in 2018, NJC Labs is an AI Agents company. The company focuses on AI Agents and Artificial Intelligence, and is midsize.
Read moreSee All Locations (4)Cedar Park, TX
405 Dry Gulch Bend
Cedar Park, TX 786136 - 9
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$10,000+$50 - $99 / hr50 - 249Knoxville, TN
Services provided
15% AI Consulting20% Digital Engineering20% Generative AI +3 services15% AI Development15% BI & Big Data Consulting & SI15% Cloud Consulting & SISee all 4 projectsInnovatics offers specialized AI Consulting services with a focus on advanced analytics, Generative AI-powered solutions, and optimization for various industries, including retail and healthcare. Reviews consistently highlight their professionalism, timely project delivery, and innovative approach to problem-solving. Clients have praised Innovatics for their effective project management, clear communication, and ability to provide actionable insights through AI solutions.
More responsive than most other service providers
Get in TouchInnovatics is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
See All Locations (2)Knoxville, TN
511 Robotic Lane
Knoxville, TN 379202 - 5
+1 865 313 7858
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UndisclosedUndisclosed2 - 9Windsor, CT
Services provided
25% AI Consulting25% AI Development25% Cloud Consulting & SI +1 service25% Mobile App DevelopmentYoyata is a cloud consulting & SI company established in 2019. Their team provides cloud consulting & SI and Mobile App Development.
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UndisclosedUndisclosed2 - 9Blackfoot, ID
Services provided
25% AI Consulting50% AR/VR Development25% AI DevelopmentAurum Technologies is an AR/VR development company based in Blackfoot, Idaho. They offer AR/VR development and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Chicago, IL
Services provided
25% AI Consulting50% BI & Big Data Consulting & SI25% AI DevelopmentA J RHEM & ASSOCIATES INC is a big data company. Based in Chicago, Illinois, the company was established in 1990. Their services include BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Edina, MN
Services provided
25% AI Consulting40% BI & Big Data Consulting & SI25% AI Development +1 service10% Web DevelopmentMinneAnalytics is a big data analytics company. Launched in 1998, the team offers BI & big data consulting & SI and Artificial Intelligence.
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List of the Top 15 United States AI Consulting Firms
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$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 -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
37.1/40.017.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Consulting60% 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 -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
38.1/40.018.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
35% AI Consulting65% 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
30% AI Consulting70% Other -
$5,000+$150 - $199 / hr1,000 - 9,999Cranbury, NJ
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$150 - $199 / hr50 - 249Atlanta, GA
Ability to deliver
39.4/40.020/20 Reviews10/10 Clients & Experience9.4/10 Market PresenceService focus
20% AI Consulting80% Other -
$1,000+Undisclosed250 - 999Harrisburg, PA
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Consulting90% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
38.6/40.019/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
25% AI Consulting75% Other -
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Ability to deliver
37.1/40.017.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Consulting70% Other -
$25,000+$150 - $199 / hr50 - 249Minneapolis, MN
Ability to deliver
37/40.017.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
30% AI Consulting70% Other -
$50,000+$150 - $199 / hr10 - 49Austin, TX
Ability to deliver
39.5/40.019.8/20 Reviews10/10 Clients & Experience9.7/10 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 -
$10,000+$25 - $49 / hr50 - 249San Francisco, CA
Ability to deliver
38.5/40.019/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
15% AI Consulting85% Other -
$25,000+$50 - $99 / hr250 - 999Aventura, FL
Ability to deliver
38.5/40.019/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% Other -
$75,000+$150 - $199 / hr50 - 249Frederick, MD
Ability to deliver
37.8/40.019.4/20 Reviews10/10 Clients & Experience8.4/10 Market PresenceService focus
20% AI Consulting80% Other -
$5,000+Undisclosed250 - 999Raleigh, NC
Ability to deliver
35.3/40.016.4/20 Reviews8.9/10 Clients & Experience10/10 Market PresenceService focus
25% AI Consulting75% Other -
$25,000+$150 - $199 / hr10 - 49Palo Alto, CA
Ability to deliver
39.2/40.019.6/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+$25 - $49 / hr50 - 249Newark, DE
Ability to deliver
38.8/40.018.8/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Consulting90% Other -
$5,000+$150 - $199 / hr50 - 249San Diego, CA
Ability to deliver
38.6/40.019/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
35.2/40.016.6/20 Reviews10/10 Clients & Experience8.6/10 Market PresenceService focus
35% AI Consulting65% Other -
$50,000+$50 - $99 / hr50 - 249Dallas, TX
Ability to deliver
38.4/40.018.6/20 Reviews9.8/10 Clients & Experience10/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+$50 - $99 / hr10 - 49Kennesaw, GA
Ability to deliver
35.7/40.016.4/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
35% AI Consulting65% Other -
$5,000+$100 - $149 / hr10 - 49El Segundo, CA
Ability to deliver
38.5/40.019/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% Other -
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Ability to deliver
38.2/40.018.4/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
10% AI Consulting90% Other -
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Ability to deliver
35.4/40.016/20 Reviews9.8/10 Clients & Experience9.6/10 Market PresenceService focus
30% AI Consulting70% Other -
$10,000+$100 - $149 / hr10 - 49San Francisco, CA
Ability to deliver
35/40.018.6/20 Reviews10/10 Clients & Experience6.4/10 Market PresenceService focus
40% AI Consulting60% Other -
$10,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
37.1/40.018/20 Reviews10/10 Clients & Experience9.1/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$150 - $199 / hr50 - 249Chicago, IL
Ability to deliver
36.4/40.017/20 Reviews9.8/10 Clients & Experience9.6/10 Market PresenceService focus
20% AI Consulting80% Other -
$10,000+$100 - $149 / hr10 - 49Sacramento, CA
Ability to deliver
37.7/40.018.2/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% Other
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U.S. AI Consulting FAQs
U.S. AI consultants bring proximity to major talent markets and regulators, plus familiarity with common enterprise stacks (AWS, Azure, GCP, Databricks, Snowflake). That combination speeds discovery, security reviews, and deployment within North American compliance frameworks like HIPAA, SOC 2, and PCI DSS. You’ll also benefit from time zone alignment, stronger access to on-site workshops, and local references from peers in your industry.
If you need executive buy-in or change management, American firms often offer hands-on stakeholder facilitation, pilot scoping, and quantifiable ROI modeling that align with finance and procurement standards common in U.S. enterprises.
Pricing varies because of factors like location, team seniority, and scope. According to Clutch’s recent data, most AI consultants in America charge:
- Discovery and AI strategy: $15,000 – $50,000
- Proof of concept (4–10 weeks): $50,000 – $150,000
- Production implementation and MLOps: $150,000 – $500,000+
- Enterprise AI programs (multi-workstream): $500,000 – $2 million+
Typical U.S. rates: - Senior AI strategist/architect: $200 – $350 per hour - Data scientist/ML engineer: $150 – $250 per hour - Data engineer/MLOps: $140 – $220 per hour
Expect higher rates in hubs like San Francisco and New York and more moderate pricing in Austin, Atlanta, Chicago, and the Research Triangle. Many firms offer fixed-fee pilots before scaling to longer-term roadmaps.
U.S. AI consultancies support a wide range of sectors, often with deep domain playbooks:
- Healthcare and life sciences — HIPAA, FDA-adjacent workflows, RWD/RWE
- Financial services and fintech — SEC/FINRA, fraud/risk, forecasting
- Retail and e-commerce — recommendations, demand planning, personalization
- Manufacturing and logistics — predictive maintenance, quality, routing
- Media and entertainment — content tagging, genAI, audience analytics
- Energy and utilities — asset optimization, anomaly detection
- Public sector and education — secure data use, accessibility, automation
- B2B SaaS and enterprise software — copilots, LLM integrations, analytics
Start by outlining your project’s specific requirements and objectives. Then, head on over to Clutch and assess your options on:
- Data readiness — Ask for a quick data audit and gap analysis.
- Technical fit — Ensure experience with your cloud/data stack and preferred LLM/ML platforms.
- Security and compliance — Look for SOC 2, HIPAA familiarity, DPAs, and model governance.
- Delivery approach — Request a pilot plan, MLOps roadmap, and measurement framework.
- Team composition — Seek cross-functional squads.
- Case studies and references — Prioritize similar industry use cases with quantified results.
- IP and portability — Avoid lock-in; insist on clear code ownership and exportable pipelines.
Shortlist 2–3 firms and run a structured RFP with the same problem statement and sample data to compare plans side-by-side.
- Vague ROI claims or “black box” methods with no evaluation plan
- No discussion of data governance, privacy, or model risk management
- One-size-fits-all solutions or heavy proprietary lock-in without clear value
- Skipping pilot phases or dismissing the need for MLOps and observability
- Overpromising “100% accuracy” or instant LLM fine-tuning without guardrails
- Unwillingness to sign a DPA or address regulatory constraints
- Lack of change management, training plans, or adoption metrics
AI projects are huge investments, requiring in-depth technical expertise and experience. The wrong partner can stir your efforts towards the wrong direction and expose it to risks.
Get matched with the 5 best-fit agencies for your project—in 4 minutes or less.