Top Artificial Intelligence as a Service Companies in the United States
From Silicon Valley’s AI labs to Boston’s research corridors and Austin’s startup scene, the United States is a global leader in Artificial Intelligence as a Service (AIaaS). U.S.-based AI service providers deliver cloud-based AI solutions for search, customer support, forecasting, content generation, and more — often leveraging partnerships with AWS, Microsoft Azure, and Google Cloud.
On Clutch, you can compare verified firms by client reviews, portfolio depth, certifications (e.g., SOC 2, ISO 27001), and domain expertise across regulated sectors like healthcare and finance. Use filters to narrow by budget, industry, location, and tech stack to find a partner for pilots or enterprise AI services at scale. Explore providers here:
• Top Artificial Intelligence as a Service Companies in the United States
• Artificial Intelligence as a Service Companies in Los Angeles
• Artificial Intelligence as a Service Companies in New York City
• Artificial Intelligence as a Service Companies in Dallas
• U.S. Artificial Intelligence as a Service Companies for Healthcare
15 Leaders 15 Contenders
615 Companies
List of the Top United States AIaaS Firms
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$25,000+$50 - $99 / hr10 - 49Dover, DE
Services provided
20% AI Consulting20% AI Development20% ERP Consulting and SI +320% IT Strategy Consulting10% BI & Big Data Consulting & SI10% Low/No Code DevelopmentFocus Areas
20% AI Deployment35% AI Maturation25% AI Strategy +120% AI Security ManagementEstablished in 2023, Hackaback Technologies is an IT strategy consulting company. The team focuses on IT strategy consulting and BI & big data consulting & SI.
Read moreSee All Locations (2)Dover, DE
1111B South Governors Avenue
Dover, DE 199042 - 5
13022625022
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$5,000+$200 - $300 / hr2 - 9Houston, TX
Services provided
10% AI Consulting30% IT Strategy Consulting25% IT Managed Services +315% Cybersecurity10% Computer Engineering10% Other IT Consulting and SIFocus Areas
50% AI Deployment50% AI StrategyIT strategy consulting company Javosec Corp. Was founded in 2022. The team offers IT strategy consulting and IT managed services.
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$5,000+$300+ / hr2 - 9Westminster, CO
Services provided
10% AI Consulting35% IT Strategy Consulting25% Custom Software Development +220% Business Consulting10% Computer EngineeringFocus Areas
50% AI Deployment50% AI StrategyLaunched in 2024, Smirnov Labs is an IT strategy consulting company. Their team offers IT strategy consulting and Custom Software Development.
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$5,000+$100 - $149 / hr2 - 9San Diego, CA
Services provided
10% AI Consulting33% AI Development32% AI Agents +215% Generative AI10% BI & Big Data Consulting & SIFocus Areas
50% AI Deployment40% AI Strategy10% AI MaturationLaunched in 2025, Khoda Consulting is an AI company. Their services include Artificial Intelligence and AI Agents.
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UndisclosedUndisclosedFreelancerSkiatook, OK
Services provided
50% AI Consulting40% Call Center Services5% Business Consulting +15% IT Strategy ConsultingFocus Areas
25% AI Deployment35% AI Strategy30% AI Maturation +110% AI Security ManagementEdge IQ Consulting is an AI Consulting company established in 2026. Their services include AI Consulting and Call Center Services.
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$50,000+$100 - $149 / hr2 - 9Sheridan, WY
Services provided
10% AI Consulting15% AI Development15% Generative AI +810% Content Marketing10% Custom Software Development10% UX/UI Design10% Web Design5% Affiliate Marketing5% Branding5% Digital Strategy5% Search Engine OptimizationFocus Areas
40% AI Deployment40% AI Strategy10% AI Maturation +110% AI Security ManagementSee all 1 projectsBlackCube Labs is a pioneering AI-powered boutique consultancy, automation agency, and community with a passion for generative AI, art and emerging technologies. Our lab fosters creativity,
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UndisclosedUndisclosed50 - 249Hilliard, OH
Services provided
20% AI Consulting20% AI Development20% Call Center Services +410% BI & Big Data Consulting & SI10% Business Consulting10% CRM Consulting and SI10% Customer Service OutsourcingFocus Areas
50% AI Deployment50% AI StrategyContactUS 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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$1,000+UndisclosedFreelancerKaty, TX
Services provided
25% AI Consulting25% Pay Per Click25% Web Design +215% Business Consulting10% Digital StrategyFocus Areas
40% AI Deployment40% AI Strategy20% AI MaturationWeb design company Poppy Marketing & Consulting was launched in 2025. The team offers Web Design and Pay Per Click and is in Katy, Texas.
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$5,000+$100 - $149 / hr2 - 9Miami, FL
Services provided
15% AI Consulting25% AI Development20% Custom Software Development +410% AI Agents10% API Development10% IT Strategy Consulting10% Web DevelopmentFocus Areas
40% AI Deployment50% AI Strategy10% AI MaturationWP Labs is a small AI development company based in Miami, Florida. The team specializes in Artificial Intelligence and Custom Software Development.
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UndisclosedUndisclosed50 - 249Denver, CO
Services provided
10% AI Consulting20% E-Commerce Development10% AI Development +610% Custom Software Development10% Digital Strategy10% Generative AI10% IT Staff Augmentation10% Low/No Code Development10% Web DesignFocus Areas
30% AI Deployment50% AI Strategy15% AI Maturation +15% AI Security ManagementNimble Gravity is a software development company. In Denver, Colorado and Guadalajara, Mexico, the team specializes in Custom Software Development and E-Commerce Development.
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UndisclosedUndisclosed2 - 9Prescott, AZ
Services provided
20% AI Consulting50% Search Engine Optimization30% Digital StrategyFocus Areas
30% AI Deployment70% AI StrategySEO company RankForward was established in 2026. The team focuses on Search Engine Optimization and Digital Strategy and is based in Prescott, Arizona.
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$5,000+$100 - $149 / hr2 - 9Clarksburg, MD
Services provided
20% AI Consulting35% Custom Software Development25% Web Development +210% Application Management & Support10% Enterprise App ModernizationFocus Areas
25% AI Deployment25% AI Maturation25% AI Security Management +125% AI StrategySee all 1 projectsSophylabs is a custom software development company that helps mid-market businesses build, scale, and modernize their digital products. We specialize in web application development (React, Angular,
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UndisclosedUndisclosed2 - 9Morrisville, NC
Services provided
25% AI Consulting60% Generative AI15% Corporate Training & CoachingFocus Areas
20% AI Deployment55% AI Strategy15% AI Security Management +110% AI MaturationFlux+Form | AI Mastery for the Modern Ad Agency is a Generative AI company. Their team is headquartered in Morrisville, North Carolina and focuses on Generative AI and AI Consulting.
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UndisclosedUndisclosedFreelancerMount Prospect, IL
Services provided
34% AI Consulting34% AI Development32% Business ConsultingFocus Areas
30% AI Deployment30% AI Maturation30% AI Strategy +110% AI Security ManagementFletter 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+$25 - $49 / hr2 - 9Fort Worth, TX
Services provided
10% AI Consulting25% Web Design20% UX/UI Design +320% Web Development15% AI Development10% Low/No Code DevelopmentFocus Areas
40% AI Deployment40% AI Strategy10% AI Maturation +110% AI Security ManagementFounded in 2022, DitDigitallabs is a small Fort Worth, Texas-based web design company. Their services include Web Design and UX/UI Design.
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$1,000+$25 - $49 / hr2 - 9Woodside, CA
Services provided
20% AI Consulting40% AI Agents40% AI DevelopmentFocus Areas
30% AI Deployment30% AI Security Management30% AI Strategy +110% AI MaturationLaunched in 2025, Pensive is a small artificial intelligence development company. Their team focuses on Artificial Intelligence and AI Agents.
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$1,000+$200 - $300 / hrFreelancerWestlake, OH
Services provided
70% AI Consulting30% Corporate Training & CoachingFocus Areas
20% AI Deployment80% AI StrategyHuman First AI Consulting, LLC is an AI Consulting company. They offer AI Consulting and Corporate Training & Coaching and are based in Westlake, Ohio.
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$5,000+$200 - $300 / hrFreelancerLiberty, MO
Services provided
10% AI Consulting30% IT Strategy Consulting20% Custom Software Development +320% Product Design10% Application Management & Support10% Enterprise App ModernizationFocus Areas
50% AI Deployment50% AI StrategyBlue Sprout Consulting, an IT strategy consulting company, was founded in 2024. The agency focuses on IT strategy consulting and Product Design, and is small.
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Undisclosed$300+ / hrFreelancerFranklin, TN
Services provided
20% AI Consulting40% Fractional CMO Services20% Branding +120% Marketing StrategyFocus Areas
25% AI Deployment75% AI StrategyEstablished in 2026, Pivot AI Global is a Fractional CMO Services company. The team provides Fractional CMO Services and Marketing Strategy and is based in Franklin, Tennessee.
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$5,000+$150 - $199 / hr10 - 49Forney, TX
Services provided
10% AI Consulting10% AI Agents10% AI Development +1310% Generative AI5% Back Office Outsourcing5% Business Consulting5% CRM Consulting and SI5% Call Center Services5% Corporate Training & Coaching5% Customer Service Outsourcing5% Finance & Accounting Outsourcing (FAO)5% HR Outsourcing5% IT Managed Services5% IT Strategy Consulting5% Public Relations5% Sales OutsourcingFocus Areas
30% AI Deployment35% AI Strategy20% AI Security Management +115% AI Maturation1World is an AI Consulting company founded in 2024. Their services include AI Consulting and Generative AI.
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$25,000+$25 - $49 / hr250 - 999Houston, TX
Services provided
10% AI Consulting20% Mobile App Development20% Web Development +510% Application Management & Support10% Custom Software Development10% Cybersecurity10% E-Commerce Development10% Low/No Code DevelopmentFocus Areas
40% AI Deployment40% AI Strategy20% AI MaturationSee all 12 projectsMobisoft Infotech is a versatile app development company, excelling in mobile and web solutions with a strong emphasis on cutting-edge technology and user-centric design. The reviews indicate a 100% positive sentiment on their professionalism, expertise, and commitment, with 80% of reviewers highlighting their outstanding project management and communication skills. Their ability to deliver high-quality, innovative solutions consistently garners praise and fosters long-term client relationships.
Reviews mention Puts the customer first
The overall sentiment from clients indicates that Mobisoft prioritizes customer needs effectively. One client noted their commitment to delivering results, stating, "they go beyond their regular working hours to get things done," which highlights their dedication. Another client expressed confidence in Mobisoft's ability to meet requests, stating, "I can be pretty confident that it’ll get done." However, there is a suggestion for improved collaboration on design alternatives, indicating room for enhancement in customer engagement.-
Android Dev for Senior Citizen Geared Operating System
5.0 Dec 20, 2013The whole team has worked very hard, and been accessible when needed. I was worried that this would be an issue, but it really isn't. I am very pleased with their work overall. Their work ethic and dedication to the project is unique. They really take the work personally. If things don't work, they try hard to fix it. I like that they have become my partner. I bring them to meetings a lot to explain the technical aspects of the system. They have done great.
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Energy Efficiency Mobile Apps
4.0 Nov 13, 2012Once there is a commitment made by the team to deliver something, they really do their best to put 100 percent of their effort to get things done, unlike other vendors who just go by what is convenient for them. When I ask them to do something, I can be pretty confident that it’ll get done. I have a great deal of confidence in the team.
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Industry Experience
Mobisoft Infotech has garnered positive feedback across various industries, including Education, Information Technology, Financial Services, and Healthcare. Their strengths lie in mobile app development, project management, and a consultative approach, with notable expertise in delivering innovative solutions. Clients commend their effective communication, adherence to budgets, and a strong commitment to meeting project timelines. Overall sentiment suggests they are particularly well-suited for projects requiring technical proficiency and a collaborative partnership, especially within the education and financial sectors.
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Advertising & marketing Information technology Education Financial services Healthcare SoftwareWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Mobisoft Infotech's competitive pricing and strong value for money. For instance, one client mentioned selecting them due to their pricing fitting within budget and providing good value. Another client noted they offered the same quality as competitors at half the cost. Overall, feedback indicates satisfaction with their affordability and the quality of work delivered, making them a preferred choice for various projects.Was this helpful?
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UndisclosedUndisclosed2 - 9Newberry, FL
Services provided
14% AI Consulting16% IT Strategy Consulting14% Business Consulting +414% Business Continuity Management14% Corporate Training & Coaching14% Cybersecurity14% ERP Consulting and SIFocus Areas
25% AI Deployment25% AI Maturation25% AI Security Management +125% AI StrategyBusiness Link Consulting is a small IT strategy consulting company based in Newberry, Florida. Their services include IT strategy consulting and ERP consulting and SI.
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$5,000+$100 - $149 / hr2 - 9Potomac, MD
Services provided
15% AI Consulting30% AI Agents30% Generative AI +215% AI Development10% BI & Big Data Consulting & SIFocus Areas
30% AI Deployment35% AI Strategy20% AI Security Management +115% AI MaturationForthclover is a Generative AI company. Launched in 2025, their team focuses on Generative AI and AI Agents.
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UndisclosedUndisclosedFreelancerLas Vegas, NV
Services provided
10% AI Consulting20% Web Design10% Content Marketing +610% Conversion Optimization10% E-Commerce Development10% Pay Per Click10% Search Engine Optimization10% Social Media Marketing10% Video ProductionFocus Areas
100% AI DeploymentPrezpass Media is a small web design company. They focus on Web Design and Social Media Marketing and were founded in 2017.
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$1,000+$150 - $199 / hrFreelancerAnaheim, CA
Services provided
10% AI Consulting10% Branding10% Business Consulting +710% Custom Software Development10% E-Commerce Development10% Enterprise App Modernization10% Low/No Code Development10% Mobile App Development10% Product Design10% Web DevelopmentFocus Areas
50% AI Deployment50% AI StrategyFounded in 2014, socialomical is a small Anaheim, California-based branding agency. Their team specializes in Branding and Product Design.
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$1,000+$150 - $199 / hrFreelancerKihei, HI
Services provided
30% AI Consulting40% Marketing Strategy20% Content Marketing +110% Search Engine OptimizationFocus Areas
30% AI Deployment50% AI Strategy20% AI MaturationAI Marketing Partner is a Marketing Strategy company. Their small team of employees is in Kihei, Hawaii. Their team focuses on Marketing Strategy and AI Consulting.
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$1,000+$50 - $99 / hr2 - 9Pleasantville, NJ
Services provided
10% AI Consulting35% Digital Strategy15% Business Consulting +315% IT Managed Services15% Marketing Strategy10% Web DevelopmentFocus Areas
20% AI Deployment60% AI Strategy10% AI Maturation +110% AI Security ManagementZurfage Analytics is a Digital Strategy company. They are located in Pleasantville, New Jersey. Their team specializes in Digital Strategy and Marketing Strategy.
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$1,000+< $25 / hr250 - 999Plano, TX
Services provided
10% AI Consulting15% Custom Software Development10% AI Development +1010% IT Strategy Consulting10% IoT Development10% Web Design5% Application Management & Support5% Blockchain5% DevOps Managed Services5% Digital Strategy5% Generative AI5% Mobile App Development5% Robotics Process AutomationFocus Areas
30% AI Deployment40% AI Maturation15% AI Security Management +115% AI StrategySee all 2 projectsColan Infotech Private Limited is a software development company offering mobile app development and maintenance services. Feedback is mixed, with approximately 50% of reviews highlighting issues in project management and communication, while others commend their reliability and availability. About 50% of reviewers note positive outcomes, such as increased app downloads and user engagement.
Industry Experience
Colan Infotech Private Limited has garnered mixed feedback across industries, particularly in Transportation and IT Services. In Transportation, they faced criticism for poor project management and accountability in developing cab hailing apps. Conversely, in IT Services, they received praise for their support in maintenance and bug fixes, contributing to significant user growth for a rideshare company. Overall, they are perceived as beneficial in IT services with an emphasis on communication improvement, while their performance in Transportation raises concerns regarding timely delivery and resource management.
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Transportation IT ServicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Colan Infotech Private Limited has received mixed feedback regarding their cost and value for money. One client highlighted their pricing as fitting within budget, making them a suitable option for projects with limited funds. However, another review pointed out significant issues with project management and delivery, raising concerns about accountability and quality. Overall, while some clients appreciate the affordability, others express dissatisfaction with the value received relative to the investment.Was this helpful?
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$1,000+$200 - $300 / hrFreelancerBallwin, MO
Services provided
40% AI Consulting25% Generative AI15% Digital Strategy +210% Business Consulting10% Content MarketingFocus Areas
10% AI Deployment80% AI Strategy10% AI MaturationThe AI Hat is an AI Consulting company launched in 2024. The agency focuses on AI Consulting and Generative AI.
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Undisclosed$100 - $149 / hrFreelancerSilverhill, AL
Services provided
10% AI Consulting25% Web Development20% Cybersecurity +320% Search Engine Optimization15% AI Development10% Digital StrategyFocus Areas
20% AI Deployment30% AI Security Management30% AI Strategy +120% AI MaturationWebsite development company Laura Florey Consulting was founded in 2026. The company provides Web Development and Search Engine Optimization, and is small.
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$10,000+< $25 / hr50 - 249San Jose, CA
Services provided
10% AI Consulting20% AI Development20% Custom Software Development +515% AI Agents10% Generative AI10% IT Staff Augmentation10% IoT Development5% IT Strategy ConsultingFocus Areas
30% AI Deployment30% AI Maturation30% AI Strategy +110% AI Security ManagementSee 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.
0 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
In the last six months, client feedback for WebMob Technologies has been mixed. While they appreciated the team's responsiveness and timely delivery, significant concerns were raised regarding design execution and adherence to branding guidelines. One client noted frustration over having to provide extensive corrections and direction, leading to dissatisfaction with the final product. Overall, while there are some positive aspects, the need for improved design awareness and communication was emphasized.Was this helpful?
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$2,500 Best for firms needing AI audit & roadmap $5,500 Best for teams ready to automate workflows $12,000 Best for enterprises scaling AI opsView PackagesAI Workflow Automation Packages
AI strategists + automation engineers build custom workflows, agents & integrations tailored to your processes. We analyze operations, identify automation opportunities, deploy AI solutions, optimize performance, and support your team with reporting, training & continuous improvements.Was this helpful?
See All Locations (3)San Jose, CA
111 N Market St
San Jose, CA 951132 - 5
+14085209597
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UndisclosedUndisclosed2 - 9Portland, OR
Services provided
20% AI Consulting60% Business Consulting20% Corporate Training & CoachingFocus Areas
50% AI Deployment50% AI StrategyBusiness Consulting Agency is a Business Consulting company established in 2009. In Portland, Oregon, the team offers Business Consulting and Corporate Training & Coaching.
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UndisclosedUndisclosedFreelancerNewport Beach, CA
Services provided
15% AI Consulting25% Unified Communications Consulting & SI20% IT Strategy Consulting +410% Cloud Consulting & SI10% Cybersecurity10% IT Managed Services10% Other IT Consulting and SIFocus Areas
15% AI Deployment65% AI Strategy10% AI Maturation +110% AI Security ManagementKookatech is an unified communications consulting & SI company founded in 2023. The firm offers unified communications consulting & SI and IT strategy consulting, and is small.
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$5,000+$50 - $99 / hr10 - 49Pinedale, WY
Services provided
10% AI Consulting40% BI & Big Data Consulting & SI20% AI Development +220% Cloud Consulting & SI10% Low/No Code DevelopmentFocus Areas
45% AI Deployment30% AI Strategy15% AI Security Management +110% AI MaturationImprodata, 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 - 249Monroe Township, NJ
Services provided
10% AI Consulting20% AI Development20% Generative AI +510% BI & Big Data Consulting & SI10% Custom Software Development10% Mobile App Development10% Product Design10% Web DevelopmentFocus Areas
25% AI Deployment75% AI StrategySee all 9 projectsAtliQ Technologies is an AI consultancy specializing in artificial intelligence solutions, including natural language processing and biometric data analysis, to create impactful and functional applications. Consistently praised for their responsiveness, adaptability, and dedication, 100% of reviewers highlight their capability to translate visions into reality, ensuring timely delivery and exceptional project management.
Industry Experience
AtliQ Technologies has demonstrated expertise across various industries including construction, mental health, financial services, education, and IT. Feedback highlights their strengths in delivering high-quality, innovative solutions and exceptional project management. Clients commend their ability to adapt to unique requirements and provide valuable insights, particularly in developing complex applications and platforms. Overall, the sentiment is positive, indicating a strong fit for clients in sectors requiring customized software solutions, robust analytics, and user-centric design.
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Information technology Construction Wellness & Fitness Financial services Education Consumer Products SoftwareWas this helpful?
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$3,000 AI Use Case Discovery Workshop $8,000 AI Discovery Workshop + 1 Sprint $18,000 AI Discovery Workshop + Use case experimentsView PackagesAI Discovery and Exploration
Be AI first and discover the right AI use case for you! Find out how you can add different AI use cases to your company's portfolio. Any company who is looking to add AI to their daily operations or as a part of their product offerings can use this package to get started with AI.Was this helpful?
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$50,000+$25 - $49 / hr50 - 249Wilmington, DE
Services provided
10% AI Consulting25% AI Development25% Generative AI +610% AI Agents10% Custom Software Development5% Microservices Architecture Services5% Mobile App Development5% UX/UI Design5% Web DevelopmentFocus Areas
25% AI Deployment25% AI Maturation25% AI Security Management +125% AI StrategySee all 66 projectsOTAKOYI is a versatile software development company offering comprehensive services in web and mobile app development, UI/UX design, AI integration, and SEO optimization. Their work is consistently praised for professionalism and technical expertise, with 90% of reviews highlighting timely project management and solid communication. However, one review noted a disconnect between their project management and creative execution, indicating room for improvement in creative output.
Reviews mention Adaptable
Client feedback highlights OTAKOYI's adaptability as a key strength. One client noted their 'excellent' project management, emphasizing how the team quickly implemented feedback and adjusted to evolving needs. Another reviewer praised OTAKOYI's ability to make swift adjustments during development, stating they were 'quick learners' who could accommodate client requirements effectively. Overall, the sentiment regarding adaptability is overwhelmingly positive, with clients appreciating the flexibility and responsiveness demonstrated throughout various projects.-
IT Staff Aug for Digital Collaborative Tools Dev Co
5.0 Jul 24, 2023OTAKOYI team is impressive in providing very good quality profile. The team is flexible, adapting to the situation of the client, on the good and less good periods. Discussion and exchanges are always welcomed and the collaboration is very smooth.
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Web Development for Castle Exploration Website
5.0 Mar 10, 2017We can trust that OTAKOYI's team will deliver the quality of service we want. They have good turnaround and can adjust to client needs, instead of sticking to their own approach. We have worked with OTAKOYI for a long time, and, even though the team doesn't work fast, they deliver good quality solutions for a mid and long-term evolution.
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Industry Experience
OTAKOYI has demonstrated expertise across various industries, including eCommerce, healthcare, insurance, and education. Clients have praised their strong project management, timely delivery, and high-quality work, particularly in UI/UX design and backend development. Feedback highlights their ability to enhance user engagement, streamline processes, and adapt to changing requirements effectively. Overall, the sentiment is overwhelmingly positive, making OTAKOYI a strong candidate for projects in technology, marketing, and digital transformation.
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IT Services Logistics & Supply Chain Consulting Automotive Design Energy & natural resources Real estate Human Resources Other Industry Social Networking Restaurants Consumer Products Sports Hospitality & leisure Financial services Retail Healthcare Manufacturing Arts, entertainment & music Business services eCommerce Software Other industries Advertising & marketing Information technology Education InsuranceWas this helpful?
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See All Locations (5)Wilmington, DE
3524 Silverside Road Suite 35B
Wilmington, DE 198102 - 5
+1 302 476 2366
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$1,000+$100 - $149 / hr2 - 9Torrance, CA
Services provided
10% AI Consulting25% Search Engine Optimization20% Web Development +610% AI Agents10% AI Development10% Generative AI5% Ecommerce Marketing5% UX/UI Design5% Web DesignFocus Areas
35% AI Deployment40% AI Strategy15% AI Maturation +110% AI Security ManagementFuturmeDesign is a SEO services firm. Headquartered in Torrance, California and Rabat, Morocco, the agency provides Search Engine Optimization and Web Development.
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$25,000+$25 - $49 / hr10 - 49Oakbrook Terrace, IL
Services provided
25% AI Consulting25% AI Agents25% AI Development +215% Generative AI10% Enterprise App ModernizationFocus Areas
25% AI Deployment25% AI Maturation25% AI Security Management +125% AI StrategyLocated in Oakbrook Terrace, Illinois and Ahmedabad, India, Altum is a small AI firm. The team focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosedFreelancerDallas, TX
Services provided
20% AI Consulting40% AI Development20% AI Agents +120% Custom Software DevelopmentFocus Areas
50% AI Deployment50% AI StrategyPrompt AI Consulting, a small AI development company, is headquartered in Dallas, Texas. Their services include Artificial Intelligence and Custom Software Development.
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$100,000+Undisclosed250 - 999Milpitas, CA
Services provided
10% AI Consulting10% AI Development10% BI & Big Data Consulting & SI +710% Business Consulting10% Cloud Consulting & SI10% Custom Software Development10% DevOps Managed Services10% Digital Strategy10% E-Commerce Development10% IT Managed ServicesFocus Areas
40% AI Deployment35% AI Strategy15% AI Security Management +110% AI MaturationSee all 1 projectsRysun Labs Inc. is a web solutions company recognized for its skilled and dedicated team that successfully develops comprehensive applications with global reach. Their commitment to professionalism is highly regarded, with 100% of the feedback emphasizing effective communication and project deliverables, leading to ongoing partnerships.
Industry Experience
Rysun Labs Inc. has demonstrated expertise primarily in the Advertising & Marketing industry, excelling in web and mobile application development. Clients have praised their skilled team for effective communication, timely delivery, and a strong commitment to project goals. The successful completion of projects has significantly enhanced clients' service offerings on a global scale. Overall, feedback indicates a high level of satisfaction, making them a strong candidate for businesses in the digital solutions sector.
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Advertising & marketingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients report that Rysun Labs Inc. offers competitive pricing and excellent value for money, often highlighting their responsiveness and understanding of project requirements. One client noted that they selected Rysun based on their cost-effectiveness compared to other vendors. Overall, feedback indicates a strong satisfaction with the company's dedication to delivering promised outcomes, with many clients expressing a willingness to continue outsourcing projects due to the perceived value received.Was this helpful?
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$50,000+$100 - $149 / hr50 - 249Wilmington, DE
Services provided
10% AI Consulting35% AI Development30% Robotics Process Automation +125% AI AgentsFocus Areas
70% AI Deployment20% AI Strategy10% AI MaturationSee all 5 projectsOffice Samurai is a reputable automation and RPA consulting firm, skilled in implementing solutions like UiPath and Blue Prism across various sectors. The company receives highly positive feedback, with clients praising their adaptability, timely delivery, and strong partnership focus—over 90% of reviews highlight their effective communication and solution-oriented approach. Their ability to combine technical expertise with business acumen makes them an ideal long-term partner for process automation projects.
Reviews mention Adaptable
Client feedback highlights Office Samurai's adaptability as a key strength, noting their responsiveness to the unique needs of each project. One client remarked on their 'clear method adjusted to the type of initiative' and emphasized the team's 'high involvement in problem resolution.' Additionally, the ability to integrate business and technology knowledge was praised, with a focus on long-term partnerships rather than short-term profits, reinforcing an overall positive sentiment regarding their adaptability.-
RPA Services for Aerospace Manufacturing Company
5.0 Aug 4, 2026Projects has a clear method adjusted to the type of the initiative. Team is very reponsive and able to adapt to the specificity of the customer environment. High involvement in problem resolution.
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RPA Services for Aerospace Manufacturing Company
5.0 Aug 4, 2026They are very adaptive and react to suggestions.
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5 of 5 reviews are 5 stars$10,000 – $49,000 avg. project costRead 5 Recent ReviewsReviewed 5 times in the past 6 months
Recent client feedback for Office Samurai highlights their strong expertise in automation and RPA solutions, with multiple clients noting effective collaboration and timely project delivery. One client commended their structured approach to identifying automation opportunities, while another praised their flexibility and high-quality work. Overall sentiment is positive, with clients recommending Office Samurai for their reliable, innovative solutions and strong partnership focus, although some suggested improving response times for project initiation.Was this helpful?
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See All Locations (4)Wilmington, DE
300 Delaware Ave, Ste 210
Wilmington, DE 198011
+1 312-888-5313
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UndisclosedUndisclosed2 - 9Montgomery, AL
Services provided
20% AI Consulting20% AI Agents20% AI Development +220% Digital Engineering20% Generative AIFocus Areas
25% AI Deployment25% AI Maturation25% AI Security Management +125% AI StrategyIn Montgomery, Alabama, Mindfulware, LLC is an AI Agents company. Established in 2009, the team focuses on AI Agents and AI Consulting.
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$50,000+$50 - $99 / hr50 - 249Miami, FL
Services provided
20% AI Consulting25% AI Development20% AI Agents +510% Generative AI10% IT Staff Augmentation5% Cloud Consulting & SI5% IT Managed Services5% UX/UI DesignFocus Areas
25% AI Deployment25% AI Maturation25% AI Security Management +125% AI StrategySee all 1 projectsMobiik is an artificial intelligence solutions provider specializing in developing technological and electronic solutions to improve lives. The company received 100% positive feedback, noted for their expertise in AI, effective project management, and excellent communication. Clients appreciate their deep knowledge and alignment with customer needs, with no identified areas for improvement.
Industry Experience
Mobiik has demonstrated expertise in the retail sector, particularly in consumer electronics, with a focus on AI-driven solutions. Clients praised their effective project management, strong communication, and deep knowledge of artificial intelligence, resulting in measurable improvements in customer service technologies. The overall sentiment reflects a high degree of satisfaction, indicating that companies seeking innovative technological advancements in the retail industry would find Mobiik a strong fit for their projects.
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Average Project Cost Breakdown
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Clients have expressed satisfaction with Mobiik's pricing, noting it fits within their budget while providing good value for the cost. One client specifically highlighted the company's alignment with their values and the effective project management that ensured timely delivery. Overall sentiment indicates that Mobiik offers competitive pricing without compromising on quality, leading to positive client experiences and successful project outcomes.Was this helpful?
See All Locations (2)Miami, FL
782 Northwest 42nd Avenue
Miami, FL 331262 - 5
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$5,000+$25 - $49 / hr250 - 999Frisco, TX
Services provided
20% AI Consulting30% AI Development10% BI & Big Data Consulting & SI +410% Cloud Consulting & SI10% Custom Software Development10% IT Staff Augmentation10% Web DesignFocus Areas
25% AI Deployment45% AI Maturation25% AI Strategy +15% AI Security ManagementSee all 10 projectsZallpy Digital is an AI Consultancy firm specializing in Artificial Intelligence Consulting and AI Strategy Consulting. Based on reviews, 100% of clients commend their talent, responsiveness, and project management skills, with notable mentions of their engaging workshops and AI expertise. While clients appreciate their services, some suggest more tailored workshop preparations to enhance customization.
Reviews mention Adaptable
Clients express a highly positive sentiment regarding Zallpy Digital's adaptability, highlighting their responsiveness to changing project needs. One client noted, "they were always on the ball, perfectly timed with their deliveries, and amazingly adaptable to whatever new directions we took." This feedback underscores Zallpy Digital's commitment to not only meeting but exceeding expectations, showcasing their ability to navigate project dynamics effectively.-
Custom Software Development for Advertising & Mktg Company
5.0 Mar 22, 2024They were always on the ball, perfectly timed with their deliveries, and amazingly adaptable to whatever new directions we took. The mix of their tech smarts, creative problem-solving, and their keen sense for what their clients are facing really sets them apart.
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2 of 2 AI Deployment reviews are 5 stars$50,000 – $199,999 avg. project costAI Deployment Experience
Zallpy Digital received predominantly positive feedback for their AI Deployment services, with 90% of reviewers praising their expertise and effective project management. Clients noted their strong understanding of AI technology, engagement in workshops, and ability to refine AI applications. Noteworthy strengths included their timely delivery and high standards, with specific comments highlighting their team's passion. A minor area for improvement involved customizing workshops further, as mentioned by 10% of clients.
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Industry Experience
Zallpy Digital has received positive feedback across diverse industries, including Legal, Construction, Advertising & Marketing, and other sectors. Clients praised their expertise in software development, data management, and AI consulting. Specifically, they excel in project management, timely delivery, and strong communication. Overall sentiment is notably favorable, particularly in the Legal and Construction industries, where clients remarked on Zallpy's commitment to quality and adaptability, making them a strong choice for companies seeking reliable digital solutions.
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Advertising & marketing Other Industry Restaurants Engineering Other industries Construction Legal AgricultureWas this helpful?
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$1,000+$25 - $49 / hr50 - 249Millville, NJ
Services provided
10% AI Consulting60% Generative AI30% AI DevelopmentFocus Areas
75% AI Deployment15% AI Strategy5% AI Maturation +15% AI Security ManagementHeadquartered in Gurugram, India and Millville, New Jersey, Shorthills AI is a Generative AI company. They focus on Generative AI and Artificial Intelligence.
Read moreSee All Locations (2)Millville, NJ
51 JFK Blvd
Millville, NJ 083326 - 9
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$10,000+$50 - $99 / hr50 - 249Knoxville, TN
Services provided
15% AI Consulting20% Digital Engineering20% Generative AI +315% AI Development15% BI & Big Data Consulting & SI15% Cloud Consulting & SIFocus Areas
35% AI Deployment30% AI Strategy20% AI Security Management +115% AI MaturationSee 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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$25,000+$50 - $99 / hr50 - 249Plano, TX
Services provided
10% AI Consulting20% BI & Big Data Consulting & SI20% Generative AI +415% AI Development15% Cloud Consulting & SI10% Cybersecurity10% IT Managed ServicesFocus Areas
40% AI Deployment40% AI Strategy20% AI Security ManagementSee 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.
Reviews mention Efficient
Clients have consistently praised XenonStack for their efficiency in project execution and communication. One client noted their impressive response times and the effective management of their DevOps microservices architecture, stating that XenonStack fulfills all agreed terms efficiently. The project manager's daily updates and immediate responses to queries were highlighted as key strengths, contributing to a seamless collaboration despite time zone differences. Overall, the sentiment reflects high satisfaction with XenonStack's efficient service delivery.-
Development for Big Data & AI Solution Company
5.0 Oct 15, 2018We monitor XenonStack’s response times when users submit a ticket. Their efficiency fulfills the terms of our agreement. We are satisfied with their quality of work and pace of delivery time. XenonStack communicates the project status and keeps response times to a minimum. Even though they’re offshore, I never notice any delays. The project manager sends a status every day.
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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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Other industries Information technologyWas 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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$10,000+$25 - $49 / hr50 - 249Coral Springs, FL
Services provided
30% AI Consulting30% AI Development15% Custom Software Development +215% IT Staff Augmentation10% AI AgentsFocus Areas
25% AI Deployment25% AI Maturation25% AI Security Management +125% AI StrategySee 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 Open to feedback
Clients consistently commend Agile Infoways for their openness to feedback and effective communication. One client highlighted their emphasis on feedback to align outcomes with client expectations, stating, 'they always emphasize on feedback so that outcome would be same or better than the client imagined.' Another remarked on their responsiveness, noting, 'they respond well to feedback' and maintain high service levels throughout the project. Overall, the sentiment reflects strong satisfaction with Agile Infoways' collaborative approach.-
Design & Development of Food Delivery App
5.0 Apr 15, 2020Moreover they always emphasis on feedback so that outcome would be same or better than the client imagined.
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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.
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Software Design eCommerce Social Networking Financial services Education Wellness & Fitness Other Industry Advertising & marketing Consumer Products IT Services Nonprofit Healthcare Information technologyWas 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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This provider is fluent in 1 language:
- English
This provider is available in 4 time zones:
- Central Standard Time (CST)
- Eastern Standard Time (EST)
- Pacific Standard Time (PST)
- Mountain Standard Time (MST)
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$10,000+$25 - $49 / hr50 - 249Piscataway, NJ
Services provided
20% AI Consulting20% AI Development20% Branding +220% Cloud Consulting & SI20% IT Strategy ConsultingFocus Areas
30% AI Deployment35% AI Strategy20% AI Security Management +115% AI MaturationFounded in 2020, Neoware Technology Solutions is a branding firm. The team offers Branding and IT strategy consulting and is located in Piscataway, New Jersey and Chennai, India.
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$25,000+$25 - $49 / hr50 - 249San Francisco, CA
Services provided
30% AI Consulting30% Custom Software Development10% AI Development +410% Generative AI10% IT Staff Augmentation5% Robotics Process Automation5% UX/UI DesignFocus Areas
40% AI Deployment40% AI Strategy10% AI Maturation +110% AI Security ManagementCloud Interactive is a software development company. The Taipei, Taiwan-based company focuses on Custom Software Development and AI Consulting.
Read moreSee All Locations (2)San Francisco, CA
95 3rd St
San Francisco, CA 941032 - 5
+1-416-699-5313
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List of the Top 15 United States AIaaS Firms
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$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 Consulting30% AI Deployment60% 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 Consulting30% AI Deployment80% Other -
$25,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.7/40.019/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
34% AI Consulting45% AI Deployment66% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
38.8/40.019.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
25% AI Consulting45% AI Deployment75% 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 Consulting50% AI Deployment90% 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 Consulting50% AI Deployment90% Other -
$50,000+$150 - $199 / hr10 - 49Austin, TX
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
10% AI Consulting100% AI Deployment90% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.7/40.018.8/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
25% AI Consulting30% AI Deployment75% 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 Consulting50% AI Deployment90% 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 Consulting25% AI Deployment75% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
37.3/40.017.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
35% AI Consulting25% AI Deployment65% Other -
$75,000+$150 - $199 / hr50 - 249Frederick, MD
Ability to deliver
38/40.019.6/20 Reviews10/10 Clients & Experience8.4/10 Market PresenceService focus
20% AI Consulting30% AI Deployment80% Other -
$50,000+$50 - $99 / hr250 - 999Palo Alto, CA
Ability to deliver
35.9/40.016.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
10% AI Consulting50% AI Deployment90% 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 Consulting35% AI Deployment90% Other -
$10,000+$150 - $199 / hr1,000 - 9,999Plano, TX
Ability to deliver
35/40.017.6/20 Reviews8.4/10 Clients & Experience9.1/10 Market PresenceService focus
10% AI Consulting40% AI Deployment90% 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 Consulting25% AI Deployment70% Other -
$5,000+Undisclosed50 - 249College Station, TX
Ability to deliver
35.4/40.016/20 Reviews9.8/10 Clients & Experience9.6/10 Market PresenceService focus
30% AI Consulting35% AI Deployment70% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.7/40.019.8/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
10% AI Consulting30% AI Deployment90% 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 Consulting25% AI Deployment85% Other -
$5,000+$100 - $149 / hr50 - 249Gaithersburg, MD
Ability to deliver
35.5/40.016.2/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
10% AI Consulting50% AI Deployment90% Other -
$10,000+$100 - $149 / hr250 - 999Bellevue, WA
Ability to deliver
32.7/40.015.8/20 Reviews7.3/10 Clients & Experience9.6/10 Market PresenceService focus
20% AI Consulting40% AI Deployment80% Other -
$100,000+$50 - $99 / hr50 - 249Cheyenne, WY
Ability to deliver
34.6/40.017.6/20 Reviews9.5/10 Clients & Experience7.6/10 Market PresenceService focus
15% AI Consulting50% AI Deployment85% 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 Consulting25% AI Deployment90% Other -
$10,000+$50 - $99 / hr50 - 249Dallas, TX
Ability to deliver
36.5/40.018.4/20 Reviews8.4/10 Clients & Experience9.7/10 Market PresenceService focus
10% AI Consulting40% AI Deployment90% Other -
$25,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
34.4/40.016.8/20 Reviews10/10 Clients & Experience7.6/10 Market PresenceService focus
15% AI Consulting50% AI Deployment85% Other -
$5,000+$100 - $149 / hr10 - 49El Segundo, CA
Ability to deliver
39.1/40.019.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting25% AI Deployment90% Other -
$10,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
35.6/40.017/20 Reviews10/10 Clients & Experience8.6/10 Market PresenceService focus
35% AI Consulting20% AI Deployment65% Other -
$10,000+$50 - $99 / hr50 - 249Los Angeles, CA
Ability to deliver
38.2/40.018.4/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
10% AI Consulting25% AI Deployment90% Other -
$10,000+$25 - $49 / hr50 - 249Houston, TX
Ability to deliver
35.8/40.016.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
18% AI Consulting35% AI Deployment82% Other -
$5,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
34.6/40.015.6/20 Reviews10/10 Clients & Experience9/10 Market PresenceService focus
15% AI Consulting45% AI Deployment85% Other
Latest AI Deployment Articles
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U.S. Artificial Intelligence as a Service FAQs
Hiring in the U.S. connects you to mature AI ecosystems anchored by cloud hyperscalers, leading universities, and venture-backed talent. Agencies here often have deeper experience with enterprise data stacks, security-by-design, and AI governance. If you operate in regulated industries, American teams typically understand HIPAA, SOC 2, PCI DSS, and state privacy laws (e.g., CCPA/CPRA), reducing compliance risk.
Moreover, you’ll also gain easier access to onshore collaboration across time zones, stronger support SLAs, and proximity to industry hubs — from Bay Area tech and NYC finance to Boston healthcare and DC public sector — that can accelerate integration and change management.
Pricing varies thanks to a wide range of factors, including scope, model complexity, and compliance needs. On Clutch, most AI as a Service firms in America charge:
- Discovery and proof of concept (6–10 weeks): $30,000 – $100,000
- Pilot to production (3–6 months): $100,000 – $400,000
- Ongoing AIaaS ops (monitoring, model updates, support): $5,000 – $40,000 per month
- Hourly rates for senior AI engineers/architects: $125 – $250+
Expect separate cloud costs (compute, storage, vector databases) and usage-based LLM fees. Many providers offer fixed-fee pilots to validate ROI before full rollout.
U.S. AI service providers support a wide range of sectors, reflecting unprecedented AI adoption of businesses in the country. Many of the firms have experience in markets like:
- Finance and fintech — fraud detection, risk modeling, NLP for KYC
- Healthcare and biotech — clinical NLP, imaging, PHI-safe copilots
- Retail and e-commerce — personalization, demand forecasting
- Manufacturing and logistics — predictive maintenance, optimization
- Media and entertainment — content automation, recommendation engines
- Public sector and defense — secure, FedRAMP-aligned solutions
- Energy and utilities — anomaly detection, grid forecasting
Define the specific requirements and objectives of your project. Then, browse through Clutch’s directories and explore your options on:
- Cloud and data stack — confirm partnerships (AWS/Azure/GCP), MLOps tooling, data governance, and observability.
- Security posture — SOC 2/ISO 27001, HIPAA readiness, PII handling, and model risk management (bias, safety, lineage).
- Case studies — look for domain-specific results and production deployments, not just demos.
- Team fit — senior oversight, cross-functional skills (data engineering + app dev), and change management expertise.
- One-size-fits-all approach with minimal data discovery or evaluation of your stack
- No clarity on data governance, PHI/PII handling, or compliance boundaries
- Black-box delivery — no access to prompts, code, or model lineage
- Overpromising accuracy without measurement plans, baselines, or A/B testing
- No MLOps or monitoring strategy for drift, hallucinations, or safety
- Thin references or only lab demos with no production case studies
- No plan for user adoption, training, or ongoing model updates
Protecting your organization means being thorough and certain with the vendors you partner with, especially for AI projects. Make sure you spot and avoid red flags as early as possible.
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