Top Artificial Intelligence Companies
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Featured
What are Featured Providers?
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FLServices provided
See all 84 projectsSimform is a versatile software development company specializing in mobile and web app development, as well as custom software solutions. The company receives overwhelmingly positive feedback, with approximately 100% of clients highlighting their strong communication, technical expertise, and professionalism. Clients appreciate their ability to deliver projects on time and within budget, consistently exceeding expectations in aligning with company values and offering a personalized, responsive service.
$10,000+$50 - $99 / hr250 - 999Greenville, SCServices provided
See all 78 projectsDesignli is a UX/UI design and app development company specializing in creating interactive prototypes and technical roadmaps. With a strong emphasis on project management and responsiveness, 100% of the reviewers noted their ability to deliver high-quality, user-friendly designs on time. Clients also commend Designli's proactive approach and expertise in guiding project development through effective communication and stakeholder collaboration.
$75,000+$100 - $149 / hr50 - 249New York, NYServices provided
See all 69 projectsBlueLabel is a versatile design and technology company specializing in AI and mobile app development, offering services such as workflow automation, mobile solution design, and AI integration. They receive high praise across multiple reviews for their strong project management, timely delivery, and exceptional customer service. Approximately 90% of reviews highlight their excellent culture fit and alignment with company values, while over 80% commend their innovative and strategic approach.
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$25,000+Undisclosed50 - 249Kyiv, Ukraine
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DeepDive.Tech is a midsize New York, New York-based Blockchain company. The team specializes in Blockchain and Custom Software Development.
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$25,000+$25 - $49 / hr50 - 249Milpitas, CA
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Established in 2015, Wavelabs Technologies (Wavelabs is now Veltris) is a midsize IT strategy consulting company. Their services include IT strategy consulting and Application Management & Support.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249San Francisco, CAServices provided
See all 22 projectsAzumo is a versatile software development company specializing in building and enhancing a wide array of applications, including conversational AI, mobile app development, cloud migration, and real-time analytics. Approximately 100% of reviewers highlight Azumo's strong communication, cultural alignment, and timely delivery, with many impressed by their adaptability and technical expertise, which align with client needs and project demands consistently.
$50,000+$100 - $149 / hr10,000+Charlottesville, VAServices provided
See all 25 projectsTELUS Digital is a technology solutions provider specializing in modernizing healthcare billing systems. Their services have significantly improved clients' operational efficiencies, with 85-90% of processes being automated. Reviews highlight TELUS Digital's robust system architecture and security measures, with a notable focus on scalability and adaptability, though they could benefit from adopting more agile methodologies. Overall, their collaborative approach and comprehensive solutions garner positive feedback.
$10,000+$50 - $99 / hr250 - 999Austin, TXServices provided
See all 61 projectsQubika is a versatile software development company specializing in mobile app development, data engineering, and product design. Across their reviews, 100% of clients commend their timely delivery, responsiveness, and high-quality output. Their ability to adapt and integrate seamlessly with client teams is frequently highlighted, with 100% of reviewers noting exceptional professionalism and commitment to client success.
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$50,000+$25 - $49 / hr50 - 249Baku, Azerbaijan
Services provided
Custom software development company ATL Tech was founded in 2013. The firm offers Custom Software Development and cloud consulting & SI, and is midsize.
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UndisclosedUndisclosed50 - 249Bedford, MA
Services provided
ReliSource, a midsize custom software development company, is in Bedford, Massachusetts and Dhaka, Bangladesh. The team specializes in Custom Software Development and Web Development.
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$5,000+$25 - $49 / hr50 - 249Sint-Truiden, Belgium
Services provided
In Sint-Truiden, Belgium, Callexcell is a midsize telephone answering service. Their services include Call Center Services and AI Agents.
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$25,000+Undisclosed50 - 249Giza, Egypt
Services provided
Silverkey Technologies is a web development company. Their midsize team of employees is based in Giza, Egypt and giza, Egypt. Their team offers Web Development and Custom Software Development.
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$10,000+Undisclosed50 - 249Gurugram, India
Services provided
Tooliqa is an IT strategy consulting company. They were founded in 2021 and provide IT strategy consulting and BI & big data consulting & SI.
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Featured
What are Featured Providers?
$10,000+$150 - $199 / hr10 - 49Webster Groves, MOServices provided
See all 20 projectsSketch Development is a versatile technology solutions provider specializing in custom software development, Agile implementation, and project management tools such as Jira. They consistently receive commendations for their exceptional project execution, expertise, and client engagement, with 100% of reviewers expressing satisfaction and no suggested improvements. Reviewers highlight their ability to deliver timely, high-quality solutions tailored to client needs.
$1,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
See all 28 projectsPhaedra Solutions is a development company that specializes in web and mobile app development, UI/UX design, and AI integrations. Reviews indicate a strong reputation for professionalism, timely delivery, and responsive communication, with 100% system uptime and successful project outcomes like increased user retention and reduced bugs. Approximately 80% of clients highlight their project management and communication skills as impressive, while some suggest minor improvements in project management and technical details.
$1,000+< $25 / hr10 - 49Kolkata, IndiaServices provided
See all 52 projectsGrowth Loops Technology Private Limited is a versatile software development company specializing in mobile app development, UI/UX design, and AI systems. Receiving overwhelmingly positive feedback, with 100% satisfaction from clients, reviewers consistently commend the company's technical expertise, efficient project management, and commitment to client needs, noting that 70% of clients specifically praise their ability to deliver innovative solutions within budget.
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UndisclosedUndisclosed50 - 249
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AtomChat is an AI company. They are in Boulder, Colorado. Their team specializes in Artificial Intelligence and AI Consulting.
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$50,000+$100 - $149 / hr50 - 249Sao Paolo, Brazil
Services provided
2Mundos is an IT staff augmentation company established in 2011. The team provides IT staff augmentation and UX/UI Design and is located in Carlsbad, California and Ciudad de México, Mexico.
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Featured
What are Featured Providers?
$10,000+< $25 / hr50 - 249New Delhi, IndiaServices provided
See all 64 projectsTechnoYuga Soft Pvt. Ltd. is a versatile software development company specializing in mobile and web application development, with additional expertise in AI and UI/UX design. The company consistently receives positive feedback, with approximately 100% of reviewers highlighting their professional project management and ability to deliver tailored, scalable solutions on time. Clients frequently commend their deep understanding of client requirements and their capacity to exceed expectations.
$25,000+$50 - $99 / hr50 - 249L'viv, UkraineServices provided
See all 46 projectsS-PRO is a software development company specializing in custom software solutions, mobile and web applications, and integration of modern technologies like blockchain and fintech platforms. Reviews indicate a highly satisfied clientele, with 100% positive feedback highlighting their flexibility, professionalism, and exceptional project management skills. Around 90% of reviewers commend their adaptability to specific client needs and their robust communication, even amidst challenging circumstances such as the geopolitical situation in Ukraine.
$25,000+$50 - $99 / hr250 - 999Dallas, TXServices provided
See all 53 projectsCodeNinja is a versatile software development company offering services including AI integration, custom SaaS solutions, enterprise web development, and staff augmentation. Their client feedback is overwhelmingly positive, with approximately 95% of reviews praising their project management, responsiveness, and alignment with business needs. Clients appreciate their ability to deliver innovative, user-friendly solutions on time and within budget, making them a reliable development partner.
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$5,000+$50 - $99 / hrFreelancerBudapest, Hungary
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Founded in 2022, Török Balázs is a Marketing Strategy company. Their services include Marketing Strategy and Digital Strategy.
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$1,000+$50 - $99 / hrFreelancer
Services provided
Established in 2024, ABS, a small IT staff augmentation company, is based in East Windsor, New Jersey. Their services include IT staff augmentation and Web Development.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249Sahibzada Ajit Singh Nagar, IndiaServices provided
See all 131 projectsTrigma is a versatile technology firm specializing in AI-driven solutions, software development, and platform integration. Across the reviews, clients consistently praise Trigma's technical expertise, timely project delivery, and responsive support. Approximately 90% of the reviews highlight their effective project management and technical knowledge, while no significant areas for improvement are mentioned, indicating a high level of client satisfaction.
$25,000+$50 - $99 / hr50 - 249Fornebu, NorwayServices provided
See all 15 projectsLANARS is a comprehensive technology solutions provider specializing in mobile and web app development, cloud services, and integration of advanced technologies such as AI and IoT. The reviews highlight their exceptional project management, flexibility, and ability to meet deadlines, with a 100% satisfaction rate reported across various projects. Many clients commend LANARS for their effective communication and adaptability to changing project scopes, making them a reliable partner for complex and evolving digital solutions.
$25,000+$25 - $49 / hr50 - 249L'viv, UkraineServices provided
See all 54 projectsLeobit is a software development company specializing in custom software solutions, mobile app development, and web modernization. Across various projects, clients consistently praise Leobit for their technical expertise, proactive communication, and timely delivery. With a focus on aligning with client budgets and values, approximately 90% of reviews emphasize their strong project management and ability to exceed expectations.
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UndisclosedUndisclosed50 - 249Framingham, MA
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ListEngage, a midsize Other Digital Marketing company, is in Framingham, Massachusetts. The team focuses on Other Digital Marketing and cloud consulting & SI.
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$10,000+$50 - $99 / hr50 - 249Tomball, TX
Services provided
Value Global is a software development company based in Tomball, Texas. Established in 2006, the team focuses on Custom Software Development and Robotics Process Automation.
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$50,000+$100 - $149 / hr50 - 249Oslo, Norway
Services provided
Blank AS is a custom software development firm. Established in 2015, the agency specializes in Custom Software Development and Web Design.
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$25,000+$25 - $49 / hr50 - 249San Antonio, TX
Services provided
Established in 1998, Stabilix Corporation is a midsize web development firm based in San Antonio, Texas and Kazhakkoottam, India. Their team offers Web Development and Mobile App Development.
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$100,000+Undisclosed50 - 249
Services provided
Ekumen is an IT staff augmentation company launched in 2013. The midsize team focuses on IT staff augmentation and Robotics Process Automation.
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Undisclosed$25 - $49 / hrFreelancer
Services provided
TK Digital Studio, a Content Marketing company, was founded in 2016. In Birkenhead, England, the team specializes in Content Marketing and Graphic Design.
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$1,000+UndisclosedFreelancer
Services provided
Dani Leitner SEO Expertin is a SEO agency. The Greifensee, Switzerland-based firm was established in 2023. Their services include Search Engine Optimization and Content Marketing.
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$10,000+$100 - $149 / hr50 - 249
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TriniDat Software-Entwicklung GmbH is a custom software development firm. The team is located in Düsseldorf, Germany, and their services include Custom Software Development and Web Development.
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Undisclosed$100 - $149 / hr50 - 249Victoriaville, Canada
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Rhesus is an IT managed services company. Headquartered in Victoriaville, Canada and Sherbrooke, Canada, the team provides IT managed services and Cybersecurity.
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$100,000+$150 - $199 / hr50 - 249Cincinnati, OH
Services provided
Pinnacle Solutions Group, Inc. Is a software development firm established in 2004. The company focuses on Custom Software Development and Web Development, and is midsize.
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$1,000+$50 - $99 / hr50 - 249Málaga, Spain
Services provided
Headquartered in Málaga, Spain, TDconsulting is an ERP consulting and SI company. Launched in 2009, the team specializes in ERP consulting and SI and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249
Services provided
Cybersecurity company ITAC was established in 2004. The team offers Cybersecurity and Custom Software Development.
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$5,000+$50 - $99 / hr50 - 249Hong kong, Hong Kong
Services provided
Website development company Branch8 is located in Hong kong, Hong Kong. They offer Web Development and E-Commerce Development and were established in 2015.
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$1,000+$25 - $49 / hr10 - 49
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Founded in 2022, Superb Developer is a web design company. The firm provides Web Design and UX/UI Design, and is small.
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$1,000+$25 - $49 / hr10 - 49MOHALI, India
Services provided
SocioHype is a branding firm established in 2023. Their team focuses on Branding and Marketing Strategy.
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$10,000+$100 - $149 / hr10 - 49
Services provided
Modal Digital, a SEO company, was founded in 2014. The team provides Search Engine Optimization and Web Development.
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$5,000+$50 - $99 / hr10 - 49
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Website development company DigitalArts was founded in 2022. In La Plata, Argentina and Mar del Plata, Argentina, the team offers Web Development and Branding.
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$1,000+< $25 / hr10 - 49Lahore, Pakistan
Services provided
Software development company helo is in Lahore, Pakistan. The team focuses on Custom Software Development and Web Development.
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$25,000+$50 - $99 / hr10 - 49
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Unordinary is a cloud consulting & SI company. The company is headquartered in Milano, Italy. Their team offers cloud consulting & SI and Custom Software Development.
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$1,000+Undisclosed10 - 49Tampa, FL
Services provided
See all 1 projectsBexCode Services offers website and app development, and their clients commend their professionalism, efficiency, and alignment with company values. Reviews highlight satisfaction with project outcomes, timely delivery, and effective communication, underscoring the company's strong project management and value for cost.
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$5,000+$100 - $149 / hr2 - 9Houston, TX
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Brazos Valley Marketing is a SEO company located in Houston, Texas. The team specializes in Search Engine Optimization and Content Marketing.
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UndisclosedUndisclosed2 - 9Toronto, Canada
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Application Testing company Live Recruiter is headquartered in Toronto, Canada. They provide Application Testing and Custom Software Development and were founded in 2020.
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$5,000+$150 - $199 / hr2 - 9Jaipur, India
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Aceternity Solutions Private Limited is a Jaipur, India-based website development company. Launched in 2017, the team focuses on Web Development and Mobile App Development.
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$1,000+$200 - $300 / hr2 - 9
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Based in Ras Al Khaimah, United Arab Emirates, The Orange Club Digital Agency is an AI Agents company. They provide AI Agents and Pay Per Click.
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Undisclosed$100 - $149 / hr2 - 9Augusta, GA
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Managed Nerds is an IT managed services company. In Augusta, Georgia, their small team offers IT managed services and Cybersecurity. The company was established in 2023.
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$1,000+$100 - $149 / hr2 - 9
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Professional IT Services is a small DevOps Managed Services company. They offer DevOps Managed Services and IT strategy consulting and were founded in 2000.
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UndisclosedUndisclosed2 - 9
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The RegTech is a public relations company. Established in 2025, the company is in Dubai, United Arab Emirates. Their team specializes in Public Relations and IT strategy consulting.
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$5,000+$50 - $99 / hr2 - 9Cape Town, South Africa
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Small custom software development firm BMEC Technologies, is located in Cape Town, South Africa. Their services include Custom Software Development and Web Development.
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$10,000+$25 - $49 / hr2 - 9
Services provided
Established in 2016, MakeIT - Digital Agency is a small e-commerce development company. Their team offers E-Commerce Development and AI Agents.
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UndisclosedUndisclosed2 - 9
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Established in 2024, RMIQ is an Advertising company. The team focuses on Advertising and Product Marketing and is located in Lewes, Delaware.
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$5,000+$150 - $199 / hr2 - 9London, England
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Forci is a CRM consulting and SI company launched in 2009. The small team offers CRM consulting and SI and Web Development.
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$5,000+$150 - $199 / hr2 - 9Köln, Germany
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Great2gether is a Köln, Germany-based e-commerce development company. Founded in 2012, the team provides E-Commerce Development and Web Design.
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$5,000+$100 - $149 / hr2 - 9
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Nov Brand Design is a small branding firm. They focus on Branding and Digital Strategy and were founded in 1998.
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$1,000+$25 - $49 / hr2 - 9Larnaka, Cyprus
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Launched in 2017, FOXVISITS LTD is a web design company. The small team specializes in Web Design and Advertising.
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$1,000+$100 - $149 / hr2 - 9København, Denmark
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CPC Social is a social media marketing firm. Their small team is headquartered in København, Denmark. Their services include Social Media Marketing and Content Marketing.
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$5,000+Undisclosed2 - 9
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Truth Cartel is a small Miami Beach, Florida-based Fractional CMO Services company. The team specializes in Fractional CMO Services and Content Marketing.
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UndisclosedUndisclosed2 - 9
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Reputation Arm is a small Other Marketing company. Launched in 2019, the team provides Other Marketing and Branding.
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$10,000+$300+ / hr2 - 9Winter Park, FL
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The Law Offices of Carolina Nunez, P.A., an Intellectual Property Law company, was founded in 2020. They offers Intellectual Property Law and Internet & Technology Law.
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$1,000+< $25 / hr50 - 249Indore, India
Services provided
TechnoToil, a custom software development company, is located in Indore, India. They provide Custom Software Development and Web Development and were established in 2017.
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List of the Best Artificial Intelligence Companies
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$25,000+< $25 / hr250 - 999Gurugram, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% AI Development50% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
80% AI Development20% Other -
$10,000+$25 - $49 / hr250 - 999Reston, VA
Ability to deliver
39.5/40.019.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
60% AI Development40% Other -
$1,000+$25 - $49 / hr50 - 249Ahmedabad, India
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
70% AI Development30% Other -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
39.3/40.019.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$50,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
39.1/40.019.2/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
65% AI Development35% Other -
$5,000+$25 - $49 / hr10 - 49
Ability to deliver
39.1/40.019.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
60% AI Development40% Other -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
39/40.019.6/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
35% AI Development65% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$25 - $49 / hr250 - 999White Plains, NY
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other -
$50,000+$25 - $49 / hr50 - 249Kyiv, Ukraine
Ability to deliver
38.7/40.020/20 Reviews9.1/10 Clients & Experience9.6/10 Market PresenceService focus
50% AI Development50% Other -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
39.5/40.019.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other -
$10,000+$25 - $49 / hr250 - 999Rzeszów, Poland
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
30% AI Development70% 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
70% AI Development30% Other -
$5,000+$50 - $99 / hr10 - 49San Diego, CA
Ability to deliver
38.5/40.019.6/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% AI Development30% Other -
$25,000+$50 - $99 / hr250 - 999Dallas, TX
Ability to deliver
38.4/40.020/20 Reviews10/10 Clients & Experience8.4/10 Market PresenceService focus
50% AI Development50% Other -
$5,000+$25 - $49 / hr50 - 249Miami, FL
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% AI Development50% Other -
$50,000+$50 - $99 / hr250 - 999London, England
Ability to deliver
38.1/40.018.8/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
60% AI Development40% Other -
$10,000+$50 - $99 / hr50 - 249Toronto, Canada
Ability to deliver
39.1/40.019.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
45% AI Development55% Other -
$10,000+$50 - $99 / hr10 - 49Kyiv, Ukraine
Ability to deliver
38/40.018.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FL
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
20% AI Development80% Other -
$25,000+$50 - $99 / hr250 - 999Wrocław, Poland
Ability to deliver
37.9/40.018.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$5,000+$25 - $49 / hr250 - 999Frisco, TX
Ability to deliver
37.9/40.018.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
50% AI Development50% Other -
$100,000+$50 - $99 / hr250 - 999Cluj-Napoca, Romania
Ability to deliver
37.8/40.018.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
65% AI Development35% Other -
$25,000+$25 - $49 / hr50 - 249Sarasota, FL
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$50,000+$150 - $199 / hr50 - 249Montréal, Canada
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
100% AI Development -
$25,000+$50 - $99 / hr250 - 999Jaipur, India
Ability to deliver
38.6/40.018.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
30% AI Development70% Other -
$10,000+$25 - $49 / hr50 - 249San Ramon, CA
Ability to deliver
37.6/40.017.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
60% AI Development40% Other -
$50,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
39.6/40.019.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
40% AI Development60% Other
Latest Artificial Intelligence Articles
See all articles
What Happens After You Add AI to a Product: The Work That Starts After Launch
Adding AI is only the start. This guide breaks down the real challenges teams face after launch with data quality, integration, monitoring, and maintaining...
Artificial Intelligence Development Company FAQs
Looking for an artificial intelligence company but not sure where to start? We've put together answers to the most common questions businesses ask when searching for a trusted partner. This FAQ covers what you need to know before hiring an artificial intelligence company, from pricing and services to results and red flags.
Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems twice a year based on a proprietary methodology. The top artificial intelligence companies for Fall 2025 include:
AI development agencies specialize in researching, designing, and deploying machine-learning models, data pipelines, and intelligent applications that solve real-world business problems. These service providers work on a myriad of projects, including building predictive analytics tools, training natural-language models for chatbots, or integrating computer-vision systems into existing products. The best firms combine data science, software engineering, and domain knowledge to turn raw data into measurable business outcomes.
Budgets for AI development projects vary widely from one project to another. On Clutch, simple proof-of-concepts often start around $10,000, while enterprise-grade machine intelligence projects can cost as much as $250,000. Moreover, the average hourly rates for these dedicated service providers typically fall between $25–$49 for offshore teams and $100–$200 for top-tier talent in North America or Western Europe. Ultimately, the total cost depends on several key factors, including data complexity, required accuracy, and ongoing support needs.
Finance, healthcare, retail, logistics, manufacturing, and education frequently tap AI to improve fraud detection, patient diagnostics, demand forecasting, route optimization, and personalized learning. However, any data-rich sector can gain value with the right partner.
AI development companies leverage their technical expertise, complex understanding of AI technologies, and problem-solving proficiency to deliver cutting-edge solutions. Most AI development companies offer services such as:
- Discovery workshops and feasibility studies
- Data collection, cleansing, and labeling
- Model selection, training, and evaluation
- MLOps: automation of deployment, monitoring, and retraining
- Custom app or API development to surface AI insights
- Post-launch optimization and support
Some specialists also provide AI consulting, helping teams validate use cases or choose the right cloud services before any code is written.
- Match with essential expertise and experience – Look for in-depth case studies in your industry and tech stack (e.g., TensorFlow, PyTorch).
- Check for verified reviews – Clutch ratings reveal communication style, reliability, and ROI.
- Assess their process – Agile, transparent workflows with clear milestones reduce risk.
- Validate team makeup – Data scientists, ML engineers, and domain experts should be involved—not just “AI generalists.”
- Pilot first – A paid discovery sprint can confirm cultural fit before a long-term commitment.
- Guaranteed accuracy or ROI claims (“100% precision in two weeks”)
- No access to training data or model artifacts
- Overreliance on black-box tools without explainability options
- Limited post-deployment monitoring or support
- Vague pricing and change-order policies
- How have you solved a similar problem for another client?
- Which metrics will define project success, and how will we measure them?
- Who owns the trained models and underlying data?
- What is your approach to data privacy and compliance (e.g., GDPR, HIPAA)?
- How often will models be retrained or updated?
- Which cloud or on-prem platforms do you recommend, and why?
Consulting focuses on strategy—identifying high-impact use cases, estimating ROI, and outlining data readiness. Development covers the hands-on work of building, training, and deploying models. Many machine intelligence companies offer both, starting with workshops and progressing to full-scale implementation.