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 77 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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$5,000+$50 - $99 / hr2 - 9
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User experience company DragDrop was launched in 2021. The company offers UX/UI Design and cloud consulting & SI.
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$1,000+$50 - $99 / hr2 - 9Galway, Ireland
Services provided
In Galway, Ireland, Meep Marketing is a small social media marketing company. Their services include Social Media Marketing and Search Engine Optimization.
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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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$5,000+$25 - $49 / hr2 - 9
Services provided
Launchify LLC is a social media marketing agency. They were founded in 2024 and provide Social Media Marketing and Web Development.
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$5,000+$50 - $99 / hr2 - 9
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Shipcrew is a small branding company headquartered in. The team focuses on Branding and UX/UI Design.
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$10,000+$200 - $300 / hr2 - 9Singapore
Services provided
Momentum AI Communications is a public relations agency in Singapore. They provide Public Relations and Search Engine Optimization and were founded in 2024.
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$1,000+Undisclosed2 - 9Hendersonville, TN
Services provided
Navarro Creative Group LLC is a branding company launched in 2015. The team offers Branding and Social Media Marketing and is based in Hendersonville, Tennessee.
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$1,000+< $25 / hr2 - 9Birmingham, England
Services provided
Prolific Tech Logics is a small social media marketing agency. Founded in 2017, the team offers Social Media Marketing and Graphic Design.
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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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$1,000+$150 - $199 / hr2 - 9Madison, AL
Services provided
Based in Madison, Alabama, 3 Paths Marketing is a social media marketing firm. They focus on Social Media Marketing and Email Marketing and were launched in 2021.
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$5,000+$100 - $149 / hr2 - 9Mount Laurel Township, NJ
Services provided
Web development company OnPurpose Studio is headquartered in Mount Laurel Township, New Jersey. They provide Web Development and UX/UI Design.
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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+$25 - $49 / 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+< $25 / hr2 - 9Napoli, Italy
Services provided
Headquartered in Napoli, Italy and Portland, Oregon, Vito Software is a small software development company. Their services include Custom Software Development and Web Development.
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$1,000+$25 - $49 / hr2 - 9
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Brisk Tech Solutions is a Digital Strategy company. They are located in Dover, Delaware. Their team focuses on Digital Strategy and Search Engine Optimization.
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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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$5,000+$25 - $49 / hr2 - 9Vaslui, Romania
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FLEXBOX SRL is a software development firm. Launched in 2018, the agency is located in Vaslui, Romania. Their team provides Custom Software Development and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9London, England
Services provided
Digital Peak is a cloud consulting & SI company. They are headquartered in London, England and have small team. Their team focuses on cloud consulting & SI and Cybersecurity.
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$1,000+$50 - $99 / hr2 - 9Murrieta, CA
Services provided
SEO services firm The Mad Caddy is located in Murrieta, California. Their services include Search Engine Optimization and Conversion Optimization.
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$1,000+< $25 / hr2 - 9
Services provided
Founded in 2019, J&Q Technologies is a cloud consulting & SI company. The team offers cloud consulting & SI and Custom Software Development and is based in St. Petersburg, Florida.
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$5,000+Undisclosed2 - 9
Services provided
Pacific Software Ventures is a custom software development firm. Their small team is located in Sacramento, California. Their services include Custom Software Development and Web Development.
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$25,000+$50 - $99 / hr2 - 9
Services provided
Renaissance Computing Services, a web development firm, is based in Lakeland, Florida. They focus on Web Development and IT staff augmentation and were founded in 2006.
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$1,000+$100 - $149 / hr2 - 9
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Dominion Solutions LLC is a custom software development firm. In Lansdowne, Pennsylvania, the firm focuses on Custom Software Development and Web Development.
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$1,000+$25 - $49 / hr2 - 9
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Founded in 2025, Defiant is a small Brest, Belarus-based data analytics company. Their team provides BI & big data consulting & SI and cloud consulting & SI.
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Undisclosed$50 - $99 / hr2 - 9
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Fabricate.studio is a branding firm. They focus on Branding and Social Media Marketing and are based in Glen Ellyn, Illinois.
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$5,000+$50 - $99 / hr2 - 9
Services provided
Karai Tech is a custom software development company. Based in Montevideo, Uruguay, the agency specializes in Custom Software Development and cloud consulting & SI.
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UndisclosedUndisclosed2 - 9
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Hyran IT Consulting, a small IT strategy consulting company, is in Milford, Michigan. The team provides IT strategy consulting and Cybersecurity.
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$1,000+$25 - $49 / hr2 - 9
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Launched in 2019, Bitpixel coders is an AI firm. The team focuses on Artificial Intelligence and AI Agents and is headquartered in Sahibzada Ajit Singh Nagar, India.
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$5,000+$50 - $99 / hr2 - 9
Services provided
Degen Lab is a software development company. Launched in 2020, the team offers Custom Software Development and Artificial Intelligence. The firm is headquartered in Los Corrales, Spain.
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$5,000+$100 - $149 / hr2 - 9
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In Québec, Canada, NADOM Technologies is a Digital Engineering company. They offer Digital Engineering and IoT development and were launched in 2024.
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$1,000+Undisclosed2 - 9
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DevFluence Services, a CRM consulting and SI company, is headquartered in Mehsana, India. Established in 2024, the team focuses on CRM consulting and SI and Web Development.
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$1,000+$25 - $49 / hr2 - 9
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AGAIN is a branding firm. Established in 2023, the agency is located in Moscow, Russia. Their team focuses on Branding and Social Media Marketing.
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$50,000+$200 - $300 / hr2 - 9
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Digital Strategy company TechProf LTD is based in Chessington, England. They focus on Digital Strategy and Web Design and were founded in 2011.
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$5,000+$25 - $49 / hr2 - 9
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Mevoro is a cloud consulting & SI company. The team is headquartered in Cluj-Napoca, Romania and Lewes, Delaware, and their services include cloud consulting & SI and CRM consulting and SI.
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$1,000+$50 - $99 / hr2 - 9Belfast, Northern Ireland
Services provided
B10 is a Digital Strategy company. Their small team of employees is headquartered in Belfast, Northern Ireland. Their team focuses on Digital Strategy and CRM consulting and SI.
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$1,000+< $25 / hr2 - 9
Services provided
Located in Bengaluru, India, Frapple is an IT managed services company. They provide IT managed services and Custom Software Development and were launched in 2023.
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$1,000+$50 - $99 / hr2 - 9
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Launched in 2006, Editsoft & Services is a SEO services firm. Their team provides Search Engine Optimization and Custom Software Development.
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$5,000+$100 - $149 / hr2 - 9
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In Hamburg, Germany, codelion GmbH is a small software development firm. Their services include Custom Software Development and cloud consulting & SI.
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UndisclosedUndisclosed2 - 9
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Digital Strategy company RepuMaster was launched in 2025. The company provides Digital Strategy and Conversion Optimization, and is small.
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$5,000+$100 - $149 / hr2 - 9
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Based in Mevaseret Zion, Israel, TrigX is a CRM consulting and SI company. Established in 2020, the team focuses on CRM consulting and SI and Custom Software Development.
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$1,000+$25 - $49 / hr2 - 9Chittagong, Bangladesh
Services provided
Samm X is an user experience company launched in 2018. The team offers UX/UI Design and Graphic Design and is in Chittagong, Bangladesh.
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UndisclosedUndisclosed2 - 9
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Klewr Solutions, a Digital Strategy company, is in Alpharetta, Georgia. The team provides Digital Strategy and Conversion Optimization.
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$1,000+< $25 / hr2 - 9
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G-Infosoft Technologies is a web design company. Launched in 2014, the team specializes in Web Design and UX/UI Design.
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$5,000+$25 - $49 / hr2 - 9Ghaziabad, India
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Established in 2023, ReadNRevise, a small cloud consulting & SI company, is located in Ghaziabad, India. Their team provides cloud consulting & SI and Cybersecurity.
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$5,000+$100 - $149 / hr2 - 9Ústí nad Labem-město, Czech Republic
Services provided
HypeDigitaly s.r.o. Is an AI Agents company. Launched in 2022, the team offers AI Agents and AI Consulting.
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$10,000+$50 - $99 / hr2 - 9
Services provided
This Tech Company is a software development firm launched in 2020. The team specializes in Custom Software Development and Web Development.
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$1,000+$150 - $199 / hr2 - 9
Services provided
In The Hague, Netherlands, Leadbananas is a Business Consulting company. They offer Business Consulting and Sales Outsourcing.
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$1,000+$25 - $49 / hr2 - 9Dublin 2, Ireland
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IPM Software, an IT strategy consulting company, was launched in 2024. They provides IT strategy consulting and CRM consulting and SI.
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$1,000+< $25 / hr2 - 9
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BizWebify Software Solutions is a custom software development firm. The Sahibzada Ajit Singh Nagar, India-based firm offers Custom Software Development and Web Development.
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$1,000+$25 - $49 / hr2 - 9
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Lionasys Technologies Private Limited is a software development firm founded in 2025. The agency offers Custom Software Development and Mobile App Development.
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Undisclosed$100 - $149 / hr2 - 9
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Launched in 2020, shade is a web design agency. The small team specializes in Web Design and UX/UI Design.
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Undisclosed$25 - $49 / hr2 - 9Paris, France
Services provided
Alphanex Web, a graphic design company, is based in Paris, France. They focus on Graphic Design and Web Development and were launched in 2021.
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$5,000+$50 - $99 / hr2 - 9Cheltenham, England
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Aipex Digital Ltd is a web design company. They focus on Web Design and Cybersecurity and were launched in 2023. The company is based in Cheltenham, England.
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$1,000+$100 - $149 / hr2 - 9Abbotsford, Canada
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In Abbotsford, Canada, Koala Technology is an IT strategy consulting company. Founded in 2015, the team offers IT strategy consulting and cloud consulting & SI.
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$1,000+$25 - $49 / hr2 - 9
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WebSolution is a web design agency. Their small team is based in London, England and offers Web Design and UX/UI Design. The company was established in 2023.
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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 -
$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 -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
39.2/40.019.8/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
35% AI Development65% 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 -
$10,000+$25 - $49 / hr250 - 999Reston, VA
Ability to deliver
38.9/40.019.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
60% AI Development40% 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
45% AI Development55% 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 -
$10,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$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
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.