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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$1,000+$25 - $49 / hr2 - 9Bothell, WA
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LatamEngineering is an IT staff augmentation company launched in 2023. The small team specializes in IT staff augmentation and Computer Engineering.
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$5,000+$25 - $49 / hr250 - 999Casper, WY
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Headquartered in Casper, Wyoming, Maanz AI is a midsize Data Annotation Services company. Their services include Data Annotation Services and Cybersecurity.
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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+$25 - $49 / hr50 - 249Sahibzada Ajit Singh Nagar, IndiaServices provided
See all 130 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.
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$5,000+$25 - $49 / hr2 - 9
Services provided
Small custom software development company Weavelinx, is in Pune, India. The team offers Custom Software Development and Web Development.
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$1,000+$25 - $49 / hr10 - 49Sheridan, WY
Services provided
UA Labs is a web development firm established in 2026. The team provides Web Development and Custom Software Development.
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$5,000+$25 - $49 / hr10 - 49T'bilisi, Georgia
Services provided
K Tech, a website development company, is in T'bilisi, Georgia. The team provides Web Development and Mobile App Development.
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$1,000+$50 - $99 / hr50 - 249Indore, India
Services provided
Blockchain company iMentus Technologies offers Blockchain and IT staff augmentation. They are based in Indore, India.
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$5,000+$50 - $99 / hr10 - 49
Services provided
Zyp is an AI development company headquartered in Islamabad, Pakistan and sydney, Australia. They focus on Artificial Intelligence and Blockchain and were founded in 2021.
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Featured
What are Featured Providers?
$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.
$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+< $25 / hr10 - 49
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Software development firm SpireDesk was launched in 2023. In Austin, Texas, the team offers Custom Software Development and Web Development.
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$1,000+$150 - $199 / hrFreelancer
Services provided
Pfauhaus Consulting is a Content Marketing company. The team provides Content Marketing and Search Engine Optimization, and the firm is in Chester, California.
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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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UndisclosedUndisclosed50 - 249Dhaka, Bangladesh
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Software development company FintechHub Limited was founded in 2019. The midsize team specializes in Custom Software Development and Staffing.
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$5,000+$50 - $99 / hrFreelancer
Services provided
Mansour Salem is a social media marketing agency. Founded in 2024, their team specializes in Social Media Marketing and Content Marketing.
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Featured
What are Featured Providers?
$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.
$10,000+$25 - $49 / hr50 - 249Warszawa, PolandServices provided
See all 50 projectsSolveIt is a software development company offering a range of services, including mobile app development, web design, AI integration, and cloud-based solutions. Across multiple reviews, SolveIt consistently receives positive feedback for their technical expertise, proactive communication, and ability to deliver projects on time, with over 90% of clients expressing satisfaction with their work quality and responsiveness. Clients frequently highlight their adaptability and commitment to project success.
$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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Undisclosed$25 - $49 / hrFreelancerLangjing Achouba, India
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Headquartered in Langjing Achouba, India, Existential Agency is a small app development firm. The team provides Mobile App Development and Artificial Intelligence.
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$1,000+$50 - $99 / hrFreelancer
Services provided
Small social media marketing agency Wix SEO Company, is located in Houston, Texas. The team focuses on Social Media Marketing and Search Engine Optimization.
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$1,000+$25 - $49 / hrFreelancerBourcefranc-le-Chapus, France
Services provided
Launched in 2024, tl consulting solaire sasu is an AI Agents company. The small team provides AI Agents and Artificial Intelligence.
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Undisclosed< $25 / hrFreelancer
Services provided
Weblex Solution is a Surat, India-based custom software development company. The team specializes in Custom Software Development and AI Agents.
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Undisclosed$50 - $99 / hrFreelancerKyiv, Ukraine
Services provided
Pragmatic AI is a Kyiv, Ukraine-based artificial intelligence company. The team offers Artificial Intelligence and Generative AI.
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$1,000+$50 - $99 / hrFreelancerBalıkesir, Türkiye
Services provided
Beybai mobile & ai apps, a Computer Engineering company, focuses on Computer Engineering and AI Consulting. The firm is in Balıkesir, Türkiye.
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$1,000+$25 - $49 / hrFreelancer
Services provided
Envaedha, an IT strategy consulting company, is located in Hampton Park, Australia. The team provides IT strategy consulting and AI Consulting.
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UndisclosedUndisclosedFreelancerLos Angeles, CA
Services provided
Drew Quevedo is a SEO company. They focus on Search Engine Optimization and Web Development and were established in 2003. The firm is in Los Angeles, California.
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UndisclosedUndisclosed10 - 49Warszawa, Poland
Services provided
Orisen is a web development firm. The Warszawa, Poland-based agency specializes in Web Development and Custom Software Development.
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$1,000+< $25 / hr10 - 49
Services provided
See all 12 projectsOrigins AI dedication to excellence is demonstrated by their custom-built AI technology. Their expertise in Origins AI cloud and mobile app development offers businesses innovative solutions that
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$25,000+$25 - $49 / hr10 - 49Austin, TX
Services provided
See all 1 projectsSeaflux offers web development and artificial intelligence services, specializing in technologies like Node.js, Python, and JavaScript. Clients have praised Seaflux for their professional and efficient project management, clear communication, and highly detailed deliverables, which have significantly improved project scalability and usability. Overall, feedback highlights their ability to effectively organize complex projects and provide exceptional customer service.
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$10,000+$100 - $149 / hr10 - 49Denver, CO
Services provided
GSIX, an e-commerce development firm, was founded in 2013. They provides E-Commerce Development and Mobile App Development.
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$5,000+$50 - $99 / hr10 - 49Scottsdale, AZ
Services provided
Blue K Smart Systems is a small IT managed services company launched in 2005. Their services include IT managed services and Cybersecurity.
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$25,000+$150 - $199 / hr10 - 49Amsterdam, Netherlands
Services provided
Eli5 is a custom software development firm. They are headquartered in Amsterdam, Netherlands. Their team offers Custom Software Development and Product Design.
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$25,000+$50 - $99 / hr10 - 49Dallas, TX
Services provided
The Arcadia Group Inc. Is a Blockchain company. Their small team is based in Dallas, Texas and provides Blockchain and Artificial Intelligence. The agency was launched in 2017.
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$5,000+$25 - $49 / hr10 - 49Pune, India
Services provided
ConnectingDots Infotech is a custom software development company established in 2016. The agency offers Custom Software Development and Artificial Intelligence, and is small.
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$5,000+Undisclosed10 - 49Henrico, VA
Services provided
Covintus, Inc., a web development firm, was established in 2011. The firm specializes in Web Development and Mobile App Development.
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UndisclosedUndisclosed10 - 49Istanbul, Türkiye
Services provided
SnA Consulting is a big data company founded in 2007. The small team offers BI & big data consulting & SI and Business Consulting.
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UndisclosedUndisclosed10 - 49Colombo, Sri Lanka
Services provided
Rootcode Labs is a custom software development firm. The Colombo, Sri Lanka-based agency was founded in 2019. Their services include Custom Software Development and Artificial Intelligence.
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$5,000+$25 - $49 / hr10 - 49Noida, India
Services provided
Small artificial intelligence firm Virtual Analytics, is headquartered in Noida, India. Their services include Artificial Intelligence and Mobile App Development.
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$5,000+$25 - $49 / hr10 - 49Mumbai, India
Services provided
Website development company PracticeNext is headquartered in Mumbai, India. Their services include Web Development and Web Design.
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$10,000+$25 - $49 / hr10 - 49
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FuturistiQ Solutions is an ECM consulting and SI company. They are located in Sharjah, United Arab Emirates and have small team. Their team offers ECM consulting and SI and IT strategy consulting.
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$5,000+$50 - $99 / hr10 - 49Nicosia, Cyprus
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Exelia Technologies is a small application development firm. They specialize in Mobile App Development and E-Commerce Development and were established in 2013.
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$1,000+$25 - $49 / hr10 - 49Ahmedabad, India
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Based in Ahmedabad, India, CloudStakes Technology Pvt. Ltd. Is a cloud consulting & SI company. Launched in 2017, the team focuses on cloud consulting & SI and Custom Software Development.
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UndisclosedUndisclosed10 - 49Las Condes, Chile
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Business intelligence company Awtana was established in 2019. The small team specializes in BI & big data consulting & SI and cloud consulting & SI.
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$1,000+$100 - $149 / hr10 - 49Przemyśl, Poland
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Otherland Labs Sp. Z o.o. Is a Przemyśl, Poland-based custom software development company. They provide Custom Software Development and IT strategy consulting.
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UndisclosedUndisclosed10 - 49
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Branding agency Thebuzztag media is based in Pune, Maharashtra, India, India. Founded in 2020, the team provides Branding and Content Marketing.
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$10,000+$100 - $149 / hr10 - 49
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Gorin Systems, a software development firm, was established in 2016. The team focuses on Custom Software Development and Web Development.
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$1,000+$50 - $99 / hr10 - 49San Francisco, CA
Services provided
Zavod-IT is an AI company. Their small team is located in San Francisco, California. Their services include Artificial Intelligence and API Development.
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$1,000+< $25 / hr10 - 49
Services provided
Established in 2019, Spectral Vision is a small Las Vegas, Nevada-based web design agency. Their services include Web Design and Generative AI.
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$5,000+$25 - $49 / hr10 - 49S S Colony, India
Services provided
Bizvertex is a social media marketing agency established in 2024. Located in S S Colony, India, the team specializes in Social Media Marketing and Email Marketing.
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$1,000+Undisclosed10 - 49Dubai, United Arab Emirates
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Brand Master Software Trading LLC is an Email Marketing company. The Dubai, United Arab Emirates-based firm specializes in Email Marketing and Custom Software Development.
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$10,000+$50 - $99 / hr10 - 49Bayrut, Lebanon
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Netiks International is a CRM consulting and SI company launched in 2000. The team offers CRM consulting and SI and Custom Software Development.
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UndisclosedUndisclosed10 - 49
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Parijat controlware inc is a Houston, Texas-based software development company. Their services include Custom Software Development and Wearable App Development.
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$1,000+Undisclosed10 - 49Singapore, Singapore
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Practice Theory is a branding agency. Their team is headquartered in Singapore, Singapore and Hồ Chí Minh, Vietnam. The agency offers Branding and Digital Strategy.
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UndisclosedUndisclosed10 - 49Coimbatore, India
Services provided
Drylogic solution is a small SEO agency based in Coimbatore, India and Coimbatore, India. The team offers Search Engine Optimization and Cybersecurity.
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$5,000+< $25 / hr10 - 49
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Fourchain Technologies is an IT strategy consulting company. They focus on IT strategy consulting and cloud consulting & SI and are located in Madurai, India.
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$5,000+< $25 / hr10 - 49Gurugram, India
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Zeabros, a Digital Strategy company, specializes in Digital Strategy and Graphic Design. The firm is based in Gurugram, India and Gurugram, India.
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$5,000+Undisclosed10 - 49Chicago, IL
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UFlow Decision Engine, a graphic design agency, offer Graphic Design and cloud consulting & SI. They were founded in 2020.
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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 -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
39.3/40.019.4/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development30% 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 -
$5,000+$25 - $49 / hr50 - 249Miami, FL
Ability to deliver
38.7/40.019/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% AI Development50% 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 -
$50,000+$50 - $99 / hr250 - 999London, England
Ability to deliver
38.5/40.019.2/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
45% AI Development55% 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 -
$10,000+$50 - $99 / hr10 - 49Kyiv, Ukraine
Ability to deliver
38.4/40.018.8/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$50 - $99 / hr250 - 999Jaipur, India
Ability to deliver
39/40.019.2/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
30% AI Development70% 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 -
$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 -
$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 -
$10,000+$25 - $49 / hr250 - 999Sahibzada Ajit Singh Nagar, India
Ability to deliver
38.5/40.018.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other
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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.