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 / hr1,000 - 9,999Warszawa, PolandServices provided
See all 72 projectsInnowise is a versatile technology solutions provider offering services such as custom database creation, data management, software development, and DevOps support. The company is consistently praised for its project management, timely delivery, and ability to integrate smoothly into client teams. Approximately 90% of reviewers commend Innowise's technical expertise and responsiveness, while some suggest improvements in documentation and visual detail handling. Overall, Innowise is recognized for delivering high-quality outcomes with a commitment to client satisfaction.
$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+$50 - $99 / hr50 - 249Bangkok, Thailand
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SCMC Technologies Co., Ltd. Is an IT managed services company. The firm is headquartered in Bangkok, Thailand. Their services include IT managed services and other IT consulting and SI.
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$50,000+$25 - $49 / hr50 - 249Ahrensfelde, Germany
Services provided
Tech.at.core is a custom software development company. Their team is located in Ahrensfelde, Germany and Nizamabad, India. The firm provides Custom Software Development and IT managed services.
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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+$50 - $99 / hr50 - 249
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UC Advisers, an IT strategy consulting company, was launched in 2018. They focuses on IT strategy consulting and IT managed services.
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$10,000+$50 - $99 / hr50 - 249
Services provided
Software development company codexal was founded in 2023. The company focuses on Custom Software Development and Web Development.
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$25,000+$25 - $49 / hr50 - 249Bengaluru, India
Services provided
BASOFA CONSULTING PRIVATE LIMITED is a CRM consulting and SI company launched in 2022. In Bengaluru, India, the team provides CRM consulting and SI and ERP consulting and SI.
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$50,000+$50 - $99 / hr50 - 249
Services provided
In Austin, Texas, KRONIA TECHNOLOGIES INC is a Product Design company. They offer Product Design and cloud consulting & SI.
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Undisclosed$25 - $49 / hr50 - 249
Services provided
Prohash Technologies, a cloud consulting & SI company, focuses on cloud consulting & SI and IT managed services. The firm is in Jaipur, India.
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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 51 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 - $49 / hr50 - 249
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Truviq Systems is an IT strategy consulting company. Their team is located in Hyderabad, India and specializes in IT strategy consulting and IT managed services.
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$25,000+$100 - $149 / hr50 - 249Sousse, Tunisia
Services provided
Based in Sousse, Tunisia, Softylines is a custom software development company. The team offers Custom Software Development and Web Development.
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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+$50 - $99 / hr50 - 249
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LIFO Technologies Pvt. Ltd. Is an UX design agency. They are headquartered in Chennai, India and have midsize team of experts. Their services include UX/UI Design and Cybersecurity.
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$1,000+$25 - $49 / hr50 - 249Skokie, IL
Services provided
Qwik Apps is a Skokie, Illinois-based software development firm. Their services include Custom Software Development and Web Development.
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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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$25,000+$25 - $49 / hr50 - 249
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THE 8800 is a midsize Boulder, Colorado-based Product Design company. Their services include Product Design and Mobile App Development.
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$1,000+$25 - $49 / hr50 - 249Al Jazeera Al Hamra Industrial, United Arab Emirates
Services provided
Tech Hype is an UX agency. The team is in Al Jazeera Al Hamra Industrial, United Arab Emirates, and their services include UX/UI Design and Product Design.
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$1,000+$25 - $49 / hr50 - 249Hanoi, Vietnam
Services provided
GM Solutions is a Hanoi, Vietnam-based cloud consulting & SI company. Their services include cloud consulting & SI and IT managed services.
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$1,000+$25 - $49 / hr50 - 249Karachi, Pakistan
Services provided
Black Cube Technologies is a midsize mobile application development company launched in 2021. Their services include Mobile App Development and Custom Software Development.
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$1,000+$25 - $49 / hr50 - 249
Services provided
AIS Business Corp is a software development company. Their midsize team of employees is located in Chennai, India. Their team focuses on Custom Software Development and Mobile App Development.
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$1,000+$25 - $49 / hr50 - 249
Services provided
Whizlancer Infotech is an UX design company. Launched in 2017, the team focuses on UX/UI Design and Custom Software Development. The agency is in Gorakhpur, India.
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$25,000+$50 - $99 / hr50 - 249Dubai, United Arab Emirates
Services provided
In Dubai, United Arab Emirates, Tayseer Innovations is an IT managed services company. They offer IT managed services and Custom Software Development.
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$1,000+$25 - $49 / hr50 - 249
Services provided
ReNewator is a Market Research company. They were launched in 2019, and their services include Market Research and Search Engine Optimization.
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$5,000+$25 - $49 / hr50 - 249
Services provided
DigiNautix is an IT staff augmentation company launched in 2020. The midsize team specializes in IT staff augmentation and Custom Software Development.
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$25,000+$150 - $199 / hr50 - 249
Services provided
St. Fox, an IT strategy consulting company, specialize in IT strategy consulting and cloud consulting & SI. They were founded in 2024.
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UndisclosedUndisclosed50 - 249Dublin, CA
Services provided
User experience company Canvendor is based in Dublin, California and Chennai, India. The team provides UX/UI Design and IT strategy consulting.
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$1,000+$25 - $49 / hr50 - 249
Services provided
Polar Strategy Inc is a midsize Digital Strategy company founded in 2016. Their team focuses on Digital Strategy and IT staff augmentation.
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$1,000+$25 - $49 / hr50 - 249
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Xloop digital is an IT strategy consulting company. The firm is headquartered in Karachi, Pakistan. Their team specializes in IT strategy consulting and cloud consulting & SI.
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UndisclosedUndisclosed50 - 249
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Levicton is a cloud consulting & SI company. Launched in 2023, the team provides cloud consulting & SI and Custom Software Development. The firm is based in Torino, Italy.
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$5,000+$25 - $49 / hr50 - 249
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Iworld Afric is an IT staff augmentation company based in Nairobi, Kenya. They specialize in IT staff augmentation and Custom Software Development and were established in 2015.
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$10,000+$25 - $49 / hr50 - 249Cairo, Egypt
Services provided
Iono Technology is a software development company founded in 2023. Their services include Custom Software Development and Web Development.
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UndisclosedUndisclosed50 - 249
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Skyline Live Support is a branding firm launched in 2017. The team specializes in Branding and Marketing Strategy and is based in Caloocan, Philippines.
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UndisclosedUndisclosed50 - 249Lisboa, Portugal
Services provided
GRiT Solutions is an user experience company. Headquartered in Lisboa, Portugal, their team specializes in UX/UI Design and Web Development.
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Undisclosed< $25 / hrFreelancerNavi Mumbai, India
Services provided
Launched in 2025, The Brandops is a branding agency. The team focuses on Branding and Web Design.
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$5,000+< $25 / hrFreelancer
Services provided
Thecodeloop is an AI company. The Karachi, Pakistan-based company was established in 2023. Their team specializes in Artificial Intelligence and AI Consulting.
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$1,000+$300+ / hr50 - 249Cheney, WA
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The Insights Desk is a Business Consulting company. They are located in Cheney, Washington and have midsize team of experts. Their services include Business Consulting and Artificial Intelligence.
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$1,000+$100 - $149 / hrFreelancerDetroit, MI
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Marketing Strategy company Five-Talent Strategy was founded in 2025. The firm offers Marketing Strategy and Content Marketing, and is small.
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$5,000+$25 - $49 / hr50 - 249Kinshasa, Congo (the Democratic Republic of the)
Services provided
Kadea Software is a custom software development firm. They provide Custom Software Development and Web Development and were established in 2018.
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$1,000+$25 - $49 / hr50 - 249Lahore, Pakistan
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Zero Tech is an Email Marketing company established in 2017. The agency specializes in Email Marketing and Web Design, and is midsize.
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$5,000+$25 - $49 / hr50 - 249Egkomi Lefkosias, Cyprus
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MAADS is a Marketing Strategy company launched in 2017. The team focuses on Marketing Strategy and Social Media Marketing.
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Undisclosed$25 - $49 / hr50 - 249
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Pirotan is a midsize IT staff augmentation company in Ahmedabad, India. The team focuses on IT staff augmentation and Custom Software Development.
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UndisclosedUndisclosed50 - 249Noida, India
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IT strategy consulting company SaasWorx Consulting was founded in 2021. The midsize team specializes in IT strategy consulting and cloud consulting & SI.
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$5,000+$100 - $149 / hrFreelancerSheridan, WY
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AI development company NextBuild is in Sheridan, Wyoming. Established in 2024, the team provides Artificial Intelligence and Custom Software Development.
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$75,000+$150 - $199 / hr50 - 249Shen Zhen Shi, China
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Launched in 2015, GeekDance is a midsize Shen Zhen Shi, China-based software development firm. Their team provides Custom Software Development and Mobile App Development.
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$1,000+$25 - $49 / hr50 - 249Lahore, Pakistan
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Discover Software is a midsize custom software development company launched in 2019. Their team specializes in Custom Software Development and Mobile App Development.
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$25,000+$25 - $49 / hr50 - 249Tuzla Grad, Bosnia and Herzegovina
Services provided
Salt Square is a midsize software development company located in Tuzla Grad, Bosnia and Herzegovina. Their services include Custom Software Development and Mobile App Development.
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$1,000+$150 - $199 / hrFreelancer
Services provided
Founded in 2006, Petruskevich.com is a website development company. The team specializes in Web Development and AI Consulting and is headquartered in Harish, Israel.
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$25,000+$200 - $300 / hrFreelancerOchojno, Poland
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ROCYBER SOLUTIONS SP ZOO is a Cybersecurity company launched in 2025. The team offers Cybersecurity and AI Consulting and is based in Ochojno, Poland.
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$5,000+< $25 / hr50 - 249
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App Studios is a software development company launched in 2021. The team focuses on Custom Software Development and Web Development.
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$1,000+$50 - $99 / hr50 - 249
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Accede LLC is a midsize Edison, New Jersey-based Staffing company. The team specializes in Staffing and Artificial Intelligence.
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$100,000+$100 - $149 / hr50 - 249Hyderabad, India
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Stradux Technologies, a software development firm, was founded in 2025. The team focuses on Custom Software Development and Web Development and is located in Hyderabad, India.
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$25,000+$150 - $199 / hr50 - 249Genève, Switzerland
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Business intelligence company MDW (My Data Works) was launched in 2020. The agency offers BI & big data consulting & SI and cloud consulting & SI, and is midsize.
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Undisclosed$300+ / hrFreelancer
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Founded in 2025, Actional Counsel, a small Generative AI company, is headquartered in Rockledge, Florida. Their team offers Generative AI and Intellectual Property Law.
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$10,000+$25 - $49 / hr50 - 249
Services provided
Mobile app development company EdroxCode Infotech was launched in 2019. The firm provides Mobile App Development and Custom Software Development.
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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 -
$10,000+$100 - $149 / hr10 - 49Los Angeles, CA
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
55% AI Development45% 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+$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 -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
39.1/40.019.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% 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
Latest Artificial Intelligence Articles
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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.