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 / hr10 - 49
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In Port Maitland, Canada, Novabyte Solutions is a small AI development company. The team offers Artificial Intelligence and Custom Software Development.
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$10,000+$50 - $99 / hr10 - 49
Services provided
DFRNC is a Kyiv, Ukraine-based web development firm. They specialize in Web Development and Product Design.
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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 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.
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$25,000+Undisclosed10 - 49
Services provided
AI Consulting company SOLVD.cloud is based in Lehi, Utah. The team provides AI Consulting and cloud consulting & SI.
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$5,000+$50 - $99 / hr10 - 49L'Aquila, Italy
Services provided
Founded in 2006, Emmeatech is a software development firm. The team specializes in Custom Software Development and Artificial Intelligence.
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$5,000+< $25 / hr10 - 49
Services provided
Headquartered in New Delhi, India, Microcosmworks LLP is an IT strategy consulting company. Their services include IT strategy consulting and Artificial Intelligence.
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$5,000+$200 - $300 / hr10 - 49Melbourne, Australia
Services provided
Playtime Solutions is an IT strategy consulting company headquartered in Melbourne, Australia. Established in 2015, the team provides IT strategy consulting and Custom Software Development.
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$1,000+< $25 / hr10 - 49Norcross, GA
Services provided
Launched in 1976, Annotera is a small Data Annotation Services company located in Norcross, Georgia. Their team focuses on Data Annotation Services and Generative AI.
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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.
$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.
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$10,000+$25 - $49 / hr10 - 49Hyderabad, India
Services provided
Hyprcom Technologies Private Limited is a software development company. Based in Hyderabad, India, the team provides Custom Software Development and Mobile App Development.
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$10,000+$25 - $49 / hr10 - 49Paris, France
Services provided
IAC.ai is an IT staff augmentation company launched in 2021. Based in Paris, France, the team specializes in IT staff augmentation and IT strategy consulting.
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Featured
What are Featured Providers?
$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.
$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.
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UndisclosedUndisclosed10 - 49İstanbul, Türkiye
Services provided
Cloud consulting & SI company Synchron Bilişim was launched in 2009. The team offers cloud consulting & SI and IT managed services and is located in İstanbul, Türkiye and Kyiv, Ukraine.
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$100,000+< $25 / hr10 - 49
Services provided
Launched in 2020, GiniLytics IT Solutions Pvt. Ltd. Is an application development firm. Their team specializes in Mobile App Development and API Development.
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Featured
What are Featured Providers?
$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.
$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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$1,000+$200 - $300 / hr10 - 49
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Social media marketing company Wordsmithery was established in 2013. The team focuses on Social Media Marketing and Generative AI and is located in Singapore, Singapore.
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$1,000+$25 - $49 / hr10 - 49
Services provided
Headquartered in Lahore, Pakistan, Astute Solution is a CRM consulting and SI company. They specialize in CRM consulting and SI and Artificial Intelligence.
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$5,000+$100 - $149 / hr10 - 49Québec, Canada
Services provided
The Web is Mine, a CRM consulting and SI company, specializes in CRM consulting and SI and Web Development. The firm is in Québec, Canada.
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$1,000+$25 - $49 / hr2 - 9Pretoria, South Africa
Services provided
SKYTEK BUSINESS CONSULTING (Pty) Ltd is a Compliance Consulting company. They were established in 2018 and specialize in Compliance Consulting and AI Consulting.
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$5,000+< $25 / hr10 - 49
Services provided
See all 1 projectsBeyond Websites, We Build Intelligent, Scalable Web Platforms ✨Our Mental health EHR supports over 2,000 patients per month, and we have been continuously providing full-time support for the past
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$25,000+$150 - $199 / hr10 - 49Vancouver, Canada
Services provided
Invoke is a custom software development company. The Vancouver, Canada-based firm focuses on Custom Software Development and UX/UI Design.
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$10,000+$100 - $149 / hr10 - 49San Francisco, CA
Services provided
IT strategy consulting company Silicon Valley Software Group was launched in 2013. The firm specializes in IT strategy consulting and Artificial Intelligence.
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$1,000+$100 - $149 / hr10 - 49Diemen, Netherlands
Services provided
Yacht Solutions is a small CRM consulting and SI company launched in 2021. Their services include CRM consulting and SI and Artificial Intelligence.
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$1,000+$150 - $199 / hr2 - 9
Services provided
Established in 2020, J Paris Media, LLC is a small Sheridan, Wyoming-based branding company. Their team offers Branding and Marketing Strategy.
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$1,000+< $25 / hrFreelancerAhmedabad, India
Services provided
Eulerhive is an AI firm. Their small team is in Ahmedabad, India and focuses on Artificial Intelligence and Custom Software Development. The company was founded in 2025.
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$5,000+$25 - $49 / hr10 - 49Chandigarh, India
Services provided
Artificial intelligence company Advantev Solutions Pvt. Limited provides Artificial Intelligence and Blockchain. They are located in Chandigarh, India.
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$1,000+$25 - $49 / hr2 - 9Lahore, Pakistan
Services provided
Computing Future Tech is an e-commerce development firm. The small Lahore, Pakistan-based team provides E-Commerce Development and Custom Software Development. The agency was established in 2023.
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$1,000+$50 - $99 / hr2 - 9
Services provided
Webstudio is a website development company established in 2024. The small team provides Web Development and Web Design.
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$1,000+$100 - $149 / hr2 - 9
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In Marlborough, Massachusetts and Marlborough, Massachusetts, Ajax Business Development is an Advertising company. Their services include Advertising and Marketing Strategy.
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Undisclosed< $25 / hr2 - 9Surat, India
Services provided
App development company Corange Lab is located in Surat, India. They focus on Mobile App Development and Artificial Intelligence.
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$5,000+$100 - $149 / hr2 - 9
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Lumineth is a Genève, Switzerland-based SEO agency. Their services include Search Engine Optimization and Web Design.
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UndisclosedUndisclosed2 - 9
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T-Minus Tech Solutions Private Limited is a custom software development company located in Indore, India. Their services include Custom Software Development and Web Development.
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$1,000+$100 - $149 / hr2 - 9
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MiSiV is a small software development company in Abu Dhabi, United Arab Emirates. Their services include Custom Software Development and Web Development.
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$5,000+$50 - $99 / hr2 - 9
Services provided
Launched in 2023, Chronicle Craft Tehnologies is a cloud consulting & SI company. Their team offers cloud consulting & SI and Cybersecurity.
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$1,000+$25 - $49 / hr2 - 9London, England
Services provided
Branding firm Ridio is based in London, England. They focus on Branding and UX/UI Design.
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$5,000+$25 - $49 / hr2 - 9
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ScarabDev, an user experience design agency, was founded in 2024. The team focuses on UX/UI Design and Web Development.
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Undisclosed$50 - $99 / hr2 - 9Royse City, TX
Services provided
Web design company Quasar Digital was launched in 2025. Headquartered in Royse City, Texas, the team focuses on Web Design and Product Design.
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Undisclosed< $25 / hr10 - 49Indore, India
Services provided
TechFrolic is a cloud consulting & SI company. Their small team is in Indore, India. Their services include cloud consulting & SI and Web Development.
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$1,000+< $25 / hr10 - 49
Services provided
YONEEKA is an Architectural Design company based in Dnipro, Ukraine. Their services include Architectural Design and Graphic Design.
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$10,000+Undisclosed2 - 9Bend, OR
Services provided
Sonder Studio is an user experience company founded in 2019. The agency specializes in UX/UI Design and Web Design, and is small.
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UndisclosedUndisclosedFreelancerColombes, France
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Smart I-Training is a Colombes, France-based Corporate Training & Coaching company. Their services include Corporate Training & Coaching and AI Consulting.
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UndisclosedUndisclosedFreelancer
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Founded in 2026, Invisigent is a small AI Consulting company. Their services include AI Consulting and Generative AI.
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UndisclosedUndisclosed2 - 9Atlanta, GA
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SiteWhere, an IoT development company, is located in Atlanta, Georgia. Launched in 2014, the team focuses on IoT development and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Northampton, England
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Toru Digital, a software development firm, was established in 2008. The team specializes in Custom Software Development and Web Development and is based in Northampton, England.
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$10,000+$100 - $149 / hr2 - 9Lacey Green, England
Services provided
Brandon Cross is a software development firm. They are headquartered in Lacey Green, England, and their services include Custom Software Development and Web Development.
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$25,000+$150 - $199 / hr2 - 9Cleveland, OH
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Archmark is a branding firm based in Cleveland, Ohio. They offer Branding and Marketing Strategy and were launched in 2016.
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UndisclosedUndisclosed2 - 9Hamburg, Germany
Services provided
ReductStore is a cloud consulting & SI company. They focus on cloud consulting & SI and Web Development and are headquartered in Hamburg, Germany.
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$5,000+$25 - $49 / hr2 - 9
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Quarantine Interactive is an AR/VR development company. Located in Buenos Aires, Argentina, the agency was founded in 2009. Their team specializes in AR/VR development and Mobile App Development.
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UndisclosedUndisclosed2 - 9Peristeri, Greece
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Yolt Labs is a software development company. Their team is in Peristeri, Greece and specializes in Custom Software Development and Web Development.
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UndisclosedUndisclosed2 - 9Toronto, Canada
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Algocentric Digital Consultancy is a social media marketing agency. Their small team is based in Toronto, Canada. Their services include Social Media Marketing and Content Marketing.
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$1,000+$25 - $49 / hr2 - 9Las Condes, Chile
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Established in 2019, Seonza is a small PR agency. Their team provides Public Relations and Content Marketing.
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UndisclosedUndisclosed2 - 9
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Green Gorilla Apps is a Digital Strategy company. They are located in Redditch, England and have small team of experts. Their services include Digital Strategy and Cybersecurity.
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UndisclosedUndisclosed2 - 9
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Small CRM consulting and SI company Groenewold IT Solutions GmbH, is in Leer (Ostfriesland), Germany. The team offers CRM consulting and SI and ERP consulting and SI.
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$1,000+$150 - $199 / hr2 - 9
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Excellent Presence is a small St. Petersburg, Florida-based Digital Strategy company. The team specializes in Digital Strategy and Search Engine Optimization.
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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 -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.7/40.018.8/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development30% 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 -
$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 -
$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 -
$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 -
$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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Four years after its launch, ChatGPT is still the most popular AI assistant. A recent Clutch survey of 558 AI users found that 74% rely on it. The general...
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.