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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UndisclosedUndisclosed10 - 49İzmit, Türkiye
Services provided
SayHey Techlabs is a București, Romania-based artificial intelligence firm. They provide Artificial Intelligence and Conversion Optimization and were founded in 2019.
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$5,000+$50 - $99 / hr10 - 49
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ProductizeTech • AI Software Development Agency • GenAI, Computer Vision & NLP is an AI development company. Established in 2020, the team focuses on Artificial Intelligence and AI Consulting.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249San Francisco, CAServices provided
See all 22 projectsAzumo is a versatile software development company specializing in building and enhancing a wide array of applications, including conversational AI, mobile app development, cloud migration, and real-time analytics. Approximately 100% of reviewers highlight Azumo's strong communication, cultural alignment, and timely delivery, with many impressed by their adaptability and technical expertise, which align with client needs and project demands consistently.
$50,000+$100 - $149 / hr10,000+Charlottesville, VAServices provided
See all 25 projectsTELUS Digital is a technology solutions provider specializing in modernizing healthcare billing systems. Their services have significantly improved clients' operational efficiencies, with 85-90% of processes being automated. Reviews highlight TELUS Digital's robust system architecture and security measures, with a notable focus on scalability and adaptability, though they could benefit from adopting more agile methodologies. Overall, their collaborative approach and comprehensive solutions garner positive feedback.
$10,000+$50 - $99 / hr250 - 999Austin, TXServices provided
See all 61 projectsQubika is a versatile software development company specializing in mobile app development, data engineering, and product design. Across their reviews, 100% of clients commend their timely delivery, responsiveness, and high-quality output. Their ability to adapt and integrate seamlessly with client teams is frequently highlighted, with 100% of reviewers noting exceptional professionalism and commitment to client success.
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$25,000+$25 - $49 / hr50 - 249Ha Noi, Vietnam
Services provided
Beework.ai is an other IT consulting and SI and AI company established in 2021. Their team offers other IT consulting and SI and Artificial Intelligence.
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$5,000+Undisclosed50 - 249
Services provided
UberApp tech is a custom software development company and AI development company. They focus on Custom Software Development and Artificial Intelligence and were launched in 2022.
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$10,000+$50 - $99 / hr2 - 9Ljubljana, Slovenia
Services provided
AI development company Valira AI is in Ljubljana, Slovenia. Launched in 2022, the team focuses on Artificial Intelligence and Generative AI.
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$1,000+$25 - $49 / hr10 - 49Singapore, Singapore
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Located in Singapore, Singapore and Lahore, Pakistan, Aletheia-AI is a small AI development company. Their services include Artificial Intelligence and other IT consulting and SI.
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$10,000+$50 - $99 / hr10 - 49
Services provided
Established in 2017, Xybos, a small AI development company, is in Rīga, Latvia. Their team specializes in Artificial Intelligence and Digital Strategy.
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Featured
What are Featured Providers?
$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.
$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.
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$1,000+$50 - $99 / hr2 - 9Porto Sant'Elpidio, Italy
Services provided
Based in Porto Sant'Elpidio, Italy, Homeofarma SRL is an artificial intelligence firm. Their services include Artificial Intelligence and AI Consulting.
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$1,000+Undisclosed10 - 49San Francisco, CA
Services provided
Founded in 2019, OBVms_ is an artificial intelligence company. The team offers Artificial Intelligence and BI & big data consulting & SI and is in San Francisco, California and Mumbai, India.
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Featured
What are Featured Providers?
$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+$25 - $49 / 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.
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$10,000+$50 - $99 / hr2 - 9Austin, TX
Services provided
ChatGPT Plugin Agency is an AI firm. Founded in 2023, the team provides Artificial Intelligence and AI Consulting.
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Undisclosed$25 - $49 / hr10 - 49Greater Noida, India
Services provided
Founded in 2016, Greenbucket Ventures Private Limited is an AI development company. The team provides Artificial Intelligence and AI Consulting.
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Featured
What are Featured Providers?
$10,000+$50 - $99 / hr10 - 49Coventry , EnglandServices provided
See all 20 projectsImobisoft is a versatile technology solutions company specializing in software development, web and app development, and cloud migration services. Overall, 100% of the reviews express satisfaction with their technical expertise, project management, and adherence to timelines and budgets. Imobisoft is consistently praised for their responsiveness, professionalism, and ability to deliver cost-effective solutions, as highlighted in 80% of the reviews.
$25,000+$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 53 projectsLeobit is a software development company specializing in web and mobile applications, custom software, and AI solutions. Reviews on Clutch.co reflect overwhelmingly positive feedback, with nearly 100% of clients highlighting their timely delivery, technical proficiency, and effective communication. Clients frequently commend Leobit's ability to align with project needs and enhance existing strategies, underscoring their technical expertise and proactive project management approach.
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$25,000+$150 - $199 / hr2 - 9
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27AI.com.au is an artificial intelligence company. Their team is located in Melbourne, Australia and tokyo, Japan. The firm specializes in Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9
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ClickBoss AI is a big data company launched in 2023. Their team specializes in BI & big data consulting & SI and Artificial Intelligence.
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$5,000+$25 - $49 / hr10 - 49Gurugram, India
Services provided
Founded in 2023, Baking AI is a small Gurugram, India-based AI company. Their team specializes in Artificial Intelligence and AI Consulting.
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$5,000+$50 - $99 / hr10 - 49
Services provided
No-code SimpleDev is an AI development company. Their small team is based in Anápolis, Brazil. Their services include Artificial Intelligence and Custom Software Development.
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$5,000+Undisclosed2 - 9
Services provided
First Drawn Research is an AI development company launched in 2021. Their team specializes in Artificial Intelligence and Generative AI.
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$5,000+< $25 / hr50 - 249Bengaluru, India
Services provided
Based in Bengaluru, India, Hutech Solutions is an e-commerce development company. The team offers E-Commerce Development and UX/UI Design.
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$1,000+$25 - $49 / hr2 - 9Ivankiv, Ukraine
Services provided
FlashDev AI is an artificial intelligence company launched in 2023. Their services include Artificial Intelligence and AI Consulting.
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$1,000+< $25 / hr250 - 999Bengaluru, India
Services provided
SB Infowaves, an AI firm, is in Bengaluru, India. Founded in 2012, the team specializes in Artificial Intelligence.
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$5,000+$25 - $49 / hr10 - 49Voorburg, Netherlands
Services provided
CloudHub BV is a Generative AI company. Their small team of employees is headquartered in Voorburg, Netherlands. Their team focuses on Generative AI.
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$1,000+$25 - $49 / hr2 - 9Lahore, Pakistan
Services provided
Wolf of Data is a big data analytics company founded in 2019. The team specializes in BI & big data consulting & SI and Artificial Intelligence and is based in Lahore, Pakistan.
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$5,000+$100 - $149 / hr2 - 9
Services provided
FoxClear is a software development company. They focus on Custom Software Development and Artificial Intelligence and were established in 2023. The agency is based in.
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$1,000+Undisclosed2 - 9
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ITSO.ai is an AI company. The Nairobi, Kenya-based agency was established in 2023. Their team offers Artificial Intelligence and AI Consulting.
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$10,000+$50 - $99 / hr50 - 249Louisville, KY
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Shaip is a Data Annotation Services company. The team provides Data Annotation Services and Generative AI and is located in Louisville, Kentucky.
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$1,000+$200 - $300 / hr2 - 9Sydney, Australia
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Launched in 2023, Prompt Engineering Consulting is a Generative AI company. Their team provides Generative AI and Market Research.
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Undisclosed$50 - $99 / hr2 - 9Rosario, Argentina
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Theia Exponential Research is an AI development company founded in 2023. Their team offers Artificial Intelligence and AI Consulting.
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$5,000+$200 - $300 / hr2 - 9
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Augments is an AI Consulting company based in Oak Park, Illinois. Launched in 2022, the team offers AI Consulting and Generative AI.
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$1,000+$50 - $99 / hr10 - 49Ankara, Türkiye
Services provided
RobotEye is a small artificial intelligence development company located in Ankara, Türkiye. The team offers Artificial Intelligence and Data Annotation Services.
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$5,000+$100 - $149 / hr2 - 9
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1001EPOCHS is an AI Consulting company. The small London, England-based team focuses on AI Consulting and Generative AI. The firm was launched in 2022.
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UndisclosedUndisclosed10 - 49Ernakulam, India
Services provided
Founded in 2022, elint AI, a small AI development company, is located in Ernakulam, India. Their team focuses on Artificial Intelligence.
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$25,000+$100 - $149 / hr2 - 9Dubai, United Arab Emirates
Services provided
Atomic AI is an AI Consulting company founded in 2023. Their team offers AI Consulting and Generative AI.
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$1,000+$50 - $99 / hr2 - 9
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AI Engineers Dev, an AI firm, is in Sunnyvale, California. Established in 2020, the team offers Artificial Intelligence and AI Consulting.
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$25,000+$200 - $300 / hr2 - 9Ottawa, Canada
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Launched in 2022, Mindberry AI is a small AI development company. Their team provides Artificial Intelligence and AI Consulting.
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Undisclosed$200 - $300 / hr2 - 9San Diego, CA
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Streamline AI Strategy is an AI Consulting company. They were established in 2023 and specialize in AI Consulting and Generative AI.
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$1,000+$100 - $149 / hr2 - 9
Services provided
Artificial intelligence company integrators.ai is located in Amsterdam, Netherlands. They specialize in Artificial Intelligence and Custom Software Development and were launched in 2022.
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$1,000+$100 - $149 / hr10 - 49
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Brainwire Solutions is an artificial intelligence development company. Their team is in Den Haag, Netherlands. The company offers Artificial Intelligence and AI Consulting.
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$5,000+$25 - $49 / hr10 - 49
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Odlica is an artificial intelligence company headquartered in Giza, Egypt and Middletown, Delaware. The team focuses on Artificial Intelligence and Generative AI.
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$10,000+$100 - $149 / hr2 - 9
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ProximaScale is a Generative AI company launched in 2022. The small team offers Generative AI and Artificial Intelligence.
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$1,000+Undisclosed2 - 9
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Drezolab is an AI company. Based in Chennai, India, their small team focuses on Artificial Intelligence and AI Consulting. The agency was founded in 2023.
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Undisclosed$150 - $199 / hr2 - 9
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Launched in 2023, Model Mole Ltd is an artificial intelligence development company. The small team focuses on Artificial Intelligence and Custom Software Development.
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$1,000+Undisclosed2 - 9
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Artificial intelligence development company Nelos Automation was established in 2023. The team provides Artificial Intelligence and Business Consulting and is based in Remote, Florida.
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UndisclosedUndisclosed2 - 9
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Up4 Lab, an artificial intelligence development company and AI Consulting company, is headquartered in. They offer Artificial Intelligence and AI Consulting.
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$5,000+$300+ / hr10 - 49Gurugram, India
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InteligenAI, an artificial intelligence company, is based in Gurugram, India. They provide Artificial Intelligence and Generative AI.
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$5,000+$100 - $149 / hr50 - 249Ottawa, Canada
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AI Wizards is an artificial intelligence company founded in 2017. The firm specializes in Artificial Intelligence and AI Consulting, and is midsize.
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$10,000+$25 - $49 / hr10 - 49Bengaluru, India
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GLET CARAFE LIMITED is an AI development company launched in 2022. Headquartered in Wilmington, Delaware and Bengaluru, India, the team offers Artificial Intelligence and Custom Software
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UndisclosedUndisclosed2 - 9
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Prompt Privacy is an AI development company. Headquartered in Grand Rapids, Michigan, the team focuses on Artificial Intelligence.
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$75,000+Undisclosed2 - 9Los Angeles, CA
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Nexscient, Inc., an AI company, was founded in 2023. The firm offers Artificial Intelligence and Generative AI.
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$250,000+$200 - $300 / hr10 - 49Riyadh, Saudi Arabia
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Deevo Analytics is an AI Consulting company. They were founded in 2021 and specialize in AI Consulting and Artificial Intelligence.
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$1,000+$25 - $49 / hr2 - 9
Services provided
In New Delhi, India, Asynq is an AI development company. They provide Artificial Intelligence and Generative AI and were established in 2023.
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$5,000+$50 - $99 / hr2 - 9Gouda, Netherlands
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Fastvoid is an AI company. Founded in 2021, the team specializes in Artificial Intelligence and AI Consulting.
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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 -
$5,000+$25 - $49 / hr10 - 49
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
60% AI Development40% Other -
$1,000+$25 - $49 / hr50 - 249Ahmedabad, India
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
70% AI Development30% Other -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
39.3/40.019.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$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 / hr50 - 249Miami, FL
Ability to deliver
38.9/40.019.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% AI Development50% 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
65% AI Development35% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$25 - $49 / hr250 - 999White Plains, NY
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other -
$50,000+$100 - $149 / hr50 - 249Montréal, Canada
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
45% AI Development55% 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 -
$10,000+$50 - $99 / hr50 - 249Toronto, Canada
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
45% AI Development55% Other -
$25,000+$25 - $49 / 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
39.2/40.019.4/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
30% AI Development70% Other -
$5,000+$50 - $99 / hr10 - 49San Diego, CA
Ability to deliver
38.3/40.019.4/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% AI Development30% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
38.1/40.018.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
100% AI Development -
$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 -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
38.7/40.019/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% 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 -
$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
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.