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 86 projectsSimform is a software development company specializing in custom software solutions, mobile app development, and system integrations. Reviews highlight their strong communication, technical expertise, and responsiveness, with 90% of feedback being positive. Clients appreciate their dedication to understanding long-term goals, resulting in sustainable solutions. A recurring theme (noted by 70% of reviewers) is their ability to seamlessly integrate with in-house teams and deliver on time.
$50,000+$100 - $149 / hr10 - 49Vancouver, CanadaServices provided
See all 7 projectsWizard Labs is a technology consultancy specializing in AI and machine learning solutions. The overall feedback from their reviews is overwhelmingly positive, with 100% of clients praising their project management and technical expertise. Approximately 90% of reviewers highlight the professionalism and depth of knowledge demonstrated by Maz, the founder, in guiding projects efficiently. Clients appreciate their capacity to deliver high-quality, scalable products on time and within budget, with no significant areas for improvement noted.
$75,000+$100 - $149 / hr50 - 249New York, NYServices provided
See all 70 projectsBlueLabel is a versatile technology consultancy known for its expertise in AI development, app design, and workflow automation. Across their reviews, clients consistently praise their agility, strategic clarity, and technical execution. BlueLabel's responsiveness and ability to integrate with existing systems are commended by 100% of reviewers, while 60% highlight their exceptional project management. Their commitment to delivering results on time and their ability to align with client cultures and values are frequently noted. Overall, BlueLabel maintains high client satisfaction, with no significant areas for improvement reported.
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UndisclosedUndisclosed2 - 9
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Agenxus is an AI Agents company. They are based in Naperville, Illinois and have small team of experts. Their services include AI Agents and Artificial Intelligence.
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$1,000+$50 - $99 / hr2 - 9Parker, CO
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Generative AI company Mythos Creative Studios focuses on Generative AI and Video Production. They were founded in 2025.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249San Francisco, CAServices provided
See all 26 projectsAzumo is a software development company with a strong emphasis on customized solutions, cloud migration, and resource augmentation. Across the reviews, 100% of the feedback is positive, highlighting their flexibility, excellent project management, and ability to meet deadlines. Approximately 70% of reviewers specifically mention Azumo's cultural fit and alignment with company values, emphasizing their collaborative approach and commitment to client success.
$10,000+$50 - $99 / hr250 - 999Austin, TXServices provided
See all 61 projectsQubika is a versatile technology services company specializing in mobile app development, data engineering, and product design solutions. Overall feedback is overwhelmingly positive, with 100% of reviews highlighting their professionalism, timely delivery, and high-quality work. Clients frequently praise Qubika's adaptability, communication, and the ability to quickly provide skilled talent, making them a preferred partner across various technology-driven projects.
$10,000+$150 - $199 / hr10 - 49Webster Groves, MOServices provided
See all 23 projectsSketch Development is a versatile software development company providing comprehensive services such as UX/UI design, Agile coaching, and custom software solutions across various sectors. Reviews indicate overwhelmingly positive feedback, with 100% of clients appreciating their project management, responsiveness, and alignment with company culture. A notable 70% of reviewers highlight their impressive ability to adapt and deliver tailored solutions efficiently.
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$1,000+< $25 / hr2 - 9
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Devsurf.co is an artificial intelligence company. The Ahmedabad, India-based agency was established in 2019. Their team focuses on Artificial Intelligence and AI Consulting.
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$5,000+$25 - $49 / hr2 - 9
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Headquartered in Lahore, Pakistan, Tenxor AI is a web development firm. They focus on Web Development and Artificial Intelligence and were established in 2025.
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UndisclosedUndisclosed2 - 9
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Software development company Ispeck Digital Solutions Pvt. Ltd. Was launched in 2021. The agency specializes in Custom Software Development and Mobile App Development, and is small.
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$1,000+< $25 / hr2 - 9Islamabad, Pakistan
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MASK AI, an AI company, was established in 2025. The small team focuses on Artificial Intelligence and AI Agents.
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Undisclosed$25 - $49 / hr2 - 9
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Headquartered in Floridablanca, Colombia, Hexfy is an artificial intelligence development company. They specialize in Artificial Intelligence and AI Consulting and were launched in 2025.
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Featured
What are Featured Providers?
$25,000+$50 - $99 / hr10 - 49Lisboa, PortugalServices provided
See all 28 projectsAltar.io is a software development company specializing in creating MVPs and custom solutions for startups across various industries. Reviews consistently highlight their exceptional project management and responsiveness, with 100% of reviewers praising their proactive communication and unique approach to collaboration. Clients commend Altar.io for their innovative thinking and dedication, with over 90% noting their ability to align projects with business goals.
$10,000+$50 - $99 / hr50 - 249Rīga, LatviaServices provided
See all 35 projectsSnotor is a versatile development company specializing in software and mobile app development, AI solutions, and technical audits. Their reviews on Clutch.co are overwhelmingly positive, with consistent praise for their technical expertise, communication, and project management. Approximately 100% of the reviews commend Snotor's responsiveness and reliability, emphasizing their collaborative approach and commitment to project success.
$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.
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$10,000+$100 - $149 / hr2 - 9
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Founded in 2025, E-COMPLAI, a small Generative AI company, is headquartered in Abcoude, Netherlands. Their team specializes in Generative AI and Artificial Intelligence.
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$1,000+$150 - $199 / hr2 - 9
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Launched in 2025, Product In Your Pocket is an AI Consulting company. The team specializes in AI Consulting and Artificial Intelligence.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
See all 28 projectsPhaedra Solutions, a software development firm, is highly regarded for delivering end-to-end web and mobile app solutions, UI/UX design, and AI integrations. The company is praised for its professionalism, timely project delivery, and strong communication skills, with 100% of reviews highlighting their reliability and dedication. Clients consistently commend their project management capabilities and responsiveness, although there were minor suggestions for improving internet connectivity during meetings. Overall, 90% of the reviews express satisfaction with Phaedra Solutions' services.
$10,000+$25 - $49 / hr50 - 249Lucknow, IndiaServices provided
See all 37 projectsKraftors Web Solutions Private Limited is a versatile software development company providing a wide range of services, including web and app development, AI solutions, and analytics platforms. Based on client reviews, the company delivers projects on time and demonstrates strong project management skills. Impressively, 100% of reviewers highlighted their ability to understand complex client needs and align their solutions accordingly, resulting in enhanced user engagement and operational efficiency.
$25,000+$50 - $99 / hr50 - 249Fornebu, NorwayServices provided
See all 15 projectsLANARS is a versatile technology solutions company specializing in mobile app development, software development, and web services. The overall feedback from their clients on Clutch.co is overwhelmingly positive, with approximately 95% of reviewers appreciating their project management skills, technical expertise, and commitment to deadlines. Notably, 80% of reviews highlight their flexibility and reliable communication, making them a preferred partner for complex projects across various industries.
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UndisclosedUndisclosed2 - 9
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Tomorrow ate Today is an artificial intelligence firm headquartered in Dallas, Texas. They offer Artificial Intelligence and Generative AI.
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UndisclosedUndisclosed2 - 9Villasanta, Italy
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P3Consulting is a Cybersecurity company. The Villasanta, Italy-based agency was founded in 2026. Their services include Cybersecurity and AI Consulting.
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Featured
What are Featured Providers?
$25,000+$25 - $49 / hr50 - 249L'viv, UkraineServices provided
See all 59 projectsLeobit is a software development company specializing in AI and mobile application solutions, catering to diverse industry needs such as FinTech, IoT, and digital marketing. Reviews consistently praise their technical expertise, strategic partnership approach, and on-time delivery, with 100% of feedback highlighting their reliability and effective communication. Leobit’s ability to adapt to changing requirements and offer innovative solutions is universally recognized by their clients.
$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 applications, AI integration, and UX/UI design. Across numerous reviews, clients consistently praise their ability to deliver projects on time, align with company values, and provide excellent project management and communication. Notably, 100% of reviewers mention TechnoYuga's commitment to exceeding expectations and enhancing user experience, making them a reliable choice for complex tech solutions.
$10,000+$50 - $99 / hr50 - 249Denver, COServices provided
See all 96 projectsJPLoft is a versatile and dynamic app and web development company, known for its high ratings and effective project management. Across its reviews, 100% of clients highlight the company's ability to meet deadlines and deliver high-quality, innovative solutions. Clients commend JPLoft for its proactive communication, creative problem-solving, and partnership-oriented approach. Overall, JPLoft shows consistent excellence in transforming client visions into functional, user-friendly platforms.
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$5,000+$150 - $199 / hr2 - 9תל אביב-יפו, Israel
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Automazioz and ai agents ltd is a small תל אביב-יפו, Israel-based AI Consulting company. The team provides AI Consulting and AI Agents.
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$1,000+$25 - $49 / hr2 - 9
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Established in 2026, GrowTK is an AI Agents company. Their services include AI Agents and Artificial Intelligence.
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$1,000+$25 - $49 / hr2 - 9Lahore, Pakistan
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ZELQAR, an artificial intelligence development company, is based in Lahore, Pakistan. Their services include Artificial Intelligence and AI Agents.
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UndisclosedUndisclosed2 - 9
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AI company Dqodify Private Limited was launched in 2024. The team focuses on Artificial Intelligence and Mobile App Development and is based in Greater Noida, India.
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$5,000+Undisclosed2 - 9Dreieich, Germany
Services provided
Launched in 2024, adimpact AI Development & Automation Agency is a small Dreieich, Germany-based AI company. Their services include Artificial Intelligence and Generative AI.
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$5,000+$25 - $49 / hr2 - 9Bogor, Indonesia
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AI company RYC is in Bogor, Indonesia. The team offers Artificial Intelligence and Web Development.
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$1,000+$25 - $49 / hr2 - 9
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AI development company Ahmasoft was established in 2023. Located in Lahore, Pakistan, the team focuses on Artificial Intelligence and AI Agents.
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$5,000+$50 - $99 / hr2 - 9Madrid, Spain
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In Madrid, Spain, Joinble is an AI Consulting company. They provide AI Consulting and AI Agents and were established in 2026.
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$1,000+$25 - $49 / hr2 - 9
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Benai is a custom software development company. Established in 2026, the agency specializes in Custom Software Development and Artificial Intelligence.
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$1,000+$100 - $149 / hr2 - 9Chestermere, Canada
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Duo Creative Labs, a small web design agency, is headquartered in Chestermere, Canada. Their services include Web Design and AI Consulting.
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$10,000+$100 - $149 / hr2 - 9Castelldefels, Spain
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In Castelldefels, Spain, objekts is a video production agency. Their services include Video Production and Generative AI.
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$1,000+$100 - $149 / hr2 - 9München, Germany
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Coompanion is an AI Consulting company. The München, Germany-based team provides AI Consulting and AI Agents.
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$1,000+$100 - $149 / hr2 - 9Dallas, TX
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AI company LuminaPath.ai is located in Dallas, Texas. They specialize in Artificial Intelligence and Custom Software Development and were founded in 2025.
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$1,000+$100 - $149 / hr2 - 9Ivry-sur-Seine, France
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33 Lab is an artificial intelligence company founded in 2026. Headquartered in Ivry-sur-Seine, France, the team focuses on Artificial Intelligence and AI Consulting.
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$1,000+$50 - $99 / hr2 - 9St. Petersburg, FL
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Voreli AI, an artificial intelligence company, was launched in 2025. The team provides Artificial Intelligence and AI Agents.
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$1,000+$50 - $99 / hr2 - 9
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AI Agents company Aven-AI is headquartered in Abu Dhabi, United Arab Emirates. Their services include AI Agents and Generative AI.
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$1,000+$25 - $49 / hr2 - 9
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Nexgrow is a small AI Consulting company. Launched in 2025, the team provides AI Consulting and Artificial Intelligence.
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$1,000+$25 - $49 / hr2 - 9
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Wizard AI is a Business Consulting company. They are based in Mexico City, Mexico and have small team. They offer Business Consulting and AI Consulting.
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$5,000+$50 - $99 / hr2 - 9Ghakhar, Pakistan
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Established in 2023, bitBrain is a small artificial intelligence company. Their team offers Artificial Intelligence and AI Agents.
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$1,000+$100 - $149 / hr2 - 9Montréal, Canada
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In Montréal, Canada, Apex Architects is a small website development firm. The team provides Web Development and Artificial Intelligence.
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$1,000+$50 - $99 / hr2 - 9
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Nick Automations is an AI firm. Launched in 2026, the company offers Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9
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SwiftCall, an AI company, was founded in 2025. The team focuses on Artificial Intelligence and AI Consulting and is in Naperville, Illinois.
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$1,000+$100 - $149 / hr2 - 9Knoxville, TN
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Sentinel Edge is an AI Consulting company. Their small team is in Knoxville, Tennessee. Their services include AI Consulting and Generative AI.
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$5,000+$100 - $149 / hr2 - 9Queens, NY
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Digital Kitchen is an artificial intelligence development company headquartered in Queens, New York. They offer Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9
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In2line is an AI Consulting company. Headquartered in Bristol, England, the team provides AI Consulting and Digital Engineering.
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$1,000+$100 - $149 / hr2 - 9
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MerchandisePROS is an AI Consulting company in Houston, Texas. The team offers AI Consulting and Digital Strategy.
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$5,000+$100 - $149 / hr2 - 9
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AIFAIS B.V. Is an AI Consulting company. The firm is in Waddinxveen, Netherlands. Their team specializes in AI Consulting and Custom Software Development.
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$1,000+$25 - $49 / hr2 - 9Kalamata, Greece
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Qubicmind P.C., an API Development company, is in Kalamata, Greece. They provide API Development and Artificial Intelligence.
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$1,000+$25 - $49 / hr2 - 9Karachi, Pakistan
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Artificial intelligence development company Yveloxy was founded in 2025. The team offers Artificial Intelligence and Generative AI and is headquartered in Karachi, Pakistan.
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$25,000+$50 - $99 / hr2 - 9
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Launched in 2025, Hyvark, a small software development firm, is headquartered in Doha, Qatar. Their services include Custom Software Development and Artificial Intelligence.
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$1,000+$25 - $49 / hr2 - 9Cape Town, South Africa
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Asande Online, a software development company, was launched in 2014. The small team focuses on Custom Software Development and AI Agents.
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$1,000+$100 - $149 / hr2 - 9
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AI Genie Solutions LLC, an AI Consulting company, specialize in AI Consulting and Generative AI. They were established in 2026.
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$10,000+$200 - $300 / hr2 - 9Nottingham, England
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Code & Clause Legal, an artificial intelligence company, was founded in 2023. They provides Artificial Intelligence and AI Consulting.
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$5,000+$50 - $99 / hr2 - 9Saddle Brook, NJ
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Kodensoft LLC is a small Saddle Brook, New Jersey-based artificial intelligence company. Their services include Artificial Intelligence and AI Agents.
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$1,000+$25 - $49 / hr2 - 9Santiago de Compostela, Spain
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Mindloopia is an artificial intelligence company founded in 2025. Their services include Artificial Intelligence and Robotics Process Automation.
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$5,000+$25 - $49 / hr2 - 9
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Eiajus is an AI firm. Based in Vilnius, Lithuania, the company was founded in 2017. Their team focuses on Artificial Intelligence and AI Agents.
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$1,000+$25 - $49 / hr2 - 9
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PathOr is a mobile app development firm. The team provides Mobile App Development and Artificial Intelligence, and the company is located in Gaya, India.
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$5,000+$50 - $99 / hr2 - 9
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Wikolabs is a small AI Agents company founded in 2026. Their team specializes in AI Agents and Artificial Intelligence.
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$1,000+$100 - $149 / hr2 - 9
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Hey Eye LLC is a small Generative AI company based in Miami Beach, Florida. Their services include Generative AI and Advertising.
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List of the Best Artificial Intelligence Companies
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$25,000+$50 - $99 / hr50 - 249Poznań, Poland
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
50% AI Development50% Other -
$50,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+< $25 / hr250 - 999Gurugram, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
55% AI Development45% Other -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$10,000+$50 - $99 / hr10 - 49Lewes, DE
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
80% AI Development20% Other -
$75,000+Undisclosed250 - 999Charlotte, NC
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
35% AI Development65% Other -
$10,000+$25 - $49 / hr50 - 249Jaipur, India
Ability to deliver
39.3/40.019.8/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
50% AI Development50% 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
60% AI Development40% Other -
$10,000+$25 - $49 / hr250 - 999Reston, VA
Ability to deliver
39.1/40.019.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
60% AI Development40% Other -
$50,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
39/40.019.2/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
80% AI Development20% Other -
$100,000+$50 - $99 / hr250 - 999Cluj-Napoca, Romania
Ability to deliver
39/40.019.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
65% AI Development35% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.9/40.019/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development30% 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 / hr250 - 999Ahmedabad, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% 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 -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
38.8/40.019.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
80% AI Development20% Other -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
38.6/40.019.2/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
35% AI Development65% 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+$25 - $49 / hr50 - 249Buenos Aires, Argentina
Ability to deliver
39.4/40.020/20 Reviews9.8/10 Clients & Experience9.6/10 Market PresenceService focus
45% AI Development55% Other -
$10,000+$25 - $49 / hr50 - 249San Francisco, CA
Ability to deliver
38.1/40.018.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
65% AI Development35% Other -
$5,000+$50 - $99 / hr10 - 49San Diego, CA
Ability to deliver
38.1/40.019.2/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% AI Development30% Other -
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FL
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
20% AI Development80% Other -
$50,000+$50 - $99 / hr1,000 - 9,999New York, NY
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
20% AI Development80% Other -
$10,000+$50 - $99 / hr50 - 249Manchester, England
Ability to deliver
37.8/40.018/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
80% AI Development20% 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 -
$25,000+$50 - $99 / hr250 - 999Wrocław, Poland
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$25,000+$25 - $49 / hr250 - 999Dallas, TX
Ability to deliver
37.6/40.019.2/20 Reviews10/10 Clients & Experience8.4/10 Market PresenceService focus
50% AI Development50% Other -
$5,000+$25 - $49 / hr50 - 249
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
40% AI Development60% Other -
$5,000+$50 - $99 / hr250 - 999McKinney, TX
Ability to deliver
37.6/40.017.6/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
80% AI Development20% Other -
$50,000+$50 - $99 / hr250 - 999London, England
Ability to deliver
37.5/40.018.2/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
50% AI Development50% 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 based on a proprietary methodology. The top artificial intelligence companies for 2026 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.