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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UndisclosedUndisclosed50 - 249Barcelona, Spain
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Aquiles Solutions is an AI Consulting company founded in 2014. The team specializes in AI Consulting and Artificial Intelligence and is located in Barcelona, Spain and Zaragoza, Spain.
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UndisclosedUndisclosed50 - 249London, England
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DSP is a London, England-based cloud consulting & SI company. The team offers cloud consulting & SI and Artificial Intelligence.
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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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UndisclosedUndisclosed50 - 249
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Aitheon is a custom software development company. Established in 2017, their team focuses on Custom Software Development and Artificial Intelligence.
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UndisclosedUndisclosed250 - 999
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BICODEV is a Las Vegas, Nevada-based custom software development firm. Their services include Custom Software Development and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9
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Remix Institute is a small Las Vegas, Nevada-based artificial intelligence firm. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10 - 49Piacenza, Italy
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AI Consulting is an AI Consulting company. Headquartered in Piacenza, Italy, their team specializes in AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9
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Keen AI, an AI development company, is in Birmingham, Alabama. Founded in 2018, the team focuses on Artificial Intelligence and AI Consulting.
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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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UndisclosedUndisclosed10 - 49Huntsville, AL
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Zaden Technologies, an user experience design company, was established in 2019. They focuses on UX/UI Design and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9
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Headquartered in Bozeman, Montana, snoDEV is an artificial intelligence development company. Founded 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 - 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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UndisclosedUndisclosed1,000 - 9,999Berkeley Heights, NJ
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Axtria - Ingenious Insights, a business intelligence company, specialize in BI & big data consulting & SI and cloud consulting & SI. They were established in 2010.
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UndisclosedUndisclosed1,000 - 9,999Ridgefield Park, NJ
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In Ridgefield Park, New Jersey, Innodata Inc. Is an AI company. Their services include Artificial Intelligence 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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UndisclosedUndisclosed2 - 9Hyderabad, India
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Founded in 2018, BotShark, a small artificial intelligence development company, is in Huntsville, Alabama and Hyderabad, India. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Spanish Fort, AL
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AI company MARCentre focuses on Artificial Intelligence and AI Consulting. They were founded in 2015.
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UndisclosedUndisclosed2 - 9Auburn, AL
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The Alabama Artificial Center of Excellence (AAICE), a small AI company, is based in Auburn, Alabama. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Huntsville, AL
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Davidson Technologies Inc. Is an AI development company. The Huntsville, Alabama-based firm provides Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Tuscaloosa, AL
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In Tuscaloosa, Alabama and Starkville, Mississippi, Camgian is a midsize artificial intelligence firm. Their services include Artificial Intelligence and IoT development.
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UndisclosedUndisclosed2 - 9Huntsville, AL
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Aevum, Inc. Is an AI Consulting company. Their team is headquartered in Huntsville, Alabama and focuses on AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Huntsville, AL
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Bevilacqua Research Corporation is a midsize artificial intelligence firm headquartered in Huntsville, Alabama. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10 - 49Huntsville, AL
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Headquartered in Huntsville, Alabama, 1st Edge is a small AI Consulting company. Their services include AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed10 - 49Huntsville, AL
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Arcarithm, a small AI development company, is in Huntsville, Alabama. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249
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AI REV, a midsize AI Consulting company, is in New York City, New York. Their services include AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249New York, NY
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Launched in 2018, Optimal Dynamics is an AI firm. Located in New York, New York, the team focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9
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Lil Data Monster is a small AI firm launched in 2020. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Seseña, Spain
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Binomial Consulting & Design , an artificial intelligence company, is based in Seseña, Spain. The team specializes in Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Newtown, PA
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NURBS Labs LLC is an artificial intelligence firm. They are based in Newtown, Pennsylvania and Mangalore, India. Their team specializes in Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9
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Sprinter Consulting, LLC is an AI Consulting company. They are headquartered in Brentwood, Tennessee and Houston, Texas and have small team. They offer AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249London, England
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Launched in 2021, Mesh-AI is a midsize London, England-based artificial intelligence development company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9
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AI development company FTL Innovations was founded in 2016. The team offers Artificial Intelligence and AI Consulting and is located in Draper, Utah.
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UndisclosedUndisclosed2 - 9Laguna Beach, CA
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Small AI firm AI Lab Consulting, is based in Laguna Beach, California. The team provides Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9San Francisco, CA
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AI company Ai Engine is based in San Francisco, California. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Palo Alto, CA
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AI TECHS, a small artificial intelligence company, is headquartered in Palo Alto, California. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Mountain View, CA
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In Mountain View, California, Mindscale is an AI development company. The team offers Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Mountain View, CA
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Riiid, an artificial intelligence company, was founded in 2014. The team specializes in Artificial Intelligence and AI Consulting and is based in Mountain View, California.
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UndisclosedUndisclosed50 - 249San Mateo, CA
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Stottler Henke Associates is an AI company. They were established in 1988, and their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10 - 49Santa Clara, CA
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Enterprise AI Company (Ent.AI) is a small Santa Clara, California-based AI company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Saratoga, CA
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Digamma.ai is an AI company. The team is in Saratoga, California, and their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10 - 49Cupertino, CA
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QuantFarm is an AI firm founded in 2014. The small team offers Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249San Francisco, CA
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ZestyAI is a midsize AI Consulting company. Founded in 2015, the team offers AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Palo Alto, CA
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Established in 2011, Got It AI is an AI development company. The midsize team specializes in Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Seattle, WA
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Adaptive Insight LLC is an artificial intelligence company. They were established in 2009, and their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Cupertino, CA
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NimbleWork is an AI Consulting company based in Cupertino, California and Mumbai, India. They provide AI Consulting and Artificial Intelligence and were founded in 2002.
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UndisclosedUndisclosedFreelancerSeattle, WA
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Many Doors is an AI development company. Founded in 2009, the firm is in Seattle, Washington. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249
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Macula is a cloud consulting & SI company. Their midsize team is located in Sheridan, Wyoming and focuses on cloud consulting & SI and Artificial Intelligence. The agency was founded in 2021.
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UndisclosedUndisclosed2 - 9
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Auroris AI, an AI firm, provides Artificial Intelligence and AI Consulting. The company is in San Jose, California.
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UndisclosedUndisclosed1,000 - 9,999Hamburg, Germany
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Headquartered in Hamburg, Germany, Fast Lane Institute for Knowledge Transfer GmbH is a cloud consulting & SI company. They provide cloud consulting & SI and Cybersecurity.
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UndisclosedUndisclosed10 - 49Stamford, CT
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Noteworthy AI, an AI Consulting company, was founded in 2020. The team offers AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed10 - 49Guilford, CT
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InveniAI is an artificial intelligence development company. They are based in Guilford, Connecticut, and their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Trumbull, CT
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AI Consulting company Foyer.ai is headquartered in Trumbull, Connecticut. Their services include AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Norwalk, CT
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OneOrigin is an AR/VR development company. They are headquartered in Norwalk, Connecticut and Bengaluru, India. Their team offers AR/VR development and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9North Haven, CT
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AI Consulting company HROnTips was founded in 2009. The team offers AI Consulting and Artificial Intelligence and is headquartered in North Haven, Connecticut and Noida, India.
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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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AI increases speed and output, but many businesses overlook the amount of rework it creates. The data show that the burden falls mostly on managers and...
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.