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 82 projectsSimform is a technology services company specializing in mobile app development, web development, and custom software solutions. According to reviews, 100% of clients praise their expert technical knowledge, timely project delivery, and exceptional communication skills. Clients consistently report satisfaction with their professional approach and ability to adapt, often highlighting Simform's effective project management and collaborative problem-solving abilities.
$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 67 projectsBlueLabel is a software development company specializing in AI-driven solutions, mobile app development, and product strategy. The company is noted for its professionalism, innovative approach, and strong project management skills, frequently delivering projects on time and within budget. Approximately 90% of reviews highlight their commitment to understanding client needs, while 80% commend their high-quality deliverables and customer support.
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UndisclosedUndisclosed10 - 49Lagos, Nigeria
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Founded in 2016, Techinnover Analytics Limited is a small Lagos, Nigeria-based custom software development firm. Their team focuses on Custom Software Development and Web Development.
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$1,000+$25 - $49 / hr10 - 49New York, NY
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WIZ X AI is an AI company located in New York, New York. Founded in 2023, the team specializes in Artificial Intelligence and Generative AI.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249San Francisco, CAServices provided
See all 21 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.
$25,000+$50 - $99 / hr1,000 - 9,999New York, NYServices provided
See all 98 projectsVention is a versatile software development company specializing in AI, software development, and staff augmentation. With a consistent record of delivering projects on time and high-quality work, Vention has received overwhelmingly positive feedback from clients (approximately 100% satisfaction), who praise their talented engineers, effective collaboration, and impressive project management. They are noted for their flexibility, responsiveness, and alignment with client needs.
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$250,000+< $25 / hr10,000+Hanoi, Vietnam
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Launched in 2009, AI NEXUS IT Talents, a large software development firm, is in Hanoi, Vietnam and Richardson, Texas. Their services include Custom Software Development and Artificial Intelligence.
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$5,000+$100 - $149 / hr2 - 9Montréal, Canada
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OneNine Innovations is a custom software development company. The Montréal, Canada-based company was launched in 2024. Their team focuses on Custom Software Development and Web Development.
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$1,000+< $25 / hr10 - 49Bedminster, NJ
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Launched in 2019, Indus Valley Technologies is a small Bedminster, New Jersey-based web design company. Their services include Web Design and Custom Software Development.
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$10,000+$150 - $199 / hr1,000 - 9,999Plano, TX
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Improving is a custom software development firm in Plano, Texas and Houston, Texas. They specialize in Custom Software Development and Artificial Intelligence and were launched in 2006.
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UndisclosedUndisclosed10,000+Chicago, IL
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Founded in 1993, Thoughtworks Software Technologies Ltd is a large Chicago, Illinois-based AI company. Their team offers Artificial Intelligence and IT managed services.
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Featured
What are Featured Providers?
$10,000+$50 - $99 / hr250 - 999Austin, TXServices provided
See all 61 projectsQubika is a versatile software development company specializing in mobile app development, data engineering, and product design. Across their reviews, 100% of clients commend their timely delivery, responsiveness, and high-quality output. Their ability to adapt and integrate seamlessly with client teams is frequently highlighted, with 100% of reviewers noting exceptional professionalism and commitment to client success.
$1,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
See all 24 projectsPhaedra Solutions is a versatile software development company specializing in UI/UX design, website development, and mobile app development. Across the reviews, 100% of clients commend their technical expertise and reliability in delivering projects on time. Clients highlight their exceptional communication, constructive problem-solving, and alignment with client values. Some note minor areas for improvement, such as project management efficiency and internet connectivity during meetings, but overall satisfaction is high.
$25,000+$50 - $99 / hr50 - 249Fornebu, NorwayServices provided
See all 14 projectsLANARS is a versatile app and software development company with expertise in mobile and web platforms, backend integration, and IoT solutions. Their reviews emphasize high-quality deliverables, skilled communication, and effective project management. Over 90% of feedback highlights LANARS' commitment to timelines and adaptability, with clients praising their problem-solving capabilities and dedication, even under challenging circumstances like geopolitical issues.
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$1,000+< $25 / hr50 - 249Gurugram, India
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Artificial intelligence development company Global Technology Solutions was launched in 2010. Located in Gurugram, India, the team offers Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Costa Mesa, CA
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Veritone is a Costa Mesa, California-based AI development company. They offer Artificial Intelligence and AI Consulting.
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Featured
What are Featured Providers?
$50,000+$50 - $99 / hr10 - 49Bengaluru, IndiaServices provided
See all 8 projectsKrazimo is a technology development and consultancy firm specializing in advanced AI and Web3 solutions. With a focus on AI-driven projects, such as real-time data integration and scalable SaaS platforms, they deliver high-quality outcomes, praised by clients for their adaptability and effective project management. Review feedback is overwhelmingly positive, with no significant negative remarks, highlighting their technical expertise and customer-centric approach.
$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.
$10,000+$25 - $49 / hr10 - 49Kyiv, UkraineServices provided
See all 38 projectsTallium Inc. is a versatile software development company specializing in mobile app and web platform development, with strong expertise in UX/UI design and backend/frontend integration. Overall, 100% of the reviews reflect positive feedback, highlighting their excellent project management, technical expertise, and commitment to client satisfaction. Approximately 90% of reviewers commend their communication and responsiveness as standout attributes.
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UndisclosedUndisclosed1,000 - 9,999Noida, India
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NEC INdia is a Noida, India-based cloud consulting & SI and artificial intelligence firm. Launched in 2006, the team offers cloud consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed10 - 49
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Founded in 2021, Zapro.ai, a small artificial intelligence development company, is based in. 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 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.
$10,000+< $25 / hr50 - 249Hyderabad, IndiaServices provided
See all 50 projectsAhex Technologies is a versatile IT solutions provider specializing in custom software, web, and mobile application development across various industries. With a focus on quality, innovation, and client satisfaction, they consistently deliver projects on time and within budget. Approximately 90% of reviews highlight their responsiveness and flexibility, while 80% commend their project management skills, underscoring their strong capabilities in meeting diverse client needs.
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UndisclosedUndisclosed10 - 49Birmingham, AL
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XpertDox is an AI firm established in 2015. The company offers Artificial Intelligence and AI Consulting.
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Undisclosed$25 - $49 / hr2 - 9Buenos Aires, Argentina
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Deep Vance AI is an AI development company. The team provides Artificial Intelligence and AI Consulting, and the agency is based in Buenos Aires, Argentina.
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Undisclosed$25 - $49 / hr2 - 9Houston, TX
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Launched in 2023, The Fibonacci System is a small Houston, Texas-based AI Consulting company. Their services include AI Consulting and Artificial Intelligence.
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$1,000+$25 - $49 / hr2 - 9Efiran, Nigeria
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Botnova agency, a CRM consulting and SI company, focus on CRM consulting and SI and Artificial Intelligence. They were established in 2025.
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$5,000+$100 - $149 / hr10 - 49
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SKYE is an AI firm in Bengaluru, India. Their services include Artificial Intelligence and AI Agents.
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$1,000+$25 - $49 / hr10 - 49
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Automazai is an artificial intelligence company. The dhaka, Bangladesh-based firm was established in 2023. Their services include Artificial Intelligence and AI Consulting.
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$250,000+$300+ / hr10,000+
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Alvacomm is a Cybersecurity and artificial intelligence firm based in Cheyenne, Wyoming and East Brisbane, Australia. The team provides Cybersecurity and Artificial Intelligence.
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$1,000+< $25 / hr10 - 49
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Eazee AI, an artificial intelligence development company, was established in 2024. The firm focuses on Artificial Intelligence and Generative AI.
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$1,000+$100 - $149 / hr50 - 249Roswell, GA
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Founded in 2011, Atompoint, a midsize web design agency, is located in Roswell, Georgia. Their services include Web Design and Web Development.
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UndisclosedUndisclosed2 - 9Vancouver, Canada
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Established in 2023, MyZone AI is a small AI company and AI Consulting company. Their team offers Artificial Intelligence and AI Consulting.
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$10,000+Undisclosed50 - 249Pune, India
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E42 is an artificial intelligence firm located in Pune, India. Their services include Artificial Intelligence and AI Consulting.
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$100,000+Undisclosed250 - 999Singapore, Singapore
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See all 1 projectsREVE Chat offers AI-based omnichannel platform services, focusing on increasing marketing qualified leads (MQL) for their clients. The reviews highlight REVE Chat's effective project management and unique collaborative approach, with commendations for timely delivery and good value for cost.
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UndisclosedUndisclosed10,000+Troy, MI
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Web design agency HTC Global Services specializes in Web Design and Custom Software Development. They are based in Troy, Michigan.
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$10,000+$50 - $99 / hr1,000 - 9,999New York, NY
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Blockchain company Synechron was founded in 2001. The team specializes in Blockchain and Digital Strategy and is headquartered in New York, New York and Charlotte, North Carolina.
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UndisclosedUndisclosed50 - 249Londres, England
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Arria NLG plc is an artificial intelligence development company. They offer Artificial Intelligence and BI & big data consulting & SI and are based in Londres, England.
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$25,000+Undisclosed10 - 49Ankara, Türkiye
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DECE Software, an AI firm, was founded in 2015. Headquartered in Ankara, Türkiye, the team provides Artificial Intelligence and AI Consulting.
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$5,000+< $25 / hr2 - 9Tallinn, Estonia
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Recoshelf is an AI development company established in 2020. The agency focuses on Artificial Intelligence and ERP consulting and SI.
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UndisclosedUndisclosed1,000 - 9,999Hyderabad, India
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Hyena is an artificial intelligence firm established in 1999. The team focuses on Artificial Intelligence and IoT development and is based in Hyderabad, India.
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UndisclosedUndisclosed10 - 49Longwood, FL
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AI Consulting company Sighthound was founded in 1998. The team focuses on AI Consulting.
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UndisclosedUndisclosed50 - 249Fremont, CA
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Penguin Computing Inc is a Fremont, California-based AI Consulting company. The team offers AI Consulting and Generative AI.
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UndisclosedUndisclosed1,000 - 9,999Milwaukee, WI
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Kalypso: A Rockwell Automation Business is a large Business Consulting company founded in 2004. Their team provides Business Consulting and Logistics & Supply Chain Consulting.
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$10,000+$150 - $199 / hr10 - 49
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Neodata Group is an artificial intelligence development company in Catania, Italy. They focus on Artificial Intelligence and AI Consulting.
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$5,000+$100 - $149 / hr10 - 49Los Angeles, CA
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See all 1 projectsJators LLC offers blockchain development and website design services, utilizing technologies such as Solidity, JavaScript, HTML, and CSS. The overall feedback reflects highly on their customer support, flexible pricing, and exceptional communication. Clients particularly appreciated their ability to deliver quality solutions that met all requirements while staying within budget.
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$1,000+$25 - $49 / hr10 - 49Medellin, Colombia
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See all 1 projectsSOLUTECIA S.A.S offers tailored administrative and IT solutions, focusing on information security and efficient process management. The reviews emphasize their excellent customer service, detailed customization to client needs, and robust data protection measures. Clients highlight their efficient project management and value alignment, underscoring SOLUTECIA S.A.S's dedication to trust, service, and effectiveness over their decade-long partnership.
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$5,000+$25 - $49 / hr50 - 249Bengaluru, India
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Mobiux Labs, a website development firm, was established in 2019. The team focuses on Web Development and Artificial Intelligence.
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$25,000+Undisclosed10 - 49Calgary, Canada
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Software development firm Novus Tech Group focuses on Custom Software Development and API Development. They were established in 2024.
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$10,000+$25 - $49 / hr10 - 49Gold River, CA
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See all 1 projectsElevating Technology with Excellence NanoByte Technologies, a US-based IT company, providing innovative software design and development services, global IT solutions, and exceptional websites,
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$10,000+$50 - $99 / hr2 - 9Ljubljana, Slovenia
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See all 1 projectsBEPET Ltd. offers brand identity design and custom WordPress website development services, characterized by a thorough research-based approach. Reviews consistently highlight their fast delivery, attention to detail, and effective communication. Clients report successful outcomes, including improved search engine rankings and enhanced brand awareness, with no notable areas for improvement.
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$1,000+$25 - $49 / hr50 - 249Zagreb, Croatia
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Visage Technologies AB is a Linköping, Sweden-based artificial intelligence firm. Their services include Artificial Intelligence and Custom Software Development.
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UndisclosedUndisclosed10 - 49London, England
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Ubisend is a small London, England-based artificial intelligence development company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed250 - 999Westmount, Canada
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Founded in 1982, Maya HTT is a midsize software development company and AI development company. Their team offers Custom Software Development and Artificial Intelligence.
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UndisclosedUndisclosed10 - 49London, England
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Grakn Labs is an AI company. Established in 2015, the agency is located in London, England. Their team provides Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Oxford, England
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Diffblue is an artificial intelligence company. Headquartered in Oxford, England, their team offers Artificial Intelligence and cloud consulting & SI.
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UndisclosedUndisclosed10 - 49Langhorne, PA
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Enterra Solutions, LLC is a Langhorne, Pennsylvania-based artificial intelligence development company. Their services include Artificial Intelligence and Custom Software Development.
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UndisclosedUndisclosed50 - 249Charlottesville, VA
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Elder Research, an AI company, was established in 1995. They provides Artificial Intelligence and AI Consulting.
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$1,000+< $25 / hr50 - 249Gurugram, India
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Located in Gurugram, India, Spyne is a midsize artificial intelligence firm. The team focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Santa Clara, CA
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AI firm Habana Labs provides Artificial Intelligence and AI Consulting. They were founded in 2016.
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$1,000+$300+ / hr1,000 - 9,999New York, NY
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Big data company Digital Divide Data is located in New York, New York. They specialize in BI & big data consulting & SI and Robotics Process Automation.
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UndisclosedUndisclosed10,000+
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Web development firm Brillio technologies was launched in 2014. In coppell, Texas, the team provides Web Development and Generative AI.
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List of the Best Artificial Intelligence Companies
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$25,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
50% AI Development50% 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 -
$5,000+< $25 / hr250 - 999Ahmedabad, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
35% AI Development65% 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 -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
39.5/40.019.6/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development30% Other -
$10,000+$25 - $49 / hr250 - 999Reston, VA
Ability to deliver
39.5/40.019.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% 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 -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
90% AI Development10% 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
40% AI Development60% 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 -
$25,000+$25 - $49 / hr250 - 999White Plains, NY
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 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 -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.7/40.019.8/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
65% AI Development35% 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 -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
38.5/40.018.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
90% AI Development10% Other -
$25,000+$50 - $99 / hr250 - 999Wrocław, Poland
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$10,000+$50 - $99 / hr10 - 49Kyiv, Ukraine
Ability to deliver
38.2/40.018.6/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development40% Other -
$50,000+$50 - $99 / hr1,000 - 9,999Minneapolis, MN
Ability to deliver
38.2/40.019.2/20 Reviews9.2/10 Clients & Experience9.8/10 Market PresenceService focus
40% AI Development60% 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 -
$10,000+$50 - $99 / hr50 - 249Toronto, Canada
Ability to deliver
38.9/40.019.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
45% AI Development55% Other -
$10,000+$25 - $49 / hr50 - 249San Ramon, CA
Ability to deliver
37.8/40.018/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
55% AI Development45% Other -
$50,000+$100 - $149 / hr50 - 249Bournemouth, England
Ability to deliver
37.8/40.018/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
50% AI Development50% Other -
$10,000+$50 - $99 / hr50 - 249Paris, France
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
40% AI Development60% Other -
$50,000+$50 - $99 / hr250 - 999Palo Alto, CA
Ability to deliver
37.8/40.018.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
45% AI Development55% Other -
$50,000+$25 - $49 / hr1,000 - 9,999New York, NY
Ability to deliver
37.8/40.017.8/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
40% AI Development60% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
100% AI Development -
$10,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$75,000+$150 - $199 / hr50 - 249Frederick, MD
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$10,000+$50 - $99 / hr50 - 249Manchester, England
Ability to deliver
37.6/40.017.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
80% AI Development20% 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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How to Choose a GenAI Consultant
Discover key factors to choose the right Gen AI partner in 2026 to drive innovation, efficiency, and business growth. A complete guide.
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.