Top Artificial Intelligence Companies
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Featured
What are Featured Providers?
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FLServices provided
See all 84 projectsSimform is a versatile software development company specializing in mobile and web app development, as well as custom software solutions. The company receives overwhelmingly positive feedback, with approximately 100% of clients highlighting their strong communication, technical expertise, and professionalism. Clients appreciate their ability to deliver projects on time and within budget, consistently exceeding expectations in aligning with company values and offering a personalized, responsive service.
$10,000+$50 - $99 / hr250 - 999Greenville, SCServices provided
See all 77 projectsDesignli is a UX/UI design and app development company specializing in creating interactive prototypes and technical roadmaps. With a strong emphasis on project management and responsiveness, 100% of the reviewers noted their ability to deliver high-quality, user-friendly designs on time. Clients also commend Designli's proactive approach and expertise in guiding project development through effective communication and stakeholder collaboration.
$75,000+$100 - $149 / hr50 - 249New York, NYServices provided
See all 69 projectsBlueLabel is a versatile design and technology company specializing in AI and mobile app development, offering services such as workflow automation, mobile solution design, and AI integration. They receive high praise across multiple reviews for their strong project management, timely delivery, and exceptional customer service. Approximately 90% of reviews highlight their excellent culture fit and alignment with company values, while over 80% commend their innovative and strategic approach.
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UndisclosedUndisclosed50 - 249Atlanta, GA
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Search Discovery is an AI company launched in 2004. The company specializes in Artificial Intelligence and Pay Per Click, and is midsize.
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UndisclosedUndisclosed50 - 249Atlanta, GA
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Mobilewalla is a midsize artificial intelligence firm. They focus on Artificial Intelligence and BI & big data consulting & SI and were launched in 2011.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249San Francisco, CAServices provided
See all 22 projectsAzumo is a versatile software development company specializing in building and enhancing a wide array of applications, including conversational AI, mobile app development, cloud migration, and real-time analytics. Approximately 100% of reviewers highlight Azumo's strong communication, cultural alignment, and timely delivery, with many impressed by their adaptability and technical expertise, which align with client needs and project demands consistently.
$50,000+$100 - $149 / hr10,000+Charlottesville, VAServices provided
See all 25 projectsTELUS Digital is a technology solutions provider specializing in modernizing healthcare billing systems. Their services have significantly improved clients' operational efficiencies, with 85-90% of processes being automated. Reviews highlight TELUS Digital's robust system architecture and security measures, with a notable focus on scalability and adaptability, though they could benefit from adopting more agile methodologies. Overall, their collaborative approach and comprehensive solutions garner positive feedback.
$10,000+$25 - $49 / hr50 - 249Sahibzada Ajit Singh Nagar, IndiaServices provided
See all 131 projectsTrigma is a versatile technology firm specializing in AI-driven solutions, software development, and platform integration. Across the reviews, clients consistently praise Trigma's technical expertise, timely project delivery, and responsive support. Approximately 90% of the reviews highlight their effective project management and technical knowledge, while no significant areas for improvement are mentioned, indicating a high level of client satisfaction.
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UndisclosedUndisclosed50 - 249Greensboro, NC
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Big data company Datawatch Corporation is located in Greensboro, North Carolina. They focus on BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Cambridge, MA
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Jobcase, Inc., an artificial intelligence development company, is located in Cambridge, Massachusetts. They provide Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Barcelona, Spain
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Bismart is a big data company. Their midsize team is based in Barcelona, Spain and Madrid, Spain. Their services include BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Amsterdam, Netherlands
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Dashmote is a custom software development firm and AI firm. They offer Custom Software Development and Artificial Intelligence and are headquartered in Amsterdam, Netherlands.
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UndisclosedUndisclosed50 - 249Amsterdam, Netherlands
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Owlin, a custom software development company, is headquartered in Amsterdam, Netherlands. They offer Custom Software Development and Artificial Intelligence.
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Featured
What are Featured Providers?
$10,000+$50 - $99 / hr250 - 999Austin, TXServices provided
See all 61 projectsQubika is a versatile software development company specializing in mobile app development, data engineering, and product design. Across their reviews, 100% of clients commend their timely delivery, responsiveness, and high-quality output. Their ability to adapt and integrate seamlessly with client teams is frequently highlighted, with 100% of reviewers noting exceptional professionalism and commitment to client success.
$10,000+$150 - $199 / hr10 - 49Webster Groves, MOServices provided
See all 20 projectsSketch Development is a versatile technology solutions provider specializing in custom software development, Agile implementation, and project management tools such as Jira. They consistently receive commendations for their exceptional project execution, expertise, and client engagement, with 100% of reviewers expressing satisfaction and no suggested improvements. Reviewers highlight their ability to deliver timely, high-quality solutions tailored to client needs.
$1,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
See all 28 projectsPhaedra Solutions is a development company that specializes in web and mobile app development, UI/UX design, and AI integrations. Reviews indicate a strong reputation for professionalism, timely delivery, and responsive communication, with 100% system uptime and successful project outcomes like increased user retention and reduced bugs. Approximately 80% of clients highlight their project management and communication skills as impressive, while some suggest minor improvements in project management and technical details.
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$25,000+$100 - $149 / hr50 - 249Tigard, OR
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Lobster Technologies is an Enterprise App Modernization company. The team offers Enterprise App Modernization and Artificial Intelligence and is headquartered in Tigard, Oregon and Ha Noi, Vietnam.
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$10,000+$25 - $49 / hr50 - 249
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ISleak is a Blockchain company. The company is in Los Angeles, California. Their services include Blockchain and Artificial Intelligence.
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Featured
What are Featured Providers?
$1,000+< $25 / hr10 - 49Kolkata, IndiaServices provided
See all 52 projectsGrowth Loops Technology Private Limited is a versatile software development company specializing in mobile app development, UI/UX design, and AI systems. Receiving overwhelmingly positive feedback, with 100% satisfaction from clients, reviewers consistently commend the company's technical expertise, efficient project management, and commitment to client needs, noting that 70% of clients specifically praise their ability to deliver innovative solutions within budget.
$10,000+< $25 / hr50 - 249New Delhi, IndiaServices provided
See all 64 projectsTechnoYuga Soft Pvt. Ltd. is a versatile software development company specializing in mobile and web application development, with additional expertise in AI and UI/UX design. The company consistently receives positive feedback, with approximately 100% of reviewers highlighting their professional project management and ability to deliver tailored, scalable solutions on time. Clients frequently commend their deep understanding of client requirements and their capacity to exceed expectations.
$25,000+$25 - $49 / hr50 - 249L'viv, UkraineServices provided
See all 46 projectsS-PRO is a software development company specializing in custom software solutions, mobile and web applications, and integration of modern technologies like blockchain and fintech platforms. Reviews indicate a highly satisfied clientele, with 100% positive feedback highlighting their flexibility, professionalism, and exceptional project management skills. Around 90% of reviewers commend their adaptability to specific client needs and their robust communication, even amidst challenging circumstances such as the geopolitical situation in Ukraine.
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$250,000+$200 - $300 / hr1,000 - 9,999Colombo, Sri Lanka
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Nickel Red Solutions (Pvt) Ltd. Is an IT strategy consulting company founded in 2019. The agency offers IT strategy consulting and Cybersecurity.
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$1,000+< $25 / hr50 - 249Karur, India
Services provided
Datasack, a business intelligence company, was founded in 2020. The midsize team provides BI & big data consulting & SI and Digital Strategy.
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Featured
What are Featured Providers?
$25,000+$50 - $99 / hr250 - 999Dallas, TXServices provided
See all 53 projectsCodeNinja is a versatile software development company offering services including AI integration, custom SaaS solutions, enterprise web development, and staff augmentation. Their client feedback is overwhelmingly positive, with approximately 95% of reviews praising their project management, responsiveness, and alignment with business needs. Clients appreciate their ability to deliver innovative, user-friendly solutions on time and within budget, making them a reliable development partner.
$25,000+$50 - $99 / hr50 - 249Fornebu, NorwayServices provided
See all 15 projectsLANARS is a comprehensive technology solutions provider specializing in mobile and web app development, cloud services, and integration of advanced technologies such as AI and IoT. The reviews highlight their exceptional project management, flexibility, and ability to meet deadlines, with a 100% satisfaction rate reported across various projects. Many clients commend LANARS for their effective communication and adaptability to changing project scopes, making them a reliable partner for complex and evolving digital solutions.
$25,000+$25 - $49 / hr50 - 249L'viv, UkraineServices provided
See all 54 projectsLeobit is a software development company specializing in custom software solutions, mobile app development, and web modernization. Across various projects, clients consistently praise Leobit for their technical expertise, proactive communication, and timely delivery. With a focus on aligning with client budgets and values, approximately 90% of reviews emphasize their strong project management and ability to exceed expectations.
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UndisclosedUndisclosed50 - 249San Diego, CA
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PrediqTank is a Product Design company. They specialize in Product Design and BI & big data consulting & SI and are based in San Diego, California.
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UndisclosedUndisclosed1,000 - 9,999Iowa City, IA
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Established in 2002, MCI is a large IT managed services company. Their services include IT managed services and Artificial Intelligence.
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UndisclosedUndisclosed1,000 - 9,999Amman, Jordan
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Extensya, a social media marketing agency, is located in Amman, Jordan. Launched in 2008, the team specializes in Social Media Marketing and Email Marketing.
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UndisclosedUndisclosed1,000 - 9,999
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Trueland Information Technology (Shanghai) Co., Ltd. Is a large business intelligence company based in Shanghai, China. Their services include BI & big data consulting & SI and cloud consulting &
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$25,000+$25 - $49 / hr50 - 249
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Entexy is a midsize app development company located in Miami Beach, Florida and Miami Beach, Florida. Their services include Mobile App Development and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Berlin, Germany
Services provided
Pi4_robotics GmbH is an AI company. The firm is based in Berlin, Germany. Their team focuses on Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed1,000 - 9,999New York, NY
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Founded in 2011, Xaxis is a large New York, New York-based Advertising company. Their team specializes in Advertising and Artificial Intelligence.
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Undisclosed$50 - $99 / hr50 - 249Pune, India
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Pragava LLC is an IT strategy consulting company. The Seattle, Washington-based team focuses on IT strategy consulting and cloud consulting & SI.
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UndisclosedUndisclosed50 - 249Madrid, Spain
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INFAIMON is an AI firm. They were founded in 1994 and focus on Artificial Intelligence and Corporate Training & Coaching.
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$50,000+$150 - $199 / hr50 - 249
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In Hyderabad, India, Matrixloop is a midsize IT strategy consulting company. Their services include IT strategy consulting and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249North Vancouver, Canada
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Novarc Technologies is a midsize artificial intelligence firm in North Vancouver, Canada. The team offers Artificial Intelligence and Custom Software Development.
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UndisclosedUndisclosed50 - 249Dover, DE
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Rexus Group is an IT strategy consulting company. The Dover, Delaware-based firm was established in 2016. Their services include IT strategy consulting and cloud consulting & SI.
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UndisclosedUndisclosed50 - 249Wilmington, DE
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Think360.ai, a midsize IT strategy consulting company, is headquartered in Wilmington, Delaware and Mumbai, India. Their services include IT strategy consulting and BI & big data consulting & SI.
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UndisclosedUndisclosed50 - 249Wilmington, DE
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Alpha Technologies Inc., an IT staff augmentation company, was launched in 1977. The midsize team specializes in IT staff augmentation and IoT development.
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UndisclosedUndisclosed50 - 249
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Bld.ai, an UX company, was launched in 2017. The agency provides UX/UI Design and Artificial Intelligence, and is midsize.
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UndisclosedUndisclosed50 - 249San Jose, CA
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Serviceaide, Inc is an IT managed services company. The San Jose, California-based company specializes in IT managed services and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Atlanta, GA
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Established in 2015, Verusen is a data analytics company. The team focuses on BI & big data consulting & SI and Logistics & Supply Chain Consulting.
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UndisclosedUndisclosed50 - 249Marietta, GA
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Oversight is a big data company. The agency is headquartered in Marietta, Georgia. Their team provides BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Hyattsville, MD
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Vidoori Inc. Is a business intelligence company founded in 2008. Their team offers BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed50 - 249Minnetonka, MN
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Established in 2008, Global Overview is a PPC company. The team focuses on Pay Per Click and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Minneapolis, MN
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Launched in 2008, Genus Technologies is an artificial intelligence company. The team focuses on Artificial Intelligence and Robotics Process Automation and is in Minneapolis, Minnesota.
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$5,000+$50 - $99 / hr50 - 249New Delhi, India
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Arka Digital Solutions is an artificial intelligence company founded in 2014. The agency provides Artificial Intelligence and UX/UI Design, and is midsize.
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$10,000+$25 - $49 / hr50 - 249
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In Palo Alto, California, Babbage & Turing is a custom software development firm. The team provides Custom Software Development and Web Development.
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$5,000+$25 - $49 / hr50 - 249South Dumdum, India
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Headquartered in South Dumdum, India, Cognito Infotech is an IT managed services company. They provide IT managed services and Custom Software Development and were founded in 2016.
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$1,000+$25 - $49 / hrFreelancerOrlando, FL
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Located in Orlando, Florida, Pixel Hive Marketing is an Advertising company. They specialize in Advertising and Marketing Strategy.
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UndisclosedUndisclosed1,000 - 9,999East Windsor, NJ
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Visionet Systems Inc. Is a cloud consulting & SI company headquartered in East Windsor, New Jersey. Established in 1995, the team provides cloud consulting & SI and Web Development.
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UndisclosedUndisclosed1,000 - 9,999Seattle, WA
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Slalom Build is an user experience design agency launched in 2001. Their services include UX/UI Design and CRM consulting and SI.
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$1,000+$50 - $99 / hr50 - 249
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Axix Technologies is a midsize user experience design company in Lahore, Pakistan. Their services include UX/UI Design and Web Development.
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UndisclosedUndisclosed50 - 249Randburg, South Africa
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QoT Solutions is an IT strategy consulting company. They are headquartered in Randburg, South Africa, and their services include IT strategy consulting and Cybersecurity.
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$50,000+$50 - $99 / hr50 - 249Rīga, Latvia
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Baltic Software Factory, an IT staff augmentation company, was launched in 2023. They specializes in IT staff augmentation and Custom Software Development.
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UndisclosedUndisclosed50 - 249Mississauga, Canada
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Midsize cloud consulting & SI company Appfabs Incorporation, is based in Mississauga, Canada. The team focuses on cloud consulting & SI and Custom Software Development.
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$1,000+$50 - $99 / hrFreelancer
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Long Lake Technologies, a website development firm, was launched in 2022. The team provides Web Development and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Darlinghurst, Australia
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Simple Machines, a cloud consulting & SI company, was launched in 2008. The team specializes in cloud consulting & SI and Artificial Intelligence and is headquartered in Darlinghurst, Australia.
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$10,000+$25 - $49 / hr50 - 249Brisbane City, Australia
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Lanex Australia is a midsize software development firm headquartered in Brisbane City, Australia and Cebu City, Philippines. The team offers Custom Software Development and Web Development.
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$50,000+< $25 / hr50 - 249Hyderabad, India
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Trigital Technologies pvt ltd. Is a data analytics company established in 2014. The firm focuses on BI & big data consulting & SI and cloud consulting & SI, and is midsize.
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UndisclosedUndisclosed1,000 - 9,999Seattle, WA
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Cloud consulting & SI company F5 was established in 1996. The team specializes in cloud consulting & SI and Custom Software Development and is in Seattle, Washington and Billerica, Massachusetts.
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UndisclosedUndisclosed1,000 - 9,999Perth Amboy, NJ
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Torry Harris Integration Solutions, a data analytics company, is based in Perth Amboy, New Jersey and Bengaluru, India. Their services include BI & big data consulting & SI and cloud consulting &
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UndisclosedUndisclosed50 - 249
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UX company Ulises Tech is based in San Jose, Costa Rica. Launched in 2023, the team provides UX/UI Design and Artificial Intelligence.
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$5,000+$50 - $99 / hrFreelancer
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Located in Seattle, Washington, Code Untold LLC is a custom software development firm. They provide Custom Software Development and Web Development.
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List of the Best Artificial Intelligence Companies
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$25,000+< $25 / hr250 - 999Gurugram, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% AI Development50% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
80% AI Development20% Other -
$1,000+$25 - $49 / hr50 - 249Ahmedabad, India
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
70% AI Development30% Other -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
39.3/40.019.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
39.2/40.019.8/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
35% AI Development65% Other -
$50,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
39.1/40.019.2/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
65% AI Development35% Other -
$5,000+$25 - $49 / hr10 - 49
Ability to deliver
39.1/40.019.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
60% AI Development40% Other -
$10,000+$25 - $49 / hr250 - 999Reston, VA
Ability to deliver
38.9/40.019.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
60% AI Development40% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$25 - $49 / hr250 - 999White Plains, NY
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.7/40.018.8/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development30% Other -
$50,000+$25 - $49 / hr50 - 249Kyiv, Ukraine
Ability to deliver
38.7/40.020/20 Reviews9.1/10 Clients & Experience9.6/10 Market PresenceService focus
50% AI Development50% Other -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
39.5/40.019.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other -
$10,000+$25 - $49 / hr250 - 999Rzeszów, Poland
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
30% AI Development70% Other -
$50,000+$50 - $99 / hr250 - 999London, England
Ability to deliver
38.5/40.019.2/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
45% AI Development55% Other -
$5,000+$50 - $99 / hr10 - 49San Diego, CA
Ability to deliver
38.5/40.019.6/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% AI Development30% Other -
$25,000+$50 - $99 / hr250 - 999Dallas, TX
Ability to deliver
38.4/40.020/20 Reviews10/10 Clients & Experience8.4/10 Market PresenceService focus
50% AI Development50% Other -
$5,000+$25 - $49 / hr50 - 249Miami, FL
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
50% AI Development50% Other -
$10,000+$50 - $99 / hr50 - 249Toronto, Canada
Ability to deliver
39.1/40.019.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
45% AI Development55% Other -
$10,000+$50 - $99 / hr10 - 49Kyiv, Ukraine
Ability to deliver
38/40.018.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FL
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
20% AI Development80% Other -
$25,000+$50 - $99 / hr250 - 999Wrocław, Poland
Ability to deliver
37.9/40.018.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$5,000+$25 - $49 / hr250 - 999Frisco, TX
Ability to deliver
37.9/40.018.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
50% AI Development50% Other -
$100,000+$50 - $99 / hr250 - 999Cluj-Napoca, Romania
Ability to deliver
37.8/40.018.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
65% AI Development35% Other -
$25,000+$25 - $49 / hr50 - 249Sarasota, FL
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$50,000+$150 - $199 / hr50 - 249Montréal, Canada
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
100% AI Development -
$10,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
37.7/40.018/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$25,000+$50 - $99 / hr250 - 999Jaipur, India
Ability to deliver
38.6/40.018.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
30% AI Development70% Other -
$10,000+$25 - $49 / hr50 - 249San Ramon, CA
Ability to deliver
37.6/40.017.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
60% AI Development40% Other
Latest Artificial Intelligence Articles
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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.