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 software development company known for creating mobile apps, web apps, and integrating advanced technologies for diverse industries. Across reviews, Simform is praised for delivering projects on time and within budget, with a strong emphasis on communication, responsiveness, and technical expertise. Approximately 90% of reviewers highlighted their proactive project management and alignment with client values, making them a reliable partner for technology solutions.
$10,000+$50 - $99 / hr250 - 999Greenville, SCServices provided
See all 79 projectsDesignli is an app and web development company specializing in creating MVPs, prototypes, and UX/UI designs. Clients consistently praise Designli's adaptability and ability to understand complex visions, with 100% of reviews highlighting their excellent project management and collaborative approach. The company is commended for delivering high-quality products on time, with 90% of clients expressing satisfaction with their outcomes.
$75,000+$100 - $149 / hr50 - 249New York, NYServices provided
See all 69 projectsBlueLabel is an AI and digital product development company known for its expertise in mobile app development and AI-driven solutions. The company receives overwhelmingly positive feedback from clients, with approximately 90% of reviews highlighting excellent project management, timely delivery, and strong alignment with client objectives. BlueLabel's ability to integrate seamlessly with in-house teams and its commitment to understanding client needs are frequently praised by more than 80% of reviewers.
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$5,000+$200 - $300 / hr2 - 9
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Faro CX & Content COnsultancy is a Marketing Strategy company. Headquartered in Cremorne, Australia, the company specializes in Marketing Strategy and Digital Strategy.
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$1,000+Undisclosed2 - 9
Services provided
Tuimagen Studio is an Azul, Argentina-based social media marketing company. They focus on Social Media Marketing and Graphic Design.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249San Francisco, CAServices provided
See all 22 projectsAzumo is a versatile software development company specializing in building and enhancing a wide array of applications, including conversational AI, mobile app development, cloud migration, and real-time analytics. Approximately 100% of reviewers highlight Azumo's strong communication, cultural alignment, and timely delivery, with many impressed by their adaptability and technical expertise, which align with client needs and project demands consistently.
$50,000+$100 - $149 / hr10,000+Charlottesville, VAServices provided
See all 25 projectsTELUS Digital is a technology solutions provider specializing in modernizing healthcare billing systems. Their services have significantly improved clients' operational efficiencies, with 85-90% of processes being automated. Reviews highlight TELUS Digital's robust system architecture and security measures, with a notable focus on scalability and adaptability, though they could benefit from adopting more agile methodologies. Overall, their collaborative approach and comprehensive solutions garner positive feedback.
$10,000+$50 - $99 / hr250 - 999Austin, TXServices provided
See all 61 projectsQubika is a versatile technology solutions provider specializing in mobile app development, data engineering, and AI integration. With consistently high ratings, 100% of reviews highlight their timely delivery and responsiveness. Clients commend Qubika's professionalism, technical expertise, and ability to align with client needs, establishing them as reliable partners across diverse projects.
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$10,000+$50 - $99 / hr2 - 9
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DistroCode is an AI Agents company. They are based in Sterling Heights, Michigan and have small team. They specialize in AI Agents and Web Development.
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UndisclosedUndisclosed2 - 9
Services provided
PIXEL ARTISAN AGENCY is a Digital Strategy company. The Valea Lupului, Romania-based agency specializes in Digital Strategy and Search Engine Optimization.
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$5,000+$150 - $199 / hr2 - 9
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AsoA is an AI Agents company. They are based in Rangpur, Bangladesh, and their services include AI Agents and API Development.
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$5,000+$100 - $149 / hr2 - 9St. Louis, MO
Services provided
Launched in 2026, Nestor Forge is a custom software development company. Their services include Custom Software Development and AI Agents.
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UndisclosedUndisclosed2 - 9
Services provided
Founded in 2025, FNA Technology LLP is a website development firm. The small team provides Web Development and Mobile App Development.
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Featured
What are Featured Providers?
$10,000+$150 - $199 / hr10 - 49Webster Groves, MOServices provided
See all 20 projectsSketch Development is a versatile technology solutions company, known for custom software development and expertise in Agile methodologies. Garnering unanimous praise, 100% of reviewers highlight their exceptional project management, timely delivery, and high-quality outcomes. Clients appreciate their deep industry knowledge, proactive communication, and ability to exceed expectations, consistently emphasizing the value and cultural fit they bring to projects.
$5,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
See all 28 projectsPhaedra Solutions is a full-service development company offering web and mobile app development, UI/UX design, and AI integration services. The company is praised for professionalism, timely delivery, and effective communication, with 90% of reviews highlighting their project management skills. Clients appreciate their technical expertise and reliability, leading to measurable outcomes like improved system stability and faster feature deployment.
$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.
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$1,000+$25 - $49 / hr2 - 9Peshawar, Pakistan
Services provided
Launched in 2026, coWhile is an AI company. The agency offers Artificial Intelligence and Web Development, and is small.
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$1,000+< $25 / hr2 - 9Thoraipakkam, India
Services provided
Increplus Technologies is a small IT managed services company headquartered in Thoraipakkam, India. The team specializes in IT managed services and Cybersecurity.
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Featured
What are Featured Providers?
$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+$50 - $99 / hr50 - 249L'viv, UkraineServices provided
See all 46 projectsS-PRO is a software development company specializing in custom software solutions, mobile and web applications, and integration of modern technologies like blockchain and fintech platforms. Reviews indicate a highly satisfied clientele, with 100% positive feedback highlighting their flexibility, professionalism, and exceptional project management skills. Around 90% of reviewers commend their adaptability to specific client needs and their robust communication, even amidst challenging circumstances such as the geopolitical situation in Ukraine.
$25,000+$25 - $49 / hr250 - 999Dallas, TXServices provided
See all 53 projectsCodeNinja is a versatile software development company offering services including AI integration, custom SaaS solutions, enterprise web development, and staff augmentation. Their client feedback is overwhelmingly positive, with approximately 95% of reviews praising their project management, responsiveness, and alignment with business needs. Clients appreciate their ability to deliver innovative, user-friendly solutions on time and within budget, making them a reliable development partner.
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$5,000+Undisclosed2 - 9Calgary, Canada
Services provided
Launched in 2021, Yvonne Fruhstorfer Consulting Inc. Is a Business Consulting company. The agency specializes in Business Consulting and AI Consulting.
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$5,000+$50 - $99 / hr2 - 9Dubai, United Arab Emirates
Services provided
Autometa AI is a software development company. Based in Dubai, United Arab Emirates, the firm was founded in 2021. Their services include Custom Software Development and CRM consulting and SI.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249Sahibzada Ajit Singh Nagar, IndiaServices provided
See all 132 projectsTrigma is a versatile technology solutions provider specializing in AI integration, software development, and digital transformation services. The company is highly regarded for its technical expertise and project management skills, with 100% of reviewers highlighting their timely delivery and effective communication. Positive feedback frequently mentions their innovative approach and ability to tailor solutions to specific business needs, making them a reliable partner for complex projects.
$25,000+$50 - $99 / hr50 - 249Fornebu, NorwayServices provided
See all 15 projectsLANARS is a full-service technology company specializing in software development, mobile app creation, and web solutions. Based on the reviews, LANARS is praised for its reliability, flexibility, and high-quality outputs, with 100% of reviewers expressing satisfaction in project management and communication. Several clients highlighted their impressive ability to adapt to changing scopes and maintain timelines, along with exceptional technical expertise and dedication to client needs, even during challenging circumstances.
$25,000+$25 - $49 / hr50 - 249L'viv, UkraineServices provided
See all 54 projectsLeobit is a software development company specializing in web and mobile applications, custom software solutions, and digital transformation projects. Reviews indicate a 100% satisfaction rate, highlighting their technical expertise, proactive project management, and strong communication skills. Clients commend Leobit for consistently delivering high-quality work on time and within budget, with an emphasis on innovation and value alignment.
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$5,000+Undisclosed2 - 9
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URCO LLC is a Direct Marketing company. The team provides Direct Marketing and Artificial Intelligence, and the firm is in Queen Creek, Arizona.
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$10,000+$200 - $300 / hr2 - 9
Services provided
Based in Teneriffe, Australia, Corporate Agents is an AI Agents company. Their services include AI Agents and Custom Software Development.
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$1,000+< $25 / hr2 - 9Ahmedabad, India
Services provided
CrestNet Technology is a web development company. The agency is headquartered in Ahmedabad, India. Their team focuses on Web Development and Custom Software Development.
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UndisclosedUndisclosed2 - 9
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Established in 2022, Granados AI is a small web design company. Their services include Web Design and Web Development.
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$1,000+$25 - $49 / hr2 - 9
Services provided
Established in 2024, Exelix business consulting is a Finance & Accounting Outsourcing (FAO) company. The small team provides Finance & Accounting Outsourcing (FAO) and Accounting.
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UndisclosedUndisclosed2 - 9
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Crescita is a Digital Engineering company. Established in 2022, the team specializes in Digital Engineering and Computer Engineering. The agency is headquartered in London, England.
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$5,000+$25 - $49 / hr2 - 9
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Launched in 2020, F7 Tech is a small Curitiba, Brazil-based software development firm. Their team focuses on Custom Software Development and Low/No Code Development.
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$1,000+Undisclosed2 - 9New York, NY
Services provided
Content Writing Services company Transwox provides Content Writing Services and Social Media Marketing. They are located in New York, New York.
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$1,000+$100 - $149 / hr2 - 9Peille, France
Services provided
Skywalklab, a website development company, specialize in Web Development and Artificial Intelligence. They were established in 2025.
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Undisclosed$25 - $49 / hr2 - 9
Services provided
Niverro Technologies is an IT strategy consulting company launched in 2026. The firm specializes in IT strategy consulting and Custom Software Development, and is small.
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$1,000+$25 - $49 / hr2 - 9
Services provided
Optivulnix pvt ltd is a cloud consulting & SI company headquartered in Gurugram, India. They offer cloud consulting & SI and IT strategy consulting and were founded in 2025.
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$5,000+$150 - $199 / hr2 - 9
Services provided
Fatboy Studios is an Advertising company established in 2024. The agency offers Advertising and Marketing Strategy.
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$50,000+$25 - $49 / hr2 - 9Novi Sad, Serbia
Services provided
Founded in 2023, Paun Technology is a small Novi Sad, Serbia-based software development firm. Their team provides Custom Software Development and Artificial Intelligence.
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$1,000+$50 - $99 / hr2 - 9Alacant, Spain
Services provided
Pinweb is an AI Consulting company. They were launched in 2026, and their services include AI Consulting and AI Agents.
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UndisclosedUndisclosed2 - 9
Services provided
Prizma ajans is an AI Agents company. The istanbul, Türkiye-based team focuses on AI Agents and AI Consulting.
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UndisclosedUndisclosed2 - 9
Services provided
Silverlion, an IT strategy consulting company, is based in Brisbane, Australia. They focus on IT strategy consulting and Web Development.
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$10,000+$25 - $49 / hr2 - 9
Services provided
SkywardTech, a small cloud consulting & SI company, is in Mumbai, India. The team focuses on cloud consulting & SI and IT managed services.
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$1,000+$25 - $49 / hr2 - 9Brooklyn, NY
Services provided
Byteless Software Studio is a custom software development firm headquartered in Brooklyn, New York. They focus on Custom Software Development and Web Development and were launched in 2026.
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UndisclosedUndisclosed2 - 9Islamabad, Pakistan
Services provided
CoderAxo is an Islamabad, Pakistan-based e-commerce development company. They specialize in E-Commerce Development and Artificial Intelligence and were founded in 2023.
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$1,000+$25 - $49 / hr2 - 9Kota, India
Services provided
Website development firm Flowset Hub is headquartered in Kota, India and Gurugram, India. They specialize in Web Development and Artificial Intelligence and were established in 2026.
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$5,000+$25 - $49 / hr2 - 9London, England
Services provided
Sovran Digital LTD is a custom software development firm. They are in London, England and Hamburg, Germany and have small team. They focus on Custom Software Development and Web Development.
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$1,000+$50 - $99 / hr2 - 9Chicago, IL
Services provided
VryntLab is a website development company. Located in Chicago, Illinois, the firm offers Web Development and Custom Software Development.
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UndisclosedUndisclosed2 - 9
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Ai{Found}RE, an AI Consulting company, is headquartered in Livingston, New Jersey. They offer AI Consulting and Marketing Strategy.
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Undisclosed$25 - $49 / hr2 - 9
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Zonic tech solutions is a Mumbai, India-based web design company. They offer Web Design and Product Design.
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$1,000+< $25 / hr2 - 9
Services provided
Quishub, a small custom software development firm, is headquartered in Lahore, Pakistan. Their services include Custom Software Development and Artificial Intelligence.
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$1,000+$300+ / hr2 - 9
Services provided
Techioni is an AI Agents company. Their small team is headquartered in Karachi, Pakistan and provides AI Agents and AI Consulting. The company was launched in 2026.
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$1,000+< $25 / hr2 - 9Chennai, India
Services provided
Launched in 2025, Solvornx Solutions Private Limited is a small AI Agents company based in Chennai, India. Their team specializes in AI Agents and Custom Software Development.
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Undisclosed$300+ / hr2 - 9Chula Vista, CA
Services provided
Based in Chula Vista, California, Accountaxed is an Accounting company. Founded in 2020, the team offers Accounting and Artificial Intelligence.
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Undisclosed< $25 / hr2 - 9Bengaluru, India
Services provided
Established in 2026, GreedUp is an AI Agents company. The small team focuses on AI Agents and Generative AI.
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$1,000+$25 - $49 / hr2 - 9
Services provided
Affor Technologies, a website development firm, was founded in 2026. The agency specializes in Web Development and Mobile App Development, and is small.
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$1,000+$150 - $199 / hr2 - 9Denver, CO
Services provided
Warden Strategy, a Fractional CMO Services company, is based in Denver, Colorado. They offer Fractional CMO Services and Marketing Strategy and were established in 2023.
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UndisclosedUndisclosed2 - 9Madina, Ghana
Services provided
SyneroLabs is an IT strategy consulting company. Headquartered in Madina, Ghana, the agency was established in 2025. Their services include IT strategy consulting and IT managed services.
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$5,000+$50 - $99 / hr2 - 9Bhubaneswar, India
Services provided
BebliTech is a cloud consulting & SI company. Their team is located in Bhubaneswar, India and provides cloud consulting & SI and DevOps Managed Services.
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$5,000+$150 - $199 / hr2 - 9
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LuliDigital is a Fractional CMO Services company. They are headquartered in Johannesburg, South Africa, and their services include Fractional CMO Services and Artificial Intelligence.
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$1,000+$100 - $149 / hr2 - 9
Services provided
Launched in 2021, Arranges Marketing is an AI Agents company. The firm provides AI Agents and Advertising, and is small.
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Undisclosed$25 - $49 / hr2 - 9Jaipur, India
Services provided
Launched in 2022, Element Coders, a small custom software development company, is based in Jaipur, India. Their team provides Custom Software Development and Web Development.
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$1,000+$50 - $99 / hr2 - 9Sonthofen, Germany
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BMChatAi is a small web design company located in Sonthofen, Germany. The team provides Web Design and Web Development.
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$5,000+$25 - $49 / hr2 - 9Ciudad de la Costa, Uruguay
Services provided
Soqet Agency is a web design company. The Ciudad de la Costa, Uruguay-based company was launched in 2025. Their services include Web Design and UX/UI Design.
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$1,000+$50 - $99 / hr2 - 9Hyderabad, India
Services provided
Flowtaris is an IT strategy consulting company. They are based in Hyderabad, India and have small team. They focus on IT strategy consulting and BI & big data consulting & SI.
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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 -
$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
60% AI Development40% Other -
$1,000+$25 - $49 / hr50 - 249Ahmedabad, India
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
70% AI Development30% Other -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
39.3/40.019.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$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 -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
39/40.019.6/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
35% AI Development65% 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 -
$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 -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.5/40.018.6/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development30% 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 -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
39.3/40.019.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other -
$50,000+$25 - $49 / hr50 - 249Kyiv, Ukraine
Ability to deliver
38.3/40.019.6/20 Reviews9.1/10 Clients & Experience9.6/10 Market PresenceService focus
50% AI Development50% Other -
$25,000+$25 - $49 / hr250 - 999Dallas, TX
Ability to deliver
38.2/40.019.8/20 Reviews10/10 Clients & Experience8.4/10 Market PresenceService focus
50% AI Development50% Other -
$50,000+$50 - $99 / hr250 - 999London, England
Ability to deliver
38.1/40.018.8/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
55% AI Development45% 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 -
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FL
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
20% AI Development80% Other -
$25,000+$50 - $99 / hr250 - 999Wrocław, Poland
Ability to deliver
37.9/40.018.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$5,000+$25 - $49 / hr250 - 999Frisco, TX
Ability to deliver
37.9/40.018.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
50% AI Development50% Other -
$10,000+$50 - $99 / hr10 - 49Kyiv, Ukraine
Ability to deliver
37.8/40.018.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development40% 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 -
$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 - 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 -
$50,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
39.6/40.019.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
40% AI Development60% 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 -
$10,000+$25 - $49 / hr250 - 999L'viv, Ukraine
Ability to deliver
37.6/40.018/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
40% AI Development60% 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.