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 85 projectsSimform is a software development company offering services such as mobile and web app development, system integration, and custom software solutions. Reviews indicate a strong emphasis on communication, project management, and technical expertise, with approximately 90% of the feedback highlighting responsiveness and proactive collaboration. While some suggest improvement in end-user documentation, the majority commend Simform's professionalism, strategic alignment, and long-term partnership approach.
$75,000+$100 - $149 / hr50 - 249New York, NYServices provided
See all 69 projectsBlueLabel is a digital product strategy consultancy specializing in AI and mobile app development, with expertise across various industries, including finance, manufacturing, and healthcare. Reviews reveal a high level of client satisfaction, with approximately 95% of clients praising their communication, timely delivery, and cultural alignment. Common themes include their ability to integrate seamlessly with client teams and their proficiency in leveraging cutting-edge technologies to deliver impactful solutions.
$10,000+$25 - $49 / hr50 - 249San Francisco, CAServices provided
See all 24 projectsAzumo is a software development company specializing in custom software solutions, including AI applications and cloud migrations. Across the reviews, 100% of clients highlighted Azumo's exceptional project management and communication. Their responsiveness, cultural fit, and alignment with company values were frequently praised, with over 80% of reviewers expressing satisfaction with their service delivery and professional ethos.
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UndisclosedUndisclosed2 - 9Saint Paul, MN
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Artificial intelligence firm Opus Research was launched in 1985. The small team offers Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10,000+Booterstown, Ireland
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Infosys is a large Booterstown, Ireland-based data analytics company. Their services include BI & big data consulting & SI and cloud consulting & SI.
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Featured
What are Featured Providers?
$10,000+$50 - $99 / hr250 - 999Austin, TXServices provided
See all 61 projectsQubika is a versatile technology services company providing mobile app development, data engineering, product design, and AI integration. The company has received overwhelmingly positive feedback, with over 90% of reviews highlighting their responsiveness, ability to deliver on time, and high-quality outcomes. Clients consistently praise Qubika’s professionalism, adaptability, and commitment to meeting project goals and budgets.
$25,000+$50 - $99 / hr10 - 49Lisboa, PortugalServices provided
See all 28 projectsAltar.io is a technology consulting company specializing in custom software development and product scoping, particularly for startups and SaaS solutions. Based on their Clutch.co reviews, over 90% of clients praise their collaborative culture, innovative thinking, and commitment to project success, with no significant areas for improvement highlighted. Their exceptional project management and communication skills are frequently noted, contributing to a highly regarded client experience.
$10,000+$150 - $199 / hr10 - 49Webster Groves, MOServices provided
See all 23 projectsSketch Development is a software development company known for delivering end-to-end product strategy, UX/UI design, and technical solutions across various industries. Their clients consistently praise their strong project management skills, with 100% of reviews highlighting timely delivery and effective communication. The company is commended for aligning closely with client values and needs, providing tailored, scalable solutions that enhance operational efficiency and user experiences. Sketch Development's ability to understand complex industry-specific workflows and deliver high-quality, user-centered products is frequently noted as impressive.
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UndisclosedUndisclosed2 - 9Cokato, MN
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JigLabs is an AI firm. The Cokato, Minnesota-based company was established in 2017. Their team focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Minnetonka, MN
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In Minnetonka, Minnesota, Lorignite is an AI development company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Minneapolis, MN
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Vizworld Inc is an artificial intelligence company. Their team is in Minneapolis, Minnesota and specializes in Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Minneapolis, MN
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Caperno is an AI firm. They are located in Minneapolis, Minnesota and have small team. They provide Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9
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Deep Learning Rental, an artificial intelligence company, is headquartered in Saint Paul, Minnesota. Founded in 2021, the team offers Artificial Intelligence and AI Consulting.
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Featured
What are Featured Providers?
$10,000+$50 - $99 / hr50 - 249Rīga, LatviaServices provided
See all 32 projectsSnotor is a versatile software development company offering services such as mobile app development, web platform design, and software integrations. Overall, their clients express high satisfaction, with approximately 95% of feedback being positive, highlighting strong technical expertise, responsive communication, and efficient project management. Common themes across reviews include their proactive collaboration and ability to deliver successful, timely results.
$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.
$10,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
See all 28 projectsPhaedra Solutions is a software development company known for its expertise in UI/UX design, web and mobile app development, and AI-integrated workflows. Reviews highlight their professionalism, timely delivery, and effective communication, with over 90% of clients commending their project management and technical expertise. Clients appreciate their dedication to delivering high-quality work and ability to meet project milestones consistently.
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UndisclosedUndisclosed2 - 9Hattiesburg, MS
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Prediction 3D Technology, Inc., an AI firm, is headquartered in Hattiesburg, Mississippi. The team focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Chesterfield, MO
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Healthcare Fraud Shield is an artificial intelligence company. They are located in Chesterfield, Missouri. Their team provides Artificial Intelligence and AI Consulting.
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Featured
What are Featured Providers?
$10,000+$25 - $49 / hr50 - 249Lucknow, IndiaServices provided
See all 36 projectsKraftors Web Solutions Private Limited is a versatile technology development company offering comprehensive solutions including software development, machine learning, and UI/UX design. The company boasts a high level of client satisfaction, with 100% of reviews highlighting their timely delivery, strong project management, and commitment to understanding client needs. Reviewers frequently praise their alignment with client goals and impressive results, underscoring their ability to tailor solutions to complex challenges in diverse industries.
$25,000+$50 - $99 / hr50 - 249Fornebu, NorwayServices provided
See all 13 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 56 projectsLeobit is a versatile software development company offering services such as mobile app development, web platform modernization, and custom software solutions. Their reviews reveal a consistent theme of technical expertise, strong project management, and proactive communication. Notably, 100% of the reviews highlight their reliability and ability to meet or exceed expectations, with clients valuing their responsiveness and seamless integration as part of the team.
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UndisclosedUndisclosed250 - 999Kansas City, MO
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Valorem Reply is a data analytics company launched in 2009. Their team specializes in BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed2 - 9St. Louis, MO
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Simerse is a small artificial intelligence development company. They specialize in Artificial Intelligence and AI Consulting and were launched in 2021.
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Featured
What are Featured Providers?
$10,000+$50 - $99 / hr50 - 249Denver, COServices provided
See all 91 projectsJPLoft is a versatile app development company with expertise in creating web, mobile, and custom applications. Across various projects, clients commend their punctuality and responsive communication, with 90% noting timely delivery and quality outcomes. Their ability to tailor solutions that align with client visions and budgets is frequently highlighted, with 80% of reviews praising their cultural fit and value for cost.
$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.
$10,000+< $25 / hr50 - 249Hyderabad, IndiaServices provided
See all 52 projectsAhex Technologies is a versatile web and mobile app development company known for delivering scalable, user-friendly solutions tailored to client needs. Overall, 100% of the reviews mention excellent project management and proactive communication, with 80% highlighting their technical expertise and commitment to client satisfaction. Reviewers consistently praise their responsiveness and ability to meet deadlines while suggesting minor improvements in areas like UI enhancements and documentation.
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UndisclosedUndisclosed10 - 49Kansas City, MO
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Saile Inc is a Sales Outsourcing company. Launched in 1999, the team provides Sales Outsourcing and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9St. Louis, MO
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The Intelligence Factory is a St. Louis, Missouri-based AI firm. They focus on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Kansas City, MO
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Bellwethr is a Kansas City, Missouri-based artificial intelligence firm. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10 - 49St. Louis, MO
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NEER, an AI firm, is located in St. Louis, Missouri. They focus on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9St. Louis, MO
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Well Principled is a St. Louis, Missouri-based AI company. They specialize in Artificial Intelligence and AI Consulting and were established in 2018.
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UndisclosedUndisclosed2 - 9
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Aperio Consulting Group is an artificial intelligence firm. Founded in 2011, the agency offers Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Kansas City, MO
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Crannium Health AI is a small Kansas City, Missouri-based AI development company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9
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DataJocks is an artificial intelligence development company. The St. Louis, Missouri-based company focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9St. Louis, MO
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Based in St. Louis, Missouri, Nehit is an AI firm. They specialize in Artificial Intelligence and AI Consulting and were founded in 2010.
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UndisclosedUndisclosed10,000+Dublin, Ireland
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KantanAI is an AI company. The large Dublin, Ireland-based team offers Artificial Intelligence and BI & big data consulting & SI. The firm was established in 2012.
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UndisclosedUndisclosed50 - 249Rathkeale, Ireland
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DesignPro Automation is a big data company and AI development company launched in 2004. Their team provides BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed10 - 49
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Artificial intelligence company Horan Automation & Robotics is located in Ireland. The team provides Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10 - 49
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Cogniflow is a consulting firm specializing in lead generation strategies for businesses, particularly using AI-driven tools and LinkedIn outreach. Reviewers highlight their efficient project management and ability to transform manual processes into scalable, automated systems, with 100% positive feedback emphasizing improvements such as a 60% reduction in prospecting time and a 45% increase in connection rates.
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UndisclosedUndisclosed50 - 249Pune, India
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Headquartered in Pune, India and Sunnyvale, California, Metahire.ai is an AI company. The team offers Artificial Intelligence and Staffing.
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UndisclosedUndisclosed10 - 49London, England
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Alphalake Ai, an AI firm, was launched in 2019. They focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed250 - 999
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Valenta Franchise is a midsize artificial intelligence firm and Business Consulting company. Established in 2011, the team specializes in Artificial Intelligence and Business Consulting.
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UndisclosedUndisclosedFreelancer
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Ekasmin , a small AI firm, is in Vancouver , Canada. The team offers Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed10 - 49Machelen, Belgium
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Seaters A.I. Is an artificial intelligence company headquartered in Machelen, Belgium and New York, New York. They focus on Artificial Intelligence and Fulfillment and were established in 2014.
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$1,000+< $25 / hr1,000 - 9,999Montréal, Canada
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Founded in 2012, SmartOne AI is a Data Annotation Services company. The company specializes in Data Annotation Services and Content Moderation Services, and is large.
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UndisclosedUndisclosed1,000 - 9,999Irvine, CA
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Hitachi Solutions America is an IT strategy consulting company located in Irvine, California. The team specializes in IT strategy consulting and IT managed services.
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UndisclosedUndisclosed50 - 249Milpitas, CA
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Launched in 2018, AnChain.AI is a Cybersecurity and artificial intelligence firm. Their services include Cybersecurity and Artificial Intelligence.
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UndisclosedUndisclosed1,000 - 9,999Redmond, WA
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Centific is a large Redmond, Washington-based artificial intelligence company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Toronto, Canada
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Wysdom, an AI company, is based in Toronto, Canada. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed1,000 - 9,999Stuttgart, Germany
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Diconium is a large e-commerce development company founded in 1995. Their services include E-Commerce Development and AI Consulting.
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UndisclosedUndisclosed1,000 - 9,999
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Invisible Technologies Inc. Is an artificial intelligence firm. In , the team offers Artificial Intelligence and Robotics Process Automation.
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UndisclosedUndisclosed50 - 249New York, NY
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Arbol is a Blockchain and AI Consulting company. The team is headquartered in New York, New York, and their services include Blockchain and AI Consulting.
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UndisclosedUndisclosed10 - 49Toronto, Canada
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Flint Learning Solutions Inc. Is an AI development company. Founded in 2004, the agency provides Artificial Intelligence and Video Production.
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UndisclosedUndisclosed10 - 49
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Matdun is an AI development company launched in 2020. Their team specializes in Artificial Intelligence and IoT development.
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UndisclosedUndisclosed250 - 999Torrance, CA
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WGA Consulting, LLC is a Business Consulting and AI Consulting company established in 2000. Their services include Business Consulting and AI Consulting.
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$75,000+$150 - $199 / hr250 - 999Dallas, TX
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Evolv Consulting is a Business Consulting company. Their team is in Dallas, Texas and Houston, Texas and offers Business Consulting and AI Consulting.
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$5,000+$200 - $300 / hr2 - 9Chicago, IL
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Unchained is an AI firm and AI Consulting company. The Chicago, Illinois-based firm offers Artificial Intelligence and AI Consulting.
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$10,000+$100 - $149 / hr2 - 9College Park, MD
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AI firm and AI Consulting company Quantyfiable Consulting was launched in 2023. Headquartered in College Park, Maryland, the team specializes in Artificial Intelligence and AI Consulting.
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$1,000+< $25 / hr250 - 999
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ZKJ TECHNOLOGY PTE.LTD is an AI firm established in 2022. Their services include Artificial Intelligence and Custom Software Development.
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$10,000+Undisclosed2 - 9Brampton, Canada
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Ai Applied offers IT expertise in automating processes and developing AI-supported solutions. The company provided a cloud-based workflow automation solution for a micro-loan broker, successfully processing over 200,000 loan applications. Feedback highlights their strong technological expertise and effective project management, while suggesting an increase in team capacity could enhance their services.
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$50,000+Undisclosed10 - 49Auckland, New Zealand
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Greenstone Software Corporation is a Product Design company. The Auckland, New Zealand-based agency was founded in 2022. Their services include Product Design and Custom Software Development.
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UndisclosedUndisclosed2 - 9Gainesville, FL
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Depot Analytics, an artificial intelligence development company, provide Artificial Intelligence and AI Consulting. They were founded in 2022.
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$1,000+$25 - $49 / hr10 - 49Thiruvananthapuram, India
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Cheshire TechCorp., an AI Consulting company, was established in 2023. Located in Calgary, Canada and Thiruvananthapuram, India, the team focuses on AI Consulting and Artificial Intelligence.
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$250,000+$25 - $49 / hr2 - 9
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BIG VIEW AI is a Generative AI company. Launched in 2019, the agency is in Kyiv, Ukraine and Washington, District of Columbia. Their team specializes in Generative AI and Business Consulting.
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UndisclosedUndisclosed250 - 999Houston, TX
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AutomationEdge is a Generative AI company. They were launched in 2015, and their services include Generative AI and Artificial Intelligence.
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List of the Best Artificial Intelligence Companies
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$50,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
37/40.019.8/20 Reviews10/10 Clients & Experience7.2/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$50 - $99 / hr50 - 249Poznań, Poland
Ability to deliver
36.5/40.019.4/20 Reviews10/10 Clients & Experience7/10 Market PresenceService focus
50% AI Development50% Other -
$50,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
36/40.018.8/20 Reviews10/10 Clients & Experience7.2/10 Market PresenceService focus
80% AI Development20% Other -
$25,000+< $25 / hr250 - 999Gurugram, India
Ability to deliver
35.9/40.020/20 Reviews10/10 Clients & Experience5.9/10 Market PresenceService focus
50% AI Development50% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
35.7/40.019.2/20 Reviews10/10 Clients & Experience6.5/10 Market PresenceService focus
80% AI Development20% Other -
$75,000+Undisclosed250 - 999Charlotte, NC
Ability to deliver
35.5/40.020/20 Reviews10/10 Clients & Experience5.5/10 Market PresenceService focus
35% AI Development65% Other -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
35.4/40.019.2/20 Reviews10/10 Clients & Experience6.2/10 Market PresenceService focus
80% AI Development20% Other -
$25,000+$25 - $49 / hr250 - 999White Plains, NY
Ability to deliver
36/40.020/20 Reviews10/10 Clients & Experience6/10 Market PresenceService focus
30% AI Development70% Other -
$1,000+$25 - $49 / hr50 - 249Ahmedabad, India
Ability to deliver
35/40.020/20 Reviews10/10 Clients & Experience5/10 Market PresenceService focus
60% AI Development40% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
35/40.019.8/20 Reviews10/10 Clients & Experience5.2/10 Market PresenceService focus
60% AI Development40% Other -
$50,000+$200 - $300 / hr10 - 49Fishers, IN
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
30% AI Development70% Other -
$10,000+$25 - $49 / hr250 - 999San Francisco, CA
Ability to deliver
38.7/40.020/20 Reviews10/10 Clients & Experience8.7/10 Market PresenceService focus
20% AI Development80% Other -
$5,000+$25 - $49 / hr50 - 249Jaipur, India
Ability to deliver
34.8/40.018.8/20 Reviews10/10 Clients & Experience6/10 Market PresenceService focus
50% AI Development50% Other -
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FL
Ability to deliver
36.6/40.020/20 Reviews10/10 Clients & Experience6.6/10 Market PresenceService focus
20% AI Development80% Other -
$25,000+< $25 / hr250 - 999Ahmedabad, India
Ability to deliver
37/40.019.6/20 Reviews10/10 Clients & Experience7.4/10 Market PresenceService focus
25% AI Development75% Other -
$10,000+$25 - $49 / hr250 - 999Reston, VA
Ability to deliver
34.5/40.018/20 Reviews10/10 Clients & Experience6.5/10 Market PresenceService focus
60% AI Development40% Other -
$5,000+$50 - $99 / hr50 - 249Miami, FL
Ability to deliver
35.5/40.018.4/20 Reviews10/10 Clients & Experience7.1/10 Market PresenceService focus
45% AI Development55% Other -
$10,000+$25 - $49 / hr250 - 999Rzeszów, Poland
Ability to deliver
35.4/40.019/20 Reviews10/10 Clients & Experience6.4/10 Market PresenceService focus
30% AI Development70% Other -
$10,000+$50 - $99 / hr50 - 249Toronto, Canada
Ability to deliver
35.3/40.018.8/20 Reviews10/10 Clients & Experience6.5/10 Market PresenceService focus
45% AI Development55% Other -
$100,000+$50 - $99 / hr250 - 999Cluj-Napoca, Romania
Ability to deliver
34.1/40.018.4/20 Reviews10/10 Clients & Experience5.7/10 Market PresenceService focus
65% AI Development35% Other -
$25,000+$25 - $49 / hr250 - 999Dallas, TX
Ability to deliver
34.1/40.018.8/20 Reviews10/10 Clients & Experience5.3/10 Market PresenceService focus
50% AI Development50% Other -
$5,000+$25 - $49 / hr250 - 999Frisco, TX
Ability to deliver
34.1/40.018/20 Reviews10/10 Clients & Experience6.1/10 Market PresenceService focus
50% AI Development50% Other -
$50,000+$25 - $49 / hr50 - 249Buenos Aires, Argentina
Ability to deliver
36/40.020/20 Reviews9.8/10 Clients & Experience6.2/10 Market PresenceService focus
40% AI Development60% Other -
$50,000+$25 - $49 / hr250 - 999Warszawa, Poland
Ability to deliver
33.8/40.017.6/20 Reviews10/10 Clients & Experience6.2/10 Market PresenceService focus
40% AI Development60% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
33.8/40.017.6/20 Reviews10/10 Clients & Experience6.2/10 Market PresenceService focus
100% AI Development -
$10,000+$50 - $99 / hr10 - 49Lewes, DE
Ability to deliver
33.8/40.018.8/20 Reviews10/10 Clients & Experience5/10 Market PresenceService focus
80% AI Development20% Other -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
33.7/40.017.8/20 Reviews9.6/10 Clients & Experience6.3/10 Market PresenceService focus
35% AI Development65% Other -
$25,000+$25 - $49 / hr50 - 249Sarasota, FL
Ability to deliver
35.6/40.020/20 Reviews10/10 Clients & Experience5.6/10 Market PresenceService focus
40% AI Development60% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
33.5/40.018/20 Reviews10/10 Clients & Experience5.5/10 Market PresenceService focus
70% AI Development30% Other -
$5,000+$25 - $49 / hr250 - 999Jaipur, India
Ability to deliver
37.4/40.020/20 Reviews10/10 Clients & Experience7.4/10 Market PresenceService focus
20% AI Development80% Other
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.