Top Machine Learning Companies
Machine learning companies build, train, and deploy custom AI models that help businesses predict outcomes, automate decisions, and find patterns in their data. Typical engagements include data preparation and pipeline setup, custom model development — for predictive analytics, recommendation engines, computer vision, or natural language processing — MLOps to deploy and monitor models in production, and integration of pre-trained or foundation models into existing products. The strongest providers pair data science with software engineering and real domain knowledge, so a model doesn't just work in a notebook; it holds up in production.
Machine learning is one specialization within the broader AI category on Clutch, alongside natural language processing, chatbots and conversational AI, computer vision, and cognitive computing — and many firms here span several of these. Some focus on regulated, high-stakes domains such as healthcare or finance, where compliance (HIPAA, SOC 2, GDPR) and data security matter as much as model accuracy. Use the filters above for industry, location, budget, and client rating to narrow to providers with a track record in your sector.
Pricing spans a wide range. Among the firms listed here, minimum project sizes run from about $1,000 to $75,000+, with hourly rates from $25 to $199 — $50–$99/hr is the most common band. As a rough guide, a proof-of-concept often starts near $10,000, while enterprise-grade model development can reach $250,000+.
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$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FLServices provided
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See all 88 projectsSimform is a versatile software development company specializing in mobile app development, web application enhancements, and software modernization. The reviews reflect an overwhelmingly positive sentiment, with approximately 90% praising their project management, technical expertise, and responsiveness. Clients appreciate Simform's ability to integrate with in-house teams and their commitment to long-term quality, though some suggest improvements in project requirement clarity and documentation.
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UndisclosedUndisclosed250 - 999New York, NY
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Founded in 2012, Monocept is an Advertising company. In New York, New York, the team specializes in Advertising and cloud consulting & SI.
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UndisclosedUndisclosed250 - 999San Diego, CA
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Artificial intelligence company Integrant, Inc. Is located in San Diego, California. They focus on Artificial Intelligence and Application Testing and were established in 1992.
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UndisclosedUndisclosed250 - 999Madrid, Spain
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IT managed services company SOAINT offers IT managed services and Robotics Process Automation. They are located in Madrid, Spain and Bogotá, Colombia.
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UndisclosedUndisclosed250 - 999Jersey City, NJ
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Chain IQ Group AG is a Business Consulting company founded in 2013. Their team provides Business Consulting and Robotics Process Automation.
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UndisclosedUndisclosed250 - 999Warszawa, Poland
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Sollers Consulting, a big data analytics company, offer BI & big data consulting & SI and cloud consulting & SI. They were founded in 2000.
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UndisclosedUndisclosed250 - 999Paris, France
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IT strategy consulting company Smartpoint was established in 2006. The firm focuses on IT strategy consulting and BI & big data consulting & SI.
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UndisclosedUndisclosed250 - 999Columbus, OH
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Immuta is a Columbus, Ohio-based IT strategy consulting company. Established in 2015, the team specializes in IT strategy consulting and BI & big data consulting & SI.
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UndisclosedUndisclosed250 - 999Reston, VA
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Apptad Inc. Is a midsize IT strategy consulting company in Reston, Virginia. The team provides IT strategy consulting and BI & big data consulting & SI.
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UndisclosedUndisclosed250 - 999San Francisco, CA
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Amplitude is a big data company founded in 2012. In San Francisco, California, the team offers BI & big data consulting & SI and Application Testing.
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UndisclosedUndisclosed250 - 999Irving, TX
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Based in Irving, Texas and Hyderabad, India, Newt Global is a cloud consulting & SI company. They specialize in cloud consulting & SI and IT strategy consulting and were founded in 2004.
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UndisclosedUndisclosed250 - 999London, England
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Big data analytics company Factspan is based in London, England and Seattle, Washington. Founded in 2012, the team offers BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed250 - 999London, England
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Qodea, a big data analytics company, was launched in 2009. They provides BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosed250 - 999Cincinnati, OH
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Software development firm Kinetic Vision was established in 1988. The team specializes in Custom Software Development and AR/VR development.
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UndisclosedUndisclosed250 - 999San Mateo, CA
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BrightEdge is a SEO company. Launched in 2007, the firm is in San Mateo, California. Their team provides Search Engine Optimization and Content Marketing.
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UndisclosedUndisclosed250 - 999Bellevue, NE
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Dark Wolf Solutions is a Digital Strategy company. The firm is headquartered in Bellevue, Nebraska and Herndon, Virginia. Their services include Digital Strategy and Cybersecurity.
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UndisclosedUndisclosed250 - 999Frisco, TX
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Elixirr Digital is a midsize social media marketing firm in Frisco, Texas and Colchester, England. The team specializes in Social Media Marketing and Email Marketing.
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UndisclosedUndisclosed250 - 999Svendborg, Denmark
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Established in 1995, Danoffice IT, a midsize cloud consulting & SI company, is headquartered in Svendborg, Denmark. Their services include cloud consulting & SI and Cybersecurity.
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UndisclosedUndisclosed250 - 999Rio de Janeiro, Brazil
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Ímpar is a Digital Strategy company. The team is in Rio de Janeiro, Brazil and Sao Paulo, Brazil, and their services include Digital Strategy and unified communications consulting & SI.
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UndisclosedUndisclosed250 - 999Bern, Switzerland
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Isolutions AG, an IT strategy consulting company, is based in Bern, Switzerland and Kloten, Switzerland. They provide IT strategy consulting and cloud consulting & SI.
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UndisclosedUndisclosed250 - 999Covina, CA
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CUJO AI® is a Cybersecurity company. The Covina, California-based team focuses on Cybersecurity and BI & big data consulting & SI.
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UndisclosedUndisclosed250 - 999Columbia, MD
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Digital Strategy company Voyatek is headquartered in Columbia, Maryland. Their services include Digital Strategy and cloud consulting & SI.
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$1,000+$25 - $49 / hr250 - 999
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IT strategy consulting company Prime Source Innovations is headquartered in Almaty, Kazakhstan. The team provides IT strategy consulting and Custom Software Development.
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$25,000+Undisclosed10 - 49Blue Bell, PA
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Green Leaf Consulting Group is a Blue Bell, Pennsylvania-based big data company. The team specializes in BI & big data consulting & SI and cloud consulting & SI.
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$1,000+UndisclosedFreelancerLondon, England
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Based in London, England, Dothex Ltd is an IoT development company. The team offers IoT development and Custom Software Development.
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UndisclosedUndisclosed2 - 9Jena, Germany
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Epicinsights is an AI company. The Jena, Germany-based company specializes in Artificial Intelligence and AI Consulting.
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$1,000+$100 - $149 / hr2 - 9Bogotá, Colombia
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MarketBiz AI Developer Team is an AI development company. They were established in 2024 and specialize in Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9
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EcoSUB Robotics Ltd is a Bracebridge, England-based AI firm. The team specializes in Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Welwyn Garden City, England
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Founded in 2009, TM Robotics is an AI firm. The team provides Artificial Intelligence and AI Consulting and is located in Welwyn Garden City, England.
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UndisclosedUndisclosed2 - 9Melbourne, Australia
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Launched in 1997, AOS is an artificial intelligence firm. The team provides Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9
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AlphaRail is an AI development company established in 2019. The agency provides Artificial Intelligence and Custom Software Development, and is small.
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UndisclosedUndisclosed2 - 9Hyderabad, India
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Founded in 2018, BotShark, a small artificial intelligence development company, is in Huntsville, Alabama and Hyderabad, India. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Chicago, IL
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Generative AI company Magick AI is located in Chicago, Illinois. Launched in 2024, the team specializes in Generative AI.
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$1,000+$50 - $99 / hr10 - 49San Francisco, CA
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Ryze AI is a San Francisco, California-based PPC company. They focus on Pay Per Click and Search Engine Optimization and were founded in 2025.
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$5,000+$25 - $49 / hr2 - 9Medellín, Colombia
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Based in Medellín, Colombia, ICRA is a software development firm. The team provides Custom Software Development and IoT development.
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$1,000+$100 - $149 / hr50 - 249
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See all 1 projectsOGO Technology is a forward-thinking AI and software development company dedicated to empowering startups, entrepreneurs, and enterprises with innovative, scalable, and results-driven digital
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UndisclosedUndisclosed50 - 249Austin, TX
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Established in 2013, CognitiveScale is an AI firm. The team focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Fishers, IN
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ClearObject, an IoT development company, was launched in 2010. The team focuses on IoT development and Artificial Intelligence and is based in Fishers, Indiana.
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UndisclosedUndisclosed50 - 249Montréal, Canada
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Gtechna, a software development firm, is located in Montréal, Canada. They focus on Custom Software Development and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Montreal, Canada
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Founded in 2002, Nu Echo Inc. Is an AI company. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Glasgow , Scotland
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Software development company and AI firm encompass is in Glasgow , Scotland. They focus on Custom Software Development and Artificial Intelligence and were founded in 2012.
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UndisclosedUndisclosed50 - 249Bristol, England
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FiveAI is an artificial intelligence development company. They specialize in Artificial Intelligence and AI Consulting and were established in 2015.
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UndisclosedUndisclosed50 - 249London, England
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AI development company DigitalGenius was founded in 2013. The team offers Artificial Intelligence and AI Consulting and is headquartered in London, England.
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UndisclosedUndisclosed50 - 249Atlanta, GA
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SoftWear Automation, Inc is an artificial intelligence firm. Headquartered in Atlanta, Georgia, their midsize team provides Artificial Intelligence and AI Consulting. The company was launched in
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UndisclosedUndisclosed50 - 249Round Rock, TX
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Sisu is a Round Rock, Texas-based AI development company. Their services include Artificial Intelligence and AI Consulting.
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$1,000+< $25 / hr50 - 249Karur, India
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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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UndisclosedUndisclosed50 - 249Vancouver, Canada
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Midsize AR/VR development and artificial intelligence firm Virtro Technology, is located in Vancouver, Canada. The team specializes in AR/VR development and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249
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AR/VR development and AI firm 1X was launched in 2014. The team offers AR/VR development and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249
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Aitheon is a custom software development company. Established in 2017, their team focuses on Custom Software Development and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Bethlehem, PA
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Established in 2001, i&i Software, Inc is a big data company. The team provides BI & big data consulting & SI and cloud consulting & SI.
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UndisclosedUndisclosedFreelancerSeattle, WA
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Many Doors is an AI development company. Founded in 2009, the firm is in Seattle, Washington. Their services include Artificial Intelligence and AI Consulting.
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Get My MatchesWhy Trust Clutch
At Clutch, we believe trust is the foundation of every business relationship. Our mission is to help buyers make confident, data-backed decisions informed by real client experiences.
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List of the Top 15 Machine Learning Consultants
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$25,000+< $25 / hr250 - 999Ahmedabad, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development55% Machine Learning70% Other -
$25,000+$25 - $49 / hr1,000 - 9,999Boca Raton, FL
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39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
25% AI Development30% Machine Learning75% Other -
$25,000+$25 - $49 / hr250 - 999Kropyvnytskyi, Ukraine
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38.9/40.019.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
35% AI Development45% Machine Learning65% Other -
$75,000+Undisclosed250 - 999Charlotte, NC
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
35% AI Development40% Machine Learning65% Other -
$10,000+$25 - $49 / hr250 - 999Rzeszów, Poland
Ability to deliver
39.1/40.019.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
30% AI Development45% Machine Learning70% Other -
$50,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
80% AI Development30% Machine Learning20% Other -
$50,000+$50 - $99 / hr250 - 999London, England
Ability to deliver
37.5/40.018.2/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
50% AI Development45% Machine Learning50% Other -
$25,000+$50 - $99 / hr250 - 999San Ġiljan, Malta
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
25% AI Development40% Machine Learning75% Other -
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FL
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
20% AI Development25% Machine Learning80% Other -
$1,000+$25 - $49 / hr50 - 249Ahmedabad, India
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
60% AI Development45% Machine Learning40% 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 Development30% Machine Learning70% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.7/40.019.8/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
50% AI Development50% Machine Learning50% Other -
$10,000+$25 - $49 / hr250 - 999Sahibzada Ajit Singh Nagar, India
Ability to deliver
36.9/40.017.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development100% Machine Learning70% Other -
$50,000+$300+ / hr250 - 999Austin, TX
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36.6/40.016.6/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
35% AI Development45% Machine Learning65% Other -
$50,000+$50 - $99 / hr250 - 999Miami, FL
Ability to deliver
39.1/40.020/20 Reviews10/10 Clients & Experience9.1/10 Market PresenceService focus
15% AI Development50% Machine Learning85% Other -
$25,000+$25 - $49 / hr50 - 249Ahmedabad, India
Ability to deliver
37.4/40.017.4/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
40% AI Development100% Machine Learning60% Other -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
37.1/40.017.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
90% AI Development40% Machine Learning10% Other -
$100,000+$50 - $99 / hr1,000 - 9,999Malmö, Sweden
Ability to deliver
36.1/40.016.2/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
31% AI Development35% Machine Learning69% Other -
$5,000+$25 - $49 / hr50 - 249
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
40% AI Development45% Machine Learning60% Other -
$10,000+$50 - $99 / hr50 - 249Warszawa, Poland
Ability to deliver
37.1/40.017.4/20 Reviews9.9/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development60% Machine Learning20% Other -
$1,000+$25 - $49 / hr1,000 - 9,999London, England
Ability to deliver
38/40.018.6/20 Reviews9.6/10 Clients & Experience9.8/10 Market PresenceService focus
35% AI Development25% Machine Learning65% Other -
$50,000+$50 - $99 / hr1,000 - 9,999London, England
Ability to deliver
36/40.018.8/20 Reviews9.7/10 Clients & Experience7.5/10 Market PresenceService focus
35% AI Development35% Machine Learning65% Other -
$50,000+$50 - $99 / hr1,000 - 9,999San Francisco, CA
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Development30% Machine Learning90% Other -
$50,000+$50 - $99 / hr1,000 - 9,999New York, NY
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
20% AI Development20% Machine Learning80% Other -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
38.7/40.019/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development30% Machine Learning70% Other -
$25,000+< $25 / hr250 - 999Gurugram, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
55% AI Development20% Machine Learning45% Other -
$25,000+$100 - $149 / hr50 - 249Los Angeles, CA
Ability to deliver
37/40.018.4/20 Reviews10/10 Clients & Experience8.6/10 Market PresenceService focus
35% AI Development70% Machine Learning65% Other -
$25,000+$25 - $49 / hr50 - 249L'viv, Ukraine
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
30% AI Development50% Machine Learning70% Other -
$25,000+$25 - $49 / hr250 - 999
Ability to deliver
35.9/40.016/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
30% AI Development50% Machine Learning70% Other -
$25,000+$50 - $99 / hr50 - 249Dubai, United Arab Emirates
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
40% AI Development40% Machine Learning60% Other
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Machine Learning Company FAQs
Looking for a machine learning 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 a machine learning company, from pricing and services to results and red flags.
Clutch features AI firms building data-driven automation and decision-making models based on a proprietary methodology. The top machine learning companies for 2026 include:
Look for five things: relevant domain and data experience (have they solved problems like yours, on data like yours); verified reviews with measurable ML outcomes, not just generic praise; a production / MLOps track record rather than prototypes that never shipped; a clear data-security and compliance posture; and explicit IP and data-ownership terms. Clutch profiles surface verified reviews, project sizes, hourly rates, and industry focus so you can screen on each of these before you shortlist.
It depends on your industry, but reputable providers can work to SOC 2, GDPR, and/or HIPAA requirements, with end-to-end data encryption, secure model-training environments, and clear intellectual-property and data-ownership clauses in the contract. If you operate in healthcare, finance, or another regulated sector, confirm the specific certifications and ask how the vendor handles your data during training before signing.
Onboarding — establishing secure data pipelines, signing NDAs, and aligning on scope and MLOps infrastructure — typically takes around 4 to 8 weeks. The full timeline for a custom model varies widely with how clean and ready your data is; data preparation is frequently the longest phase, so providers that scope it carefully up front tend to deliver more predictably.
Every provider here goes through Clutch's verification process — confirming business registration, legal history, and client feedback, including direct client interviews. To narrow by geography, use the location filter or browse city-level rankings (for example, machine learning companies in Chicago, Denver, or Los Angeles) — though most ML work is delivered remotely, so weigh specialization and reviews alongside location.
Among the firms listed here, minimum project sizes range from about $1,000 to $75,000+, with hourly rates most commonly $50–$99 (the full range runs $25–$199, and some firms quote per-project rather than hourly). As a rough guide, a proof-of-concept often starts near $10,000, while enterprise-grade, production-scale model development can reach $250,000 or more. The biggest cost drivers are how ready your data is, how complex the model is, whether you need MLOps and ongoing monitoring, and how deeply the model must integrate with your existing systems.
Often, yes — just not always as a fully custom, from-scratch model. Below roughly $25,000, the practical path is usually integrating pre-trained or foundation-model APIs and managed services rather than training a bespoke model, and a boutique consultant can stand up that kind of integration for a fraction of a custom build. Use the minimum project size filter to find providers that work at your budget, and be clear with them about whether you need a custom model or a smart integration of existing ones.