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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$1,000+$25 - $49 / hr10 - 49
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Octarnal is a custom software development firm established in 2026. The team specializes in Custom Software Development and Web Development.
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$1,000+$50 - $99 / hr10 - 49
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API Development company Code N Clicks IT Solutions was founded in 2024. The company specializes in API Development and Custom Software Development, and is small.
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$1,000+$25 - $49 / hr10 - 49Dhaka, Bangladesh
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Apptitive is a custom software development company. The team provides Custom Software Development and IT staff augmentation, and the firm is based in Dhaka, Bangladesh.
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$5,000+$25 - $49 / hr10 - 49
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StackX, a software development company, is in Singapore, Singapore and Thành phố Hồ Chí Minh, Vietnam. Their services include Custom Software Development and IT staff augmentation.
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$25,000+$150 - $199 / hr10 - 49Austin, TX
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YMI Digital LLC is a custom software development firm. Their team is located in Austin, Texas. The agency offers Custom Software Development and UX/UI Design.
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$5,000+$25 - $49 / hr10 - 49
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Vipra Software Private Limited, a big data analytics company, was established in 2023. The company focuses on BI & big data consulting & SI and cloud consulting & SI, and is small.
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UndisclosedUndisclosed50 - 249Irving, TX
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ADEPT TALENT ACQUISITION, an artificial intelligence firm, focus on Artificial Intelligence and cloud consulting & SI. They were established in 1998.
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UndisclosedUndisclosed50 - 249Brasília , Brazil
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Established in 2009, TIT Consultoria & Serviços is a software development company. The firm offers Custom Software Development and Artificial Intelligence, and is midsize.
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UndisclosedUndisclosed50 - 249San Diego, CA
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VetsEZ is a cloud consulting & SI company. The company is headquartered in San Diego, California. Their services include cloud consulting & SI and IT managed services.
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UndisclosedUndisclosed50 - 249San Ramon, CA
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DataPattern, a cloud consulting & SI company, was established in 2019. The agency offers cloud consulting & SI and Cybersecurity.
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UndisclosedUndisclosed50 - 249San Jose, CA
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Serviceaide, Inc is an IT managed services company. The San Jose, California-based company specializes in IT managed services and Artificial Intelligence.
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$5,000+< $25 / hr50 - 249
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Docudigital Solutions Private Limited is a midsize Avadi, India-based Document Digitization & Management company. The team provides Document Digitization & Management and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Bangkok, Thailand
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Midsize IT strategy consulting company iCONEXT.CO.,LTD, is based in Bangkok, Thailand. Their services include IT strategy consulting and BI & big data consulting & SI.
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UndisclosedUndisclosedFreelancer
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Übermensch Consulting, a small software development company, is located in North Adams, Massachusetts. The team specializes in Custom Software Development and Artificial Intelligence.
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UndisclosedUndisclosedFreelancerHadley, MA
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In Hadley, Massachusetts, Blumenstiel Data Science is a Market Research company. They provide Market Research and BI & big data consulting & SI and were founded in 2022.
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UndisclosedUndisclosedFreelancerLas Rozas de Madrid, Spain
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Keron Data is a business intelligence company. Established in 2017, the firm is located in Las Rozas de Madrid, Spain. Their team offers BI & big data consulting & SI and Artificial Intelligence.
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Undisclosed$25 - $49 / hrFreelancerKarachi, Pakistan
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Algothramic'X is a software development company. They focus on Custom Software Development and Web Development and were launched in 2023.
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UndisclosedUndisclosedFreelancerOakville, Canada
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Vandelay Enterprises is a Low/No Code Development company. They were established in 1997 and offer Low/No Code Development and Artificial Intelligence.
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Undisclosed$25 - $49 / hrFreelancer
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Headquartered in İzmir, Türkiye, NeoMikro is a Product Design company. The team provides Product Design and IoT development.
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Undisclosed$100 - $149 / hrFreelancer
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Headquartered in Aarhus, Denmark, LINJERUM agency is a website development firm. The team provides Web Development and Custom Software Development.
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$25,000+Undisclosed50 - 249
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Austin App Devs, an app development firm, is in Austin, Texas. They provide Mobile App Development and UX/UI Design and were launched in 2023.
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$1,000+Undisclosed2 - 9Dawsonville, GA
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Aplos AI is an AI Agents company. Established in 2024, the company is located in Dawsonville, Georgia. Their team offers AI Agents and CRM consulting and SI.
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UndisclosedUndisclosed2 - 9Herndon, VA
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Eifer Corp, a small artificial intelligence company, is based in Herndon, Virginia. The team focuses on Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9
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Financial Consulting company Beltran Advisors LLC was established in 2020. The firm focuses on Financial Consulting and Artificial Intelligence, and is small.
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UndisclosedUndisclosed2 - 9Dallas, TX
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Annotation Labs is a Transcription company headquartered in Dallas, Texas. The team focuses on Transcription and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9
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CDO by AlphaConverge is an AI development company. They are headquartered in Las Vegas, Nevada and have small team. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Newark, DE
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Gigus, a website development company, focus on Web Development and Mobile App Development. They were established in 2019.
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UndisclosedUndisclosed2 - 9Middletown, DE
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THEFINANSOL, a small big data analytics company, is located in Middletown, Delaware. Their services include BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Barcelona, Spain
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Established in 2021, The Next Cartel is a small Barcelona, Spain-based branding firm. Their team provides Branding and Market Research.
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UndisclosedUndisclosed2 - 9
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Data Business AI is a small Lyon, France-based data analytics company. The team provides BI & big data consulting & SI and Artificial Intelligence.
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UndisclosedUndisclosed2 - 9Manchester, England
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Agile Automations Ltd. Is a Robotics Process Automation company. Launched in 2015, the team provides Robotics Process Automation and Artificial Intelligence. The firm is in Manchester, England.
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UndisclosedUndisclosed2 - 9San Francisco, CA
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Located in San Francisco, California and New York City, New York, Pantima Inc. Is a small Data Annotation Services company. Their services include Data Annotation Services and Artificial
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UndisclosedUndisclosed2 - 9Los Angeles, CA
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Seena AI is an AI Consulting company. They are located in Los Angeles, California, and their services include AI Consulting and BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9Tempe, AZ
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AI firm 6thlabs focuses on Artificial Intelligence and BI & big data consulting & SI. They were launched in 2023.
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UndisclosedUndisclosed2 - 9
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Smirta Innovations Inc is an artificial intelligence development company. Located in Holmdel, New Jersey, the team provides Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Minneapolis, MN
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Chi's Research Corporation is a Minneapolis, Minnesota-based artificial intelligence company. Established in 1997, the team offers Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed2 - 9Edinburgh, Scotland
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Launched in 2019, Nelus AI is an AI company. The team focuses on Artificial Intelligence and Application Management & Support.
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UndisclosedUndisclosed2 - 9
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Robosystems Ltd, an AI company, was launched in 2022. They offers Artificial Intelligence and Engineering.
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$1,000+< $25 / hr2 - 9
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Become Digital Today is a small Philippines-based Advertising company. The team provides Advertising and Artificial Intelligence.
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Undisclosed$25 - $49 / hrFreelancerHouston, TX
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Buxykay SEO Services is a small SEO company. They specialize in Search Engine Optimization and Content Marketing and were established in 2023.
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$5,000+$25 - $49 / hrFreelancer
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Based in Tallin, Estonia, PonteFuerte AI is an IT strategy consulting company. They specialize in IT strategy consulting and IT managed services.
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$1,000+$50 - $99 / hr10 - 49
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Kumonix is a cloud consulting & SI company. The London, England-based company was established in 2025. Their services include cloud consulting & SI and IT managed services.
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$1,000+$150 - $199 / hr2 - 9Surry Hills, Australia
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Located in Surry Hills, Australia, internacious is a small IT managed services company. The team focuses on IT managed services and IT strategy consulting.
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$1,000+$100 - $149 / hr2 - 9
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Founded in 2023, Copurpose Brand + Strategy is a small Syracuse, New York-based Marketing Strategy company. Their services include Marketing Strategy and Branding.
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$1,000+< $25 / hr2 - 9
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Custom software development firm CodeLoop is located in Sarajevo, Bosnia and Herzegovina. Their services include Custom Software Development and Mobile App Development.
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$10,000+$25 - $49 / hr2 - 9
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Located in Calgary, Canada, EliteForce Tech Ltd. Is an application development firm. They focus on Mobile App Development and Web Development.
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$1,000+$25 - $49 / hr2 - 9
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Oasis Techno Cloud, an ERP consulting and SI company, was founded in 2024. The agency focuses on ERP consulting and SI and Custom Software Development, and is small.
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UndisclosedUndisclosed2 - 9Topsfield, MA
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AGI Beacon is an IT strategy consulting company. They provide IT strategy consulting and Cybersecurity and were established in 2024. The company is based in Topsfield, Massachusetts.
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$1,000+$50 - $99 / hr2 - 9
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Compai Consulting is an AI Agents company. Based in Medellín, Colombia, the company was founded in 2025. Their team offers AI Agents and Custom Software Development.
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Undisclosed$50 - $99 / hr2 - 9
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LakeTab is a big data analytics company. Their small team is headquartered in Cornellà de Llobregat, Spain. Their services include BI & big data consulting & SI and Custom Software Development.
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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.
Every review on Clutch undergoes a rigorous, human-led verification process to make sure it’s valid. Our team of specialists confirms the identity of each reviewer, ensures the project is legitimate, and only publishes reviews that meet our strict criteria.
Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.
We evaluate service providers using a structured methodology that combines:
- In-depth client interviews and ratings
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This data powers tools like the Leaders Matrix, which helps you compare agencies directly. Our research team curates rankings by weighing verified reviews most heavily, so the most trusted and experienced providers rise to the top.
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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
Ability to deliver
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
Ability to deliver
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 - 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 -
$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 -
$25,000+$25 - $49 / hr250 - 999White Plains, NY
Ability to deliver
39.5/40.019.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development30% Machine Learning70% 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
Ability to deliver
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 -
$25,000+$25 - $49 / hr1,000 - 9,999Corte Madera, CA
Ability to deliver
37.3/40.017.8/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
15% AI Development40% Machine Learning85% 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.