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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+.

Ratings Updated: September 25, 2026
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10,346 Companies

AI Expertise: Machine Learning

List of the Top Machine Learning Consultants

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    Simform Logotype

    Simform

    4.8 88 reviews
    Premier Verified Clutch Guarantee
    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Orlando, FL

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    10% CRM Consulting and SI +5
    10% Custom Software Development
    10% E-Commerce Development
    10% ERP Consulting and SI
    10% Enterprise App Modernization
    10% Mobile App Development

    Focus Areas

    25% Machine Learning
    25% Chatbots & Conversational AI
    15% AI Recommendation Systems +3
    15% Computer Vision
    10% Natural Language Processing
    10% Voice and Speech Recognition

    Simform 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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    Reviews mention Open to feedback

    Simform has received positive feedback regarding its openness to feedback and adaptability throughout various projects. Clients consistently noted the team's responsiveness and willingness to adjust to changing requirements. For instance, one client highlighted Simform's ability to implement changes quickly and effectively during development. Another client commended their proactive communication and structured approach, which fostered transparency and accountability. Overall, the sentiment reflects a strong commitment to client satisfaction and collaborative problem-solving.
    • Web Development for Cookbook Design Company
      5.0 May 6, 2022

      Simform is extremely professional and very easy to work with. They meet deadlines, are very communicative and super respectful of the client and their needs. I find them very professional and easy to work with. They are always open to new projects and ideas. They work well with a team.

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    2 of 3 reviews are 5 stars
    $50,000 – $199,999 avg. project cost

    Reviewed 3 times in the past 6 months

    Simform has received positive feedback from clients over the past six months, highlighting their collaborative approach and strong communication practices. Clients noted their effective project management and timely delivery, despite some challenges with evolving requirements. One client praised Simform for their dedication to understanding project needs, while another emphasized their attention to detail. Overall, clients appreciate Simform's commitment to quality and partnership, viewing them as a strategic ally in achieving long-term goals.
    Read 3 Recent Reviews
    0 of 2 Machine Learning reviews are 5 stars
    1 new review for Machine Learning in past 6 months
    $200,000 – $999,999 avg. project cost

    Machine Learning Experience

    Simform has received predominantly positive feedback in their Machine Learning service engagements, with clients highlighting their expertise in AI integration and data processing. Notably, 90% of reviews commend their responsiveness and the quality of deliverables. Clients appreciate their flexible approach and commitment to aligning with changing project requirements. However, some feedback suggests that initial requirement gathering could be improved to avoid delays. Overall, Simform is recognized for enhancing client offerings and driving business success through intelligent solutions.

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    Industry Experience

    Simform has received positive feedback across various industries, particularly in Education, Hospitality, Information Technology, and Business Services. Clients appreciate their technical expertise, project management skills, and ability to deliver timely results, with notable successes in mobile and web app development. In Education, they modernized registration platforms, while in Hospitality, they created a health and wellness app. Overall, Simform's strengths lie in their adaptability, effective communication, and a collaborative approach, making them a strong choice for clients in diverse sectors seeking innovative development solutions.

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    Select Industry to see insights

    Utilities eCommerce Logistics & Supply Chain Wellness & Fitness Agriculture Media Consulting Human Resources Other industries Construction Legal Gaming Food & Beverages Other Industry Consumer Products Software Arts, entertainment & music Education Real estate Nonprofit Financial services Fitness Information technology Hospitality & leisure Advertising & marketing IT Services Healthcare Business services
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  • DBI Technologies Inc. Logotype

    DBI Technologies Inc.

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% Generative AI
    15% API Development
    10% Content Moderation Services +6
    10% Custom Software Development
    10% Enterprise App Modernization
    10% Low/No Code Development
    10% Other Application Development
    10% Web Design
    5% Microservices Architecture Services

    Focus Areas

    30% Machine Learning
    40% Natural Language Processing
    30% Cognitive Computing

    DBI Technologies Inc., an Enterprise App Modernization company, was founded in 1996. The small team specializes in Enterprise App Modernization and Other Application Development.

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  • IT Services Company Logotype

    IT Services Company

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    10% AI Consulting
    10% AI Development
    10% Custom Software Development +7
    10% Cybersecurity
    10% DevOps Managed Services
    10% Generative AI
    10% IT Staff Augmentation
    10% IT Strategy Consulting
    10% Mobile App Development
    10% Web Development

    Focus Areas

    15% Machine Learning
    30% Chatbots & Conversational AI
    25% AI Recommendation Systems +3
    10% Computer Vision
    10% Natural Language Processing
    10% Voice and Speech Recognition

    IT Services Company is a small IT strategy consulting company in Kozhikode, India and Dubai, United Arab Emirates. The team offers IT strategy consulting and Cybersecurity.

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  • VansSoftwareLab Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Kempton Park, South Africa

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Cybersecurity +2
    20% Mobile App Development
    20% Web Development

    Focus Areas

    25% Machine Learning
    25% Chatbots & Conversational AI
    10% AI Recommendation Systems +5
    10% Computer Vision
    10% Natural Language Processing
    10% Voice and Speech Recognition
    5% Cognitive Computing
    5% Robotics

    AI company VansSoftwareLab is based in Kempton Park, South Africa and Mochudi , Botswana. They specialize in Artificial Intelligence and Custom Software Development and were established in 2022.

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  • InCreandi Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    2 - 9
    Dnipro, Ukraine

    Services provided

    50% Product Design
    15% AI Development
    15% Custom Software Development +2
    10% AR/VR Development
    10% IoT Development

    Focus Areas

    30% Machine Learning
    55% Computer Vision
    5% Chatbots & Conversational AI +2
    5% Robotics
    5% Voice and Speech Recognition

    InCreandi is a Product Design company. Located in Dnipro, Ukraine, their team provides Product Design and Custom Software Development.

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  • LABAAP Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49
    Vega Baja, Puerto Rico

    Services provided

    10% AI Development
    10% AR/VR Development
    10% Blockchain +7
    10% Branding
    10% Custom Software Development
    10% Email Marketing
    10% Mobile App Development
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Web Development

    Focus Areas

    30% Machine Learning
    60% Chatbots & Conversational AI
    10% Natural Language Processing

    LABAAP is a small branding agency founded in 2024. Their services include Branding and Social Media Marketing.

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  • Xenova Labs Logotype

    Xenova Labs

    5.0 2 reviews
    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% IoT Development +2
    20% Mobile App Development
    20% Web Development

    Focus Areas

    35% Machine Learning
    35% Natural Language Processing
    30% Computer Vision

    A pioneering technology company founded in February 2017 by Migisha Murema Victor, a Rwandan tech entrepreneur with education from India. We specialize in web development, mobile

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  • NubesSoft Logotype

    Not yet reviewed

    $25,000+
    Undisclosed
    2 - 9
    Denver, CO

    Services provided

    15% AI Development
    15% Cloud Consulting & SI
    15% Custom Software Development +5
    15% Enterprise App Modernization
    15% Other Application Development
    15% Web Development
    5% IoT Development
    5% Mobile App Development

    Focus Areas

    40% Machine Learning
    40% Cognitive Computing
    20% Robotics

    NubesSoft is a software development firm. Their small team of employees is headquartered in Denver, Colorado. Their team specializes in Custom Software Development and Enterprise App Modernization.

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  • Value Added Tech Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Prague, Czech Republic

    Services provided

    25% AI Development
    25% Custom Software Development
    25% Mobile App Development +1
    25% Web Development

    Focus Areas

    30% Machine Learning
    100% Chatbots & Conversational AI
    30% Natural Language Processing +2
    20% Robotics
    10% Cognitive Computing

    Value Added Tech is a software development company established in 2021. The team offers Custom Software Development and Web Development and is headquartered in Prague, Czech Republic.

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  • Deepfai Inc. Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    2 - 9
    Naperville, IL

    Services provided

    15% AI Development
    15% E-Commerce Development
    10% AR/VR Development +7
    10% Application Management & Support
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Enterprise App Modernization
    10% Web Development
    5% Application Testing
    5% Mobile App Development

    Focus Areas

    40% Machine Learning
    30% Chatbots & Conversational AI
    30% Natural Language Processing

    Deepfai Inc. Is an e-commerce development firm. Established in 2021, the team focuses on E-Commerce Development and Artificial Intelligence. The company is headquartered in Naperville, Illinois.

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  • Tangibly OU Logotype

    Tangibly OU

    Not yet reviewed

    $50,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +2
    20% Custom Software Development
    20% Other IT Consulting and SI

    Focus Areas

    35% Machine Learning
    35% Natural Language Processing
    30% Cognitive Computing

    Based in Tallinn, Estonia, Tangibly OU is a data analytics company. They focus on BI & big data consulting & SI and cloud consulting & SI.

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  • Synacal Private Limited Logotype

    Synacal Private Limited

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    10% AI Consulting
    10% AI Development
    10% BI & Big Data Consulting & SI +14
    10% Cloud Consulting & SI
    10% Low/No Code Development
    10% Mobile App Development
    10% Web Design
    5% CRM Consulting and SI
    5% E-Commerce Development
    5% ERP Consulting and SI
    5% IT Strategy Consulting
    5% Robotics Process Automation
    1% Custom Software Development
    1% Enterprise App Modernization
    1% IT Staff Augmentation
    1% Other Application Development
    1% Web Development

    Focus Areas

    35% Machine Learning
    40% Natural Language Processing
    15% Cognitive Computing +1
    10% Chatbots & Conversational AI

    Synacal Private Limited, a big data company, specializes in BI & big data consulting & SI and cloud consulting & SI. The firm is in Colombo, Sri Lanka.

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  • Futino Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Hong Kong, Hong Kong

    Services provided

    25% Web Development
    20% Mobile App Development
    15% AI Development +3
    15% Generative AI
    15% Low/No Code Development
    10% Custom Software Development

    Focus Areas

    25% Machine Learning
    25% Natural Language Processing
    20% AI Recommendation Systems +2
    20% Chatbots & Conversational AI
    10% Voice and Speech Recognition

    Futino, a web development firm, was founded in 2023. The firm offers Web Development and Mobile App Development.

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  • Core Data Consultants Logotype

    Core Data Consultants

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    15% AI Development
    15% Data Annotation Services
    10% BI & Big Data Consulting & SI +6
    10% Computer Engineering
    10% Custom Software Development
    10% DevOps Managed Services
    10% IT Managed Services
    10% Low/No Code Development
    10% Web Design

    Focus Areas

    40% Machine Learning
    35% Natural Language Processing
    25% AI Recommendation Systems

    Core Data Consultants, a business intelligence company, was launched in 2024. The team provides BI & big data consulting & SI and IT managed services.

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  • Eleteria Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9
    Winnipeg, Canada

    Services provided

    20% Custom Software Development
    15% HR Outsourcing
    10% E-Commerce Development +6
    10% Ecommerce Marketing
    10% Generative AI
    10% IT Staff Augmentation
    10% Low/No Code Development
    10% Web Development
    5% Microservices Architecture Services

    Focus Areas

    45% Machine Learning
    40% Chatbots & Conversational AI
    15% AI Recommendation Systems

    Eleteria, a custom software development firm, was established in 2022. The company specializes in Custom Software Development and HR Outsourcing.

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  • DataTET Logotype

    DataTET

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% Business Consulting
    10% AI Consulting
    10% AI Development +6
    10% BI & Big Data Consulting & SI
    10% Custom Software Development
    10% Mobile App Development
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Focus Areas

    35% Machine Learning
    35% Natural Language Processing
    30% Chatbots & Conversational AI

    Business Consulting company DataTET is headquartered in Calgary, Canada. Founded in 2024, the team offers Business Consulting and Web Design.

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  • Cookie Jar Tech Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Kaunas, Lithuania

    Services provided

    35% AI Consulting
    35% IT Staff Augmentation
    30% Custom Software Development

    Focus Areas

    20% Machine Learning
    20% Chatbots & Conversational AI
    20% Computer Vision +2
    20% Natural Language Processing
    20% Voice and Speech Recognition

    Cookie Jar Tech is a small Kaunas, Lithuania-based IT staff augmentation company. The team specializes in IT staff augmentation and AI Consulting.

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  • harshita Tech Logotype

    harshita Tech

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Agents
    20% AI Development
    15% AI Consulting +7
    15% Generative AI
    5% E-Commerce Development
    5% Enterprise App Modernization
    5% UX/UI Design
    5% Video Production
    5% Web Design
    5% Web Development

    Focus Areas

    5% Machine Learning
    55% Chatbots & Conversational AI
    15% Voice and Speech Recognition +4
    10% AI Recommendation Systems
    5% Cognitive Computing
    5% Computer Vision
    5% Natural Language Processing

    Harshita Tech is an AI Agents company. Launched in 2024, the agency is based in Mandi, India. Their services include AI Agents and Artificial Intelligence.

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  • ZAZATEK AI SOFTWARE SOLUTIONS Logotype

    ZAZATEK AI SOFTWARE SOLUTIONS

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Blockchain
    20% Mobile App Development +2
    20% UX/UI Design
    20% Web Development

    Focus Areas

    35% Machine Learning
    35% Computer Vision
    30% Natural Language Processing

    ZAZATEK AI SOFTWARE SOLUTIONS, a small UX design agency, is in Chennai, India and Bangalore, India. Their services include UX/UI Design and Web Development.

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  • Infografts Logotype

    Infografts

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Content Moderation Services
    20% Content Writing Services +2
    20% Data Annotation Services
    20% Video Production

    Focus Areas

    35% Machine Learning
    35% Computer Vision
    30% Voice and Speech Recognition

    Launched in 2025, Infografts is a small video production company. Their services include Video Production and Artificial Intelligence.

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  • Orvion Logotype

    Orvion

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% Mobile App Development +2
    20% Product Design
    20% Web Development

    Focus Areas

    35% Machine Learning
    35% Computer Vision
    30% Natural Language Processing

    Orvion, a Product Design company, was launched in 2024. Located in Ahmedabad, India, the team provides Product Design and Web Development.

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  • Nordkood Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Helsinki, Finland

    Services provided

    40% Custom Software Development
    35% AI Consulting
    25% Other IT Consulting and SI

    Focus Areas

    20% Machine Learning
    60% Computer Vision
    20% Natural Language Processing

    Headquartered in Helsinki, Finland, Nordkood is a custom software development firm. They focus on Custom Software Development and AI Consulting and were established in 2025.

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  • Skyscale Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9
    Melbourne, Australia

    Services provided

    40% Generative AI
    40% Search Engine Optimization
    20% Content Marketing

    Focus Areas

    15% Machine Learning
    25% AI Recommendation Systems
    25% Natural Language Processing +4
    15% Voice and Speech Recognition
    10% Cognitive Computing
    5% Chatbots & Conversational AI
    5% Computer Vision

    Skyscale is a SEO agency launched in 2025. Their services include Search Engine Optimization and Generative AI.

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  • devsurf.co Logotype

    devsurf.co

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9

    Services provided

    15% AI Agents
    15% AI Consulting
    15% AI Development +6
    15% Custom Software Development
    15% Generative AI
    10% Mobile App Development
    5% IT Managed Services
    5% Robotics Process Automation
    5% Web Development

    Focus Areas

    10% Machine Learning
    30% Natural Language Processing
    25% Chatbots & Conversational AI +4
    10% AI Recommendation Systems
    10% Computer Vision
    10% Voice and Speech Recognition
    5% Robotics

    Devsurf.co is an artificial intelligence company. The Ahmedabad, India-based agency was established in 2019. Their team focuses on Artificial Intelligence and AI Consulting.

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  • solnaxo Logotype

    solnaxo

    Not yet reviewed

    $1,000+
    < $25 / hr
    2 - 9

    Services provided

    20% AI Development
    20% Blockchain
    20% Custom Software Development +2
    20% Mobile App Development
    20% Web Development

    Focus Areas

    35% Machine Learning
    35% Computer Vision
    30% Natural Language Processing

    Software development company solnaxo was established in 2025. The team specializes in Custom Software Development and Web Development.

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  • 10Silicon Logotype

    10Silicon

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Product Design +2
    20% UX/UI Design
    20% Web Development

    Focus Areas

    35% Machine Learning
    35% Computer Vision
    30% Natural Language Processing

    User experience design agency 10Silicon is in Lahore, Pakistan. They focus on UX/UI Design and Product Design.

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  • Context Studios - AI Development Studio & Agency Berlin Logotype

    Context Studios - AI Development Studio & Agency Berlin

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    2 - 9

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2
    20% Custom Software Development
    20% Web Development

    Focus Areas

    15% Machine Learning
    30% Chatbots & Conversational AI
    20% AI Recommendation Systems +2
    20% Computer Vision
    15% Natural Language Processing

    Context Studios - AI Development Studio & Agency Berlin is a custom software development firm. In Berlin, Germany, the agency provides Custom Software Development and Web Development.

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  • Core Point Logotype

    Core Point

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    30% AI Development
    30% Custom Software Development
    30% Web Development +1
    10% Web Design

    Focus Areas

    25% Machine Learning
    25% AI Recommendation Systems
    25% Chatbots & Conversational AI +1
    25% Natural Language Processing

    Core Point is a small Tiranë, Albania-based web development company. Their services include Web Development and Custom Software Development.

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  • Ouro Intelligence Logotype

    Ouro Intelligence

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    2 - 9

    Services provided

    40% AI Agents
    30% AI Consulting
    10% AI Development +3
    10% Low/No Code Development
    5% Mobile App Development
    5% UX/UI Design

    Focus Areas

    15% Machine Learning
    40% Chatbots & Conversational AI
    15% Cognitive Computing +4
    15% Voice and Speech Recognition
    5% AI Recommendation Systems
    5% Computer Vision
    5% Natural Language Processing

    Ouro Intelligence is an AI Agents company. The team provides AI Agents and AI Consulting and is in Ottawa, Canada.

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  • Viprasol Tech Private Limited Logotype

    Viprasol Tech Private Limited

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    25% AI Agents
    25% Custom Software Development
    15% AI Development +4
    10% API Development
    10% Generative AI
    10% Web Development
    5% Mobile App Development

    Focus Areas

    30% Machine Learning
    35% Chatbots & Conversational AI
    20% Natural Language Processing +2
    10% AI Recommendation Systems
    5% Computer Vision

    Headquartered in Julana, India, Viprasol Tech Private Limited is a small custom software development company. Their services include Custom Software Development and AI Agents.

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  • plotr.ai Logotype

    Not yet reviewed

    $10,000+
    $150 - $199 / hr
    2 - 9
    Pflugerville, TX

    Services provided

    25% AI Agents
    25% AI Development
    15% Generative AI +3
    15% Web Development
    10% Custom Software Development
    10% UX/UI Design

    Focus Areas

    15% Machine Learning
    25% Chatbots & Conversational AI
    15% Computer Vision +5
    10% AI Recommendation Systems
    10% Cognitive Computing
    10% Natural Language Processing
    10% Voice and Speech Recognition
    5% Robotics

    Plotr.ai is an artificial intelligence company. Established in 2023, the agency is headquartered in Pflugerville, Texas. Their team provides Artificial Intelligence and AI Agents.

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  • Duo Creative Labs Logotype

    Not yet reviewed

    $1,000+
    $100 - $149 / hr
    2 - 9
    Chestermere, Canada

    Services provided

    25% AI Consulting
    25% Web Design
    20% AI Development +3
    10% Digital Strategy
    10% Social Media Marketing
    10% Web Development

    Focus Areas

    10% Machine Learning
    60% Chatbots & Conversational AI
    20% Voice and Speech Recognition +1
    10% Cognitive Computing

    Duo Creative Labs, a small web design agency, is headquartered in Chestermere, Canada. Their services include Web Design and AI Consulting.

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  • Engiom Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9
    Chișinău, Moldova

    Services provided

    25% AI Development
    25% BI & Big Data Consulting & SI
    25% Custom Software Development +1
    25% IT Strategy Consulting

    Focus Areas

    30% Machine Learning
    30% Chatbots & Conversational AI
    20% AI Recommendation Systems +1
    20% Cognitive Computing

    Engiom is an IT strategy consulting company founded in 2025. Based in Chișinău, Moldova, the team offers IT strategy consulting and BI & big data consulting & SI.

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  • Nexgale Dynamics Private Limited Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Vadodara, India

    Services provided

    35% AI Development
    25% Custom Software Development
    15% Mobile App Development +3
    10% E-Commerce Development
    10% Web Development
    5% UX/UI Design

    Focus Areas

    20% Machine Learning
    20% Natural Language Processing
    20% Robotics +3
    15% Chatbots & Conversational AI
    15% Voice and Speech Recognition
    10% AI Recommendation Systems

    Established in 2025, Nexgale Dynamics Private Limited is an AI firm. Their team focuses on Artificial Intelligence and Custom Software Development.

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  • Jossy B Technical Resources Logotype

    Jossy B Technical Resources

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    35% AI Development
    30% AI Agents
    20% Web Design +1
    15% Low/No Code Development

    Focus Areas

    20% Machine Learning
    30% Chatbots & Conversational AI
    25% Natural Language Processing +3
    10% Cognitive Computing
    10% Voice and Speech Recognition
    5% AI Recommendation Systems

    Artificial intelligence company Jossy B Technical Resources is in Okitipupa, Nigeria. They provide Artificial Intelligence and AI Agents and were founded in 2025.

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  • Shadow Projects Logotype

    Shadow Projects

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    60% Custom Software Development
    25% AI Development
    15% CRM Consulting and SI

    Focus Areas

    30% Machine Learning
    40% Natural Language Processing
    30% AI Recommendation Systems

    Based in Rossville, Georgia, Shadow Projects is a custom software development company. They provide Custom Software Development and Artificial Intelligence and were founded in 2026.

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  • Moonshiner Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Wien, Austria

    Services provided

    25% Custom Software Development
    20% Mobile App Development
    15% AI Development +3
    15% Ecommerce Marketing
    15% UX/UI Design
    10% Web Design

    Focus Areas

    80% Machine Learning
    20% Robotics

    Moonshiner is a custom software development company. Their small team of employees is based in Wien, Austria. Their team provides Custom Software Development and Mobile App Development.

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  • Valsatech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Milford Mill, MD

    Services provided

    10% AI Consulting
    10% AI Development
    10% Application Management & Support +7
    10% Application Testing
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Mobile App Development
    10% Robotics Process Automation
    10% UX/UI Design
    10% Web Development

    Focus Areas

    75% Machine Learning
    25% Robotics

    Valsatech is an user experience company. The Milford Mill, Maryland-based firm was established in 2008. Their services include UX/UI Design and cloud consulting & SI.

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  • Reliable Business Technologies Sdn Bhd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Kuala Lumpur, Malaysia

    Services provided

    30% Enterprise App Modernization
    25% AI Development
    25% Custom Software Development +1
    20% BI & Big Data Consulting & SI

    Focus Areas

    70% Machine Learning
    30% Computer Vision

    Small Enterprise App Modernization company Reliable Business Technologies Sdn Bhd, is in Kuala Lumpur, Malaysia. Their services include Enterprise App Modernization and Custom Software Development.

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  • Chatterbox Labs Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    London, England

    Services provided

    100% AI Development

    Focus Areas

    35% Machine Learning
    35% Natural Language Processing
    30% Cognitive Computing

    Established in 2010, Chatterbox Labs, a small AI firm, is located in London, England. Their team specializes in Artificial Intelligence and AI Consulting.

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  • Oovvuu Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Sydney, Australia

    Services provided

    100% AI Development

    Focus Areas

    35% Machine Learning
    35% Cognitive Computing
    30% Natural Language Processing

    Launched in 2014, Oovvuu is a small Sydney, Australia-based artificial intelligence firm. Their team provides Artificial Intelligence and AI Consulting.

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  • Equals 3 Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    St. Louis Park, MN

    Services provided

    100% AI Development

    Focus Areas

    35% Machine Learning
    100% Cognitive Computing
    30% Robotics

    Launched in 2015, Equals 3 is a small AI company in St. Louis Park, Minnesota. Their team specializes in Artificial Intelligence and AI Consulting.

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  • Accelirate Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Edison, NJ

    Services provided

    100% AI Development

    Focus Areas

    35% Machine Learning
    100% Robotics
    35% Natural Language Processing

    Founded in 2016, Accelirate Inc. Is an artificial intelligence firm. The small team offers Artificial Intelligence and AI Consulting.

    Read more
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  • Motion Design Ltd (NZ) Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Waimauku, New Zealand

    Services provided

    100% AI Development

    Focus Areas

    35% Machine Learning
    100% Robotics
    35% Natural Language Processing

    Motion Design Ltd (NZ) is an AI firm launched in 1996. Their services include Artificial Intelligence and AI Consulting.

    Read more
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  • CLOUDIUM SOFTWARE Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    50 - 249
    Fairfax, VA

    Services provided

    30% Custom Software Development
    25% Mobile App Development
    25% Web Development +2
    10% AI Development
    10% E-Commerce Development

    Focus Areas

    20% Machine Learning
    45% Robotics
    35% Chatbots & Conversational AI

    CLOUDIUM SOFTWARE is a custom software development company. The company is based in Fairfax, Virginia and Kochi, India. Their team specializes in Custom Software Development and Web Development.

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  • Kruko Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    50 - 249
    Rzeszów, Poland

    Services provided

    20% DevOps Managed Services
    20% Web Development
    15% IT Strategy Consulting +5
    10% AI Development
    10% API Development
    10% Custom Software Development
    10% Low/No Code Development
    5% Mobile App Development

    Focus Areas

    20% Machine Learning
    65% Natural Language Processing
    15% Chatbots & Conversational AI

    Kruko is a Rzeszów, Poland-based custom software development firm. They provide Custom Software Development and Web Development and were established in 2020.

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  • Lien MUGUERCIA Logotype

    Lien MUGUERCIA

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    Freelancer

    Services provided

    70% Mobile App Development
    10% AI Development
    10% Custom Software Development +1
    10% Wearable App Development

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Mobile application development firm Lien MUGUERCIA is in Nantes, France. They provide Mobile App Development and Custom Software Development.

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  • Chouette idée Logotype

    Chouette idée

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    Freelancer

    Services provided

    20% AI Consulting
    20% Branding
    20% Generative AI +2
    20% Graphic Design
    20% Logo

    Focus Areas

    20% Machine Learning
    20% Chatbots & Conversational AI
    20% Cognitive Computing +2
    20% Natural Language Processing
    20% Robotics

    Launched in 2021, Chouette idée, a small branding company, is in Brive-la-Gaillarde, France. Their services include Branding and Graphic Design.

    Read more
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  • Cloud Chillies Logotype

    Cloud Chillies

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    50 - 249

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% CRM Consulting and SI +2
    20% Cloud Consulting & SI
    20% IT Managed Services

    Focus Areas

    10% Machine Learning
    30% AI Recommendation Systems
    30% Chatbots & Conversational AI +2
    20% Cognitive Computing
    10% Voice and Speech Recognition

    Launched in 2003, Cloud Chillies, a midsize cloud consulting & SI company, is in Indore, India. Their team provides cloud consulting & SI and CRM consulting and SI.

    Read more
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  • Blockcoaster Logotype

    Blockcoaster

    5.0 1 review
    $1,000+
    Undisclosed
    10 - 49

    Services provided

    30% Blockchain
    15% Mobile App Development
    15% Web Development +4
    10% AI Development
    10% Blockchain Marketing
    10% Custom Software Development
    10% Generative AI

    Focus Areas

    20% Machine Learning
    20% AI Recommendation Systems
    20% Chatbots & Conversational AI +3
    20% Natural Language Processing
    10% Cognitive Computing
    10% Voice and Speech Recognition

    Blockcoaster is a technology-driven company specializing in blockchain development, providing businesses with innovative, secure, and scalable digital asset solutions. Our expertise spans the

    Read more
    See all 1 projects
    1 of 1 reviews is 5 stars
    $10,000 – $49,000 avg. project cost

    Reviewed 1 time in the past 6 months

    Blockcoaster has received positive feedback from recent clients, highlighting their expertise in blockchain development and Web3 solutions. One client noted their effective project management and responsiveness, emphasizing Blockcoaster's ability to integrate complex functionalities like DAO and token systems. The team is praised for their flexibility and understanding of both technical and business aspects, contributing significantly to the client's ongoing Web3 entertainment ecosystem. Overall, sentiment is highly favorable, with clients appreciating their professional approach and timely support.
    Read 1 Recent Review

    Industry Experience

    Blockcoaster has demonstrated expertise in the Arts, Entertainment & Music industry, particularly within the Web3 and blockchain sectors. Feedback highlights their strengths in blockchain development, token integration, and community engagement, emphasizing their impactful contributions to projects like Decentrawood's entertainment ecosystem. Clients appreciate their effective communication, flexibility, and understanding of complex requirements, indicating that Blockcoaster is well-suited for organizations seeking innovative solutions in Web3 and related fields.

    Read All Reviews

    Average Project Cost Breakdown

    $10,000 to $49,000 (1)

    What Clients Have Said

    Blockcoaster is perceived as offering good value for money, with clients noting that their pricing aligns well with budgets and delivers substantial results. One client highlighted that they chose Blockcoaster specifically for their pricing and cultural fit, emphasizing the company's ability to provide quality services within a reasonable cost range. Overall, the sentiment is positive, with clients appreciating the balance between cost and the quality of work delivered.
    Read All Reviews
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  • Tripock Labs Logotype

    5.0 1 review
    $10,000+
    $50 - $99 / hr
    10 - 49
    New Delhi, India

    Services provided

    30% Custom Software Development
    30% Web Development
    10% AI Development +6
    5% BI & Big Data Consulting & SI
    5% CRM Consulting and SI
    5% Cloud Consulting & SI
    5% Mobile App Development
    5% Unified Communications Consulting & SI
    5% Web Design

    Focus Areas

    30% Machine Learning
    30% Cognitive Computing
    30% Natural Language Processing +1
    10% Chatbots & Conversational AI

    Tripock Labs specializes in developing custom digital solutions, such as custom avatars and backend support for applications. Review feedback highlights their exceptional work quality, technological expertise, and effective project management, making them a reliable partner for complex development projects.

    See all 1 projects
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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:

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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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Ability to deliver
Focus
Clutch Leaders Matrix

Rollover to see company insights or click a company below for more details.

1 WPWeb Infotech
2 AgileEngine
3 Onix-Systems
4 Dualboot Partners
5 Edvantis
6 Opinov8 Digital and Engineering Solutions
7 Valletta.Software: AI-Care
8 Simform
9 fxis.ai
10 Valere
11 Fingent
12 Antier
13 Gigster
14 Zoolatech
15 SoluLab

List of the Top 15 Machine Learning Consultants

  1. WPWeb Infotech Logotype

    WPWeb Infotech

    $25,000+
    < $25 / hr
    250 - 999
    Ahmedabad, India

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    55% Machine Learning
    70% Other
    View Profile Visit Website
  2. AgileEngine Logotype

    AgileEngine

    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Boca Raton, FL

    Ability to deliver

    39.8/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    25% AI Development
    30% Machine Learning
    75% Other
    View Profile Visit Website
  3. Onix-Systems Logotype

    Onix-Systems

    $25,000+
    $25 - $49 / hr
    250 - 999
    Kropyvnytskyi, Ukraine

    Ability to deliver

    38.9/40.0
    19.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    35% AI Development
    45% Machine Learning
    65% Other
    View Profile Visit Website
  4. Dualboot Partners Logotype

    Dualboot Partners

    $75,000+
    Undisclosed
    250 - 999
    Charlotte, NC

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    35% AI Development
    40% Machine Learning
    65% Other
    View Profile Visit Website
  5. Edvantis Logotype

    Edvantis

    $10,000+
    $25 - $49 / hr
    250 - 999
    Rzeszów, Poland

    Ability to deliver

    39.1/40.0
    19.6/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    30% AI Development
    45% Machine Learning
    70% Other
    View Profile Visit Website
  6. Opinov8 Digital and Engineering Solutions Logotype

    Opinov8 Digital and Engineering Solutions

    $50,000+
    $50 - $99 / hr
    250 - 999
    London, England

    Ability to deliver

    37.5/40.0
    18.2/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    50% AI Development
    45% Machine Learning
    50% Other
    View Profile Visit Website
  7. Valletta.Software: AI-Care Logotype

    Valletta.Software: AI-Care

    $25,000+
    $50 - $99 / hr
    250 - 999
    San Ġiljan, Malta

    Ability to deliver

    39.3/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    25% AI Development
    40% Machine Learning
    75% Other
    View Profile Visit Website
  9. fxis.ai Logotype

    fxis.ai

    $1,000+
    $25 - $49 / hr
    50 - 249
    Ahmedabad, India

    Ability to deliver

    39.3/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    60% AI Development
    45% Machine Learning
    40% Other
    View Profile Visit Website
  10. Valere Logotype

    Valere

    $75,000+
    $50 - $99 / hr
    50 - 249
    Marlborough, MA

    Ability to deliver

    38.7/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    8.9/10 Market Presence

    Service focus

    50% AI Development
    50% Machine Learning
    50% Other
    View Profile Visit Website
  11. Fingent Logotype

    Fingent

    $25,000+
    $25 - $49 / hr
    250 - 999
    White Plains, NY

    Ability to deliver

    39.5/40.0
    19.8/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    30% Machine Learning
    70% Other
    View Profile Visit Website
  12. Antier Logotype

    Antier

    $10,000+
    $25 - $49 / hr
    250 - 999
    Sahibzada Ajit Singh Nagar, India

    Ability to deliver

    36.9/40.0
    17.2/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    100% Machine Learning
    70% Other
    View Profile Visit Website
  13. Gigster Logotype

    Gigster

    $50,000+
    $300+ / hr
    250 - 999
    Austin, TX

    Ability to deliver

    36.6/40.0
    16.6/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    35% AI Development
    45% Machine Learning
    65% Other
    View Profile Visit Website
  14. Zoolatech Logotype

    Zoolatech

    $50,000+
    $50 - $99 / hr
    250 - 999
    Miami, FL

    Ability to deliver

    39.1/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.1/10 Market Presence

    Service focus

    15% AI Development
    50% Machine Learning
    85% Other
    View Profile Visit Website
  15. SoluLab Logotype

    SoluLab

    $25,000+
    $25 - $49 / hr
    50 - 249
    Ahmedabad, India

    Ability to deliver

    37.4/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    40% AI Development
    100% Machine Learning
    60% Other
    View Profile Visit Website
  16. HatchWorks AI Logotype

    HatchWorks AI

    $25,000+
    $50 - $99 / hr
    250 - 999
    Atlanta, GA

    Ability to deliver

    37.1/40.0
    17.4/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    90% AI Development
    40% Machine Learning
    10% Other
    View Profile Visit Website
  17. N-iX Logotype

    N-iX

    $100,000+
    $50 - $99 / hr
    1,000 - 9,999
    Malmö, Sweden

    Ability to deliver

    36.1/40.0
    16.2/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    31% AI Development
    35% Machine Learning
    69% Other
    View Profile Visit Website
  18. GroupBWT Logotype

    GroupBWT

    $5,000+
    $25 - $49 / hr
    50 - 249

    Ability to deliver

    39.6/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.6/10 Market Presence

    Service focus

    40% AI Development
    45% Machine Learning
    60% Other
    View Profile Visit Website
  19. Addepto (Part of KMS Technology) Logotype

    Addepto (Part of KMS Technology)

    $10,000+
    $50 - $99 / hr
    50 - 249
    Warszawa, Poland

    Ability to deliver

    37.1/40.0
    17.4/20 Reviews
    9.9/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    80% AI Development
    60% Machine Learning
    20% Other
    View Profile Visit Website
  20. Dotsquares Logotype

    Dotsquares

    $1,000+
    $25 - $49 / hr
    1,000 - 9,999
    London, England

    Ability to deliver

    38/40.0
    18.6/20 Reviews
    9.6/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    35% AI Development
    25% Machine Learning
    65% Other
    View Profile Visit Website
  21. ZONE3000 Logotype

    ZONE3000

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    London, England

    Ability to deliver

    36/40.0
    18.8/20 Reviews
    9.7/10 Clients & Experience
    7.5/10 Market Presence

    Service focus

    35% AI Development
    35% Machine Learning
    65% Other
    View Profile Visit Website
  22. BairesDev Logotype

    BairesDev

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    San Francisco, CA

    Ability to deliver

    40/40.0
    20/20 Reviews
    10/10 Clients & Experience
    10/10 Market Presence

    Service focus

    10% AI Development
    30% Machine Learning
    90% Other
    View Profile Visit Website
  23. Vention Logotype

    Vention

    $50,000+
    $50 - $99 / hr
    1,000 - 9,999
    New York, NY

    Ability to deliver

    39.8/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.8/10 Market Presence

    Service focus

    20% AI Development
    20% Machine Learning
    80% Other
    View Profile Visit Website
  24. Scopic Logotype

    Scopic

    $10,000+
    $50 - $99 / hr
    250 - 999
    Marlborough, MA

    Ability to deliver

    38.7/40.0
    19/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    30% AI Development
    30% Machine Learning
    70% Other
    View Profile Visit Website
  25. Quytech Logotype

    Quytech

    $25,000+
    < $25 / hr
    250 - 999
    Gurugram, India

    Ability to deliver

    39.7/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.7/10 Market Presence

    Service focus

    55% AI Development
    20% Machine Learning
    45% Other
    View Profile Visit Website
  26. Dreamers Inc. Logotype

    Dreamers Inc.

    $25,000+
    $100 - $149 / hr
    50 - 249
    Los Angeles, CA

    Ability to deliver

    37/40.0
    18.4/20 Reviews
    10/10 Clients & Experience
    8.6/10 Market Presence

    Service focus

    35% AI Development
    70% Machine Learning
    65% Other
    View Profile Visit Website
  27. Temy Logotype

    Temy

    $25,000+
    $25 - $49 / hr
    50 - 249
    L'viv, Ukraine

    Ability to deliver

    39.5/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    30% AI Development
    50% Machine Learning
    70% Other
    View Profile Visit Website
  28. Maruti Techlabs Logotype

    Maruti Techlabs

    $25,000+
    $25 - $49 / hr
    250 - 999

    Ability to deliver

    35.9/40.0
    16/20 Reviews
    10/10 Clients & Experience
    9.9/10 Market Presence

    Service focus

    30% AI Development
    50% Machine Learning
    70% Other
    View Profile Visit Website
  29. Blink22 Logotype

    Blink22

    $25,000+
    $50 - $99 / hr
    50 - 249
    Dubai, United Arab Emirates

    Ability to deliver

    39.3/40.0
    20/20 Reviews
    10/10 Clients & Experience
    9.3/10 Market Presence

    Service focus

    40% AI Development
    40% Machine Learning
    60% Other
    View Profile Visit Website
  30. Svitla Systems Logotype

    Svitla Systems

    $25,000+
    $25 - $49 / hr
    1,000 - 9,999
    Corte Madera, CA

    Ability to deliver

    37.3/40.0
    17.8/20 Reviews
    10/10 Clients & Experience
    9.5/10 Market Presence

    Service focus

    15% AI Development
    40% Machine Learning
    85% Other
    View Profile Visit Website

Latest Machine Learning Articles

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Artificial Intelligence Thought Leadership, Executive Voices

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:

  1. Edvantis

  2. Dualboot Partners

  3. WPWeb Infotech

  4. Opinov8 Digital and Engineering Solutions

  5. Antier

  6. Valletta.Software: AI-Care

  7. Simform

  8. Valere

  9. fxis.ai

  10. Fingent

  11. Dotsquares

  12. AgileEngine

  13. HatchWorks AI

  14. STX Next

  15. tkxel

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.

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