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Home Artificial Intelligence Machine Learning

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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10,340 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.

    See all 88 projects
    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

    Average Project Cost Breakdown

    $50,000 to $199,999 (21) $10,000 to $49,000 (16) $200,000 to $999,999 (15) Less than $10,000 (1)

    What Clients Have Said

    Simform is recognized for providing good value for money, with clients frequently noting that their pricing aligns well with project budgets. Feedback highlights instances where Simform's cost-effectiveness allowed organizations to achieve significant project goals without overspending. Clients appreciated the transparency in pricing and the absence of hidden costs, contributing to a positive overall perception of value. However, there were occasional concerns about project delays and communication, which impacted perceptions of value in specific instances.
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  • NIV Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    2 - 9
    Tirana, Albania

    Services provided

    30% E-Commerce Development
    25% AI Development
    25% Web Development +3
    10% Mobile App Development
    5% Custom Software Development
    5% IoT Development

    Focus Areas

    36% Machine Learning
    35% Chatbots & Conversational AI
    11% Cognitive Computing +2
    11% Natural Language Processing
    7% Robotics

    E-commerce development firm NIV was founded in 2021. The agency focuses on E-Commerce Development and Web Development, and is small.

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  • Ai Engine Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    San Francisco, CA

    Services provided

    80% AI Development
    20% AI Consulting

    Focus Areas

    55% Machine Learning
    45% Natural Language Processing

    AI company Ai Engine is based in San Francisco, California. Their services include Artificial Intelligence and AI Consulting.

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  • Joho TeK Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Richmond, Canada

    Services provided

    15% Business Consulting
    15% Cloud Consulting & SI
    15% Cybersecurity +5
    15% IT Managed Services
    10% AI Development
    10% CRM Consulting and SI
    10% Corporate Training & Coaching
    10% Web Development

    Focus Areas

    31% Machine Learning
    31% Cognitive Computing
    16% Chatbots & Conversational AI +2
    16% Natural Language Processing
    6% Robotics

    Joho TeK is a cloud consulting & SI company. They offer cloud consulting & SI and IT managed services and were founded in 2018. The firm is headquartered in Richmond, Canada.

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  • T-Minus Tech Solutions Private Limited Logotype

    T-Minus Tech Solutions Private Limited

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% API Development
    20% Custom Software Development +2
    20% E-Commerce Development
    20% Web Development

    Focus Areas

    30% Machine Learning
    25% Chatbots & Conversational AI
    25% Natural Language Processing +1
    20% AI Recommendation Systems

    T-Minus Tech Solutions Private Limited is a custom software development company located in Indore, India. Their services include Custom Software Development and Web Development.

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  • Peace Developer Logotype

    Peace Developer

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49

    Services provided

    10% AI Development
    10% Application Testing
    10% Computer Engineering +7
    10% Custom Software Development
    10% E-Commerce Development
    10% Generative AI
    10% Mobile App Development
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Focus Areas

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

    Peace Developer, a web design agency, is in Rawalpindi / Islamabad, Pakistan. Their services include Web Design and UX/UI Design.

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  • Idea2App Logotype

    4.5 1 review
    $1,000+
    < $25 / hr
    50 - 249
    Indore, India

    Services provided

    20% Application Management & Support
    20% Mobile App Development
    10% AI Development +5
    10% AR/VR Development
    10% Application Testing
    10% Custom Software Development
    10% Low/No Code Development
    10% Web Development

    Focus Areas

    20% Machine Learning
    25% Robotics
    20% Chatbots & Conversational AI +2
    20% Cognitive Computing
    15% Natural Language Processing

    Idea2App offers mobile app development services, specializing in creating hybrid applications with features like workout plans, reminders, and user-friendly interfaces. Reviews highlight their professionalism, timely delivery, and valuable suggestions, such as incorporating a recipes section, which significantly benefited the app's users. Clients appreciate their responsive project management and alignment with budget and company values.

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  • Dynamisch Inc Logotype

    Not yet reviewed

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

    Services provided

    15% Cloud Consulting & SI
    15% Custom Software Development
    10% AI Development +9
    10% AR/VR Development
    10% Blockchain
    10% IoT Development
    5% AI Agents
    5% BI & Big Data Consulting & SI
    5% Generative AI
    5% Mobile App Development
    5% UX/UI Design
    5% Web Development

    Focus Areas

    25% Machine Learning
    20% Natural Language Processing
    15% Chatbots & Conversational AI +4
    15% Computer Vision
    10% AI Recommendation Systems
    10% Cognitive Computing
    5% Voice and Speech Recognition

    In Pune, India and Edison, New Jersey, Dynamisch Inc is a software development firm. Their services include Custom Software Development and cloud consulting & SI.

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  • Neusoft EDC Logotype

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    50 - 249
    Cluj-Napoca, Romania

    Services provided

    35% Custom Software Development
    15% AI Development
    15% Generative AI +5
    10% IoT Development
    10% Microservices Architecture Services
    5% AI Consulting
    5% Application Testing
    5% Call Center Services

    Focus Areas

    5% Machine Learning
    90% Chatbots & Conversational AI
    5% AI Recommendation Systems

    Neusoft EDC is a custom software development company. The team is headquartered in Cluj-Napoca, Romania, and their services include Custom Software Development and Artificial Intelligence.

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  • Timeline Logotype

    Not yet reviewed

    $50,000+
    Undisclosed
    50 - 249
    Dubai, United Arab Emirates

    Services provided

    20% AI Development
    20% Custom Software Development
    15% AR/VR Development +4
    15% Blockchain
    10% Cybersecurity
    10% Mobile App Development
    10% Web Development

    Focus Areas

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

    Timeline is a software development company. Their team is located in Dubai, United Arab Emirates. The firm provides Custom Software Development and Artificial Intelligence.

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  • AiFA Labs Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    50 - 249
    Frisco, TX

    Services provided

    10% AI Consulting
    10% AI Development
    10% Blockchain +11
    10% Digital Strategy
    10% Generative AI
    10% IoT Development
    5% Application Testing
    5% Cloud Consulting & SI
    5% ECM Consulting and SI
    5% IT Managed Services
    5% IT Staff Augmentation
    5% IT Strategy Consulting
    5% Other Application Development
    5% Other IT Consulting and SI

    Focus Areas

    10% Machine Learning
    20% Computer Vision
    20% Robotics +5
    10% AI Recommendation Systems
    10% Chatbots & Conversational AI
    10% Cognitive Computing
    10% Natural Language Processing
    10% Voice and Speech Recognition

    AiFA Labs is a Digital Strategy company headquartered in Frisco, Texas. Their services include Digital Strategy and IoT development.

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  • Eli5 Logotype

    Not yet reviewed

    $25,000+
    $150 - $199 / hr
    10 - 49
    Amsterdam, Netherlands

    Services provided

    40% Custom Software Development
    20% AI Development
    20% Enterprise App Modernization +1
    20% Product Design

    Focus Areas

    25% Machine Learning
    25% AI Recommendation Systems
    25% Natural Language Processing +1
    25% Voice and Speech Recognition

    Eli5 is a custom software development firm. They are headquartered in Amsterdam, Netherlands. Their team offers Custom Software Development and Product Design.

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  • Fineteklabs Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    10 - 49
    Nairobi, Kenya

    Services provided

    12% Low/No Code Development
    10% AI Development
    10% Custom Software Development +15
    10% Web Development
    5% AI Consulting
    5% AR/VR Development
    5% Application Testing
    5% Content Marketing
    5% Cybersecurity
    5% Digital Strategy
    5% E-Commerce Development
    5% IT Strategy Consulting
    5% IoT Development
    5% Product Design
    5% Social Media Marketing
    1% Mobile App Development
    1% UX/UI Design
    1% Web Design

    Focus Areas

    30% Machine Learning
    30% AI Recommendation Systems
    25% Natural Language Processing +2
    10% Computer Vision
    5% Chatbots & Conversational AI

    Software development firm Fineteklabs is headquartered in Nairobi, Kenya. The team offers Custom Software Development and Web Development.

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  • ProDevs Outsourcing, Inc Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Lagos, Nigeria

    Services provided

    40% HR Outsourcing
    25% Recruiting
    15% Custom Software Development +3
    10% AI Consulting
    5% HR Consulting
    5% IT Strategy Consulting

    Focus Areas

    35% Machine Learning
    60% Natural Language Processing
    5% Voice and Speech Recognition

    ProDevs Outsourcing, Inc is a HR Outsourcing company founded in 2018. The team specializes in HR Outsourcing and Recruiting.

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    More responsive than most other service providers

    ProDevs Outsourcing, Inc is very responsive

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  • FinsinTech Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Sahibzada Ajit Singh Nagar, India

    Services provided

    10% AI Development
    10% Cloud Consulting & SI
    10% E-Commerce Development +7
    10% Email Marketing
    10% Mobile App Development
    10% Pay Per Click
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Web Design
    10% Web Development

    Focus Areas

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

    Social media marketing firm FinsinTech is based in Sahibzada Ajit Singh Nagar, India. Their services include Social Media Marketing and Email Marketing.

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  • FIREWORKS SOLUTIONS SDN BHD Logotype

    FIREWORKS SOLUTIONS SDN BHD

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    20% AI Consulting
    20% AR/VR Development
    20% Blockchain +2
    20% Custom Software Development
    20% Marketing Strategy

    Focus Areas

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

    Founded in 2003, FIREWORKS SOLUTIONS SDN BHD is a Marketing Strategy company. The company specializes in Marketing Strategy and Custom Software Development.

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  • Back9 Logotype

    Not yet reviewed

    $5,000+
    < $25 / hr
    10 - 49
    Lecheria, Venezuela

    Services provided

    10% AI Development
    10% Blockchain
    10% Branding +7
    10% Conversion Optimization
    10% Custom Software Development
    10% E-Commerce Development
    10% Mobile App Development
    10% Pay Per Click
    10% Search Engine Optimization
    10% Web Development

    Focus Areas

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

    Back9 is a branding agency. The Lecheria, Venezuela-based agency was established in 2018. Their team provides Branding and Conversion Optimization.

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  • Pacta Canada Inc. Logotype

    Pacta Canada Inc.

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    10% AI Agents
    10% AI Development
    10% Custom Software Development +7
    10% E-Commerce Development
    10% Generative AI
    10% Manufacturing Consulting
    10% Mobile App Development
    10% Supply Chain Management
    10% Warehousing & Distribution
    10% Web Development

    Focus Areas

    5% Machine Learning
    40% Chatbots & Conversational AI
    20% AI Recommendation Systems +2
    20% Voice and Speech Recognition
    15% Computer Vision

    Pacta Canada Inc. Is a custom software development company. Established in 2022, the team focuses on Custom Software Development and Mobile App Development.

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  • VIVAGO TECHNOLOGIES Logotype

    VIVAGO TECHNOLOGIES

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    10 - 49

    Services provided

    30% Custom Software Development
    30% E-Commerce Development
    15% AI Development +3
    15% Web Development
    5% Application Management & Support
    5% Data Annotation Services

    Focus Areas

    10% Machine Learning
    30% Chatbots & Conversational AI
    20% Natural Language Processing +3
    20% Voice and Speech Recognition
    15% AI Recommendation Systems
    5% Computer Vision

    VIVAGO TECHNOLOGIES is a software development company. The team provides Custom Software Development and E-Commerce Development and is headquartered in Dhaka, Bangladesh.

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  • KEHEM IT Logotype

    KEHEM IT

    Not yet reviewed

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

    Services provided

    60% Custom Software Development
    15% API Development
    10% AI Development +2
    10% Web Development
    5% IT Staff Augmentation

    Focus Areas

    30% Machine Learning
    40% Computer Vision
    30% Natural Language Processing

    KEHEM IT is a software development firm. The Sylhet, Bangladesh-based company was founded in 2018. Their services include Custom Software Development and API Development.

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  • Ijjad Logotype

    Ijjad

    Not yet reviewed

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

    Services provided

    25% Web Development
    20% Web Design
    15% Custom Software Development +4
    15% Mobile App Development
    10% AI Agents
    10% AI Development
    5% Search Engine Optimization

    Focus Areas

    20% Machine Learning
    35% Chatbots & Conversational AI
    30% Natural Language Processing +2
    10% AI Recommendation Systems
    5% Voice and Speech Recognition

    Ijjad, a small web development company, is headquartered in Amman, Jordan. The team specializes in Web Development and Web Design.

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  • V-Mobile Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    10 - 49
    Yerevan, Armenia

    Services provided

    60% Mobile App Development
    20% IoT Development
    10% AI Development +1
    10% Enterprise App Modernization

    Focus Areas

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

    V-Mobile, a mobile app development firm, was established in 2016. The small team provides Mobile App Development and IoT development.

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  • Northwood Consulting Logotype

    Northwood Consulting

    Not yet reviewed

    $1,000+
    < $25 / hr
    10 - 49

    Services provided

    10% AI Development
    10% BI & Big Data Consulting & SI
    10% Back Office Outsourcing +9
    10% Business Consulting
    10% Finance & Accounting Outsourcing (FAO)
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Web Design
    5% Custom Software Development
    5% IT Strategy Consulting
    5% Mobile App Development
    5% Web Development

    Focus Areas

    20% Machine Learning
    40% Chatbots & Conversational AI
    40% Robotics

    Northwood Consulting is an artificial intelligence firm founded in 2017. The small team provides Artificial Intelligence and BI & big data consulting & SI.

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  • Weavelinx Logotype

    Weavelinx

    Not yet reviewed

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

    Services provided

    35% Custom Software Development
    25% Mobile App Development
    25% Web Development +1
    15% AI Development

    Focus Areas

    20% Machine Learning
    30% AI Recommendation Systems
    25% Chatbots & Conversational AI +1
    25% Natural Language Processing

    Small custom software development company Weavelinx, is in Pune, India. The team offers Custom Software Development and Web Development.

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  • Unitrai Private Limited Logotype

    5.0 1 review
    Undisclosed
    $25 - $49 / hr
    2 - 9
    Noida, India

    Services provided

    25% AI Development
    25% E-Commerce Development
    25% IT Managed Services +1
    25% Web Development

    Focus Areas

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

    As a growing IT company, we specialize in a range of services, each designed to elevate the online presence and operational efficiency of its clients. We offer: Web Design and Development:We excel

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  • Swift4Tech Logotype

    Swift4Tech

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    2 - 9

    Services provided

    10% AI Development
    10% Branding
    10% Content Marketing +7
    10% E-Commerce Development
    10% Logo
    10% Product Design
    10% Social Media Marketing
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Welcome to Swift4Tech! We help businesses build a strong online presence with websites and digital solutions that are designed to look great, work smoothly, and get results. Our main services

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  • Codepilot Technologies Pvt Ltd Logotype

    4.5 1 review
    $10,000+
    $25 - $49 / hr
    10 - 49
    Guwahati, India

    Services provided

    30% Custom Software Development
    10% AI Development
    10% Enterprise App Modernization +5
    10% IT Managed Services
    10% Mobile App Development
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Web Development

    Focus Areas

    20% Machine Learning
    40% Chatbots & Conversational AI
    30% Robotics +1
    10% Natural Language Processing

    Codepilot Technologies Pvt Ltd specializes in web development, providing services that include website revamps to enhance visual appeal and user engagement. Clients appreciate their vision and the thorough planning they offer, which leads to successful project outcomes such as increased website traffic. The company's leadership and technical expertise are highlighted as key strengths in delivering client satisfaction.

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  • Codeblu Development Logotype

    5.0 1 review
    $5,000+
    $100 - $149 / hr
    2 - 9
    Cincinnati, OH

    Services provided

    25% Custom Software Development
    20% Application Management & Support
    10% AI Development +6
    10% CRM Consulting and SI
    10% Mobile App Development
    10% Web Development
    5% API Development
    5% E-Commerce Development
    5% UX/UI Design

    Focus Areas

    50% Machine Learning
    50% Natural Language Processing

    CodeBlu Development is a software development company known for delivering custom solutions tailored to client needs. Across reviews from diverse industries, 100% of clients praised their exceptional project management and consistent communication. Approximately 75% highlighted CodeBlu's ability to align technical expertise with industry-specific insights, resulting in successful, efficient, and user-friendly software solutions. The company is noted for offering good value for cost and a strong cultural fit.

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  • Infinity Labs Logotype

    Infinity Labs

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    40% Machine Learning
    40% Natural Language Processing
    20% Chatbots & Conversational AI

    Headquartered in Fort Worth, Texas, Infinity Labs is an Enterprise App Modernization company. Launched in 2016, the team focuses on Enterprise App Modernization and UX/UI Design.

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  • Tripleaim Software Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Nairobi, Kenya

    Services provided

    30% AI Development
    30% Custom Software Development
    10% Content Marketing +3
    10% Conversion Optimization
    10% Digital Strategy
    10% Marketing Strategy

    Focus Areas

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

    Tripleaim Software is a software development firm. Established in 2020, the team specializes in Custom Software Development and Artificial Intelligence. The agency is in Nairobi, Kenya.

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  • Northern Hawk Technologies Inc. Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    Vernon, Canada

    Services provided

    30% AI Development
    25% Custom Software Development
    20% Mobile App Development +2
    15% Web Development
    10% E-Commerce Development

    Focus Areas

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

    Headquartered in Vernon, Canada, Northern Hawk Technologies Inc. Is an artificial intelligence firm. The team focuses on Artificial Intelligence and Custom Software Development.

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  • Ete-services Logotype

    Ete-services

    Not yet reviewed

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

    Services provided

    25% Mobile App Development
    15% AI Development
    15% Custom Software Development +4
    15% Web Development
    10% AR/VR Development
    10% E-Commerce Development
    10% Mobile & App Marketing

    Focus Areas

    45% Machine Learning
    40% Natural Language Processing
    15% Chatbots & Conversational AI

    Established in 2017, Ete-services is a small mobile application development company. Their services include Mobile App Development and Custom Software Development.

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  • Intellectz Ai Inc Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Middle Sackville, Canada

    Services provided

    20% AI Development
    20% Blockchain
    20% Mobile App Development +2
    20% Robotics Process Automation
    20% Web Development

    Focus Areas

    40% Machine Learning
    100% Robotics
    25% Cognitive Computing +1
    10% Natural Language Processing

    Intellectz Ai Inc is an artificial intelligence company. They focus on Artificial Intelligence and Blockchain and were launched in 2022.

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  • Nimbous Logotype

    Nimbous

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    30% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +3
    10% BI & Big Data Consulting & SI
    10% Low/No Code Development
    10% Web Development

    Focus Areas

    30% Machine Learning
    30% Natural Language Processing
    15% Chatbots & Conversational AI +3
    15% Voice and Speech Recognition
    5% AI Recommendation Systems
    5% Computer Vision

    Nimbous is an artificial intelligence development company. The team focuses on Artificial Intelligence and cloud consulting & SI and is in London, England.

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  • Enzyon Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    Bellinzona, Switzerland

    Services provided

    20% Blockchain
    20% Branding
    20% Web Development +4
    10% AI Development
    10% Digital Strategy
    10% UX/UI Design
    10% Web Design

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Enzyon is a branding agency. The team specializes in Branding and Web Development and is in Bellinzona, Switzerland.

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  • Zudro Digital Media - Agencia de Diseño Web, Marketing y Publicidad Granada Logotype

    Not yet reviewed

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

    Services provided

    10% Advertising
    10% Conversion Optimization
    10% Digital Strategy +7
    10% E-Commerce Development
    10% Ecommerce Marketing
    10% Generative AI
    10% Media Planning & Buying
    10% Pay Per Click
    10% Search Engine Optimization
    10% Web Development

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Established in 2019, Zudro Digital Media - Agencia de Diseño Web, Marketing y Publicidad Granada is a small Advertising company. Their team specializes in Advertising and Media Planning & Buying.

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  • R4 Media LLC. Logotype

    R4 Media LLC.

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    10% AI Development
    10% Custom Software Development
    10% Digital Strategy +7
    10% Mobile App Development
    10% Pay Per Click
    10% Search Engine Optimization
    10% Social Media Marketing
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    R4 Media LLC. Is a Digital Strategy company. They were established in 2007, and their services include Digital Strategy and Social Media Marketing.

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  • LeaderbookAI Logotype

    LeaderbookAI

    Not yet reviewed

    $25,000+
    Undisclosed
    2 - 9

    Services provided

    30% Business Consulting
    15% AI Agents
    15% AI Consulting +3
    15% AI Development
    15% Generative AI
    10% Business Valuation Services

    Focus Areas

    15% Machine Learning
    30% AI Recommendation Systems
    20% Voice and Speech Recognition +4
    15% Natural Language Processing
    10% Cognitive Computing
    5% Chatbots & Conversational AI
    5% Robotics

    LeaderbookAI is a small Business Consulting company launched in 2019. Their services include Business Consulting and AI Consulting.

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  • KeyMatrix Solutions Logotype

    KeyMatrix Solutions

    Not yet reviewed

    $250,000+
    $100 - $149 / hr
    2 - 9

    Services provided

    55% Robotics Process Automation
    35% AI Development
    10% Low/No Code Development

    Focus Areas

    25% Machine Learning
    35% Robotics
    25% Natural Language Processing +2
    10% Computer Vision
    5% AI Recommendation Systems

    KeyMatrix Solutions is a Robotics Process Automation company. They were launched in 2020 and specialize in Robotics Process Automation and Artificial Intelligence.

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  • Techseoconsultant.com Logotype

    Techseoconsultant.com

    Not yet reviewed

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

    Services provided

    70% Search Engine Optimization
    10% Content Writing Services
    10% Ecommerce Marketing +1
    10% Generative AI

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Techseoconsultant.com is a SEO agency. Their team is headquartered in Bend, Oregon and offers Search Engine Optimization and Ecommerce Marketing.

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  • Beneficis Logotype

    Beneficis

    Not yet reviewed

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

    Services provided

    40% Cybersecurity
    10% AI Consulting
    10% BI & Big Data Consulting & SI +4
    10% Business Consulting
    10% CRM Consulting and SI
    10% IT Managed Services
    10% IT Strategy Consulting

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Headquartered in Balma, France, Beneficis is a Cybersecurity company. They specialize in Cybersecurity and IT strategy consulting and were founded in 2023.

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  • Ghostlight Marketing Logotype

    Not yet reviewed

    $1,000+
    Undisclosed
    2 - 9
    Saucier, MS

    Services provided

    10% AI Development
    10% Advertising
    10% Branding +7
    10% Digital Strategy
    10% Marketing Strategy
    10% Pay Per Click
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Web Design
    10% Web Development

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Advertising company Ghostlight Marketing is based in Saucier, Mississippi. They offer Advertising and Branding.

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  • SOCIALBUZZSTUDIO sp. z o.o. Logotype

    SOCIALBUZZSTUDIO sp. z o.o.

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    10% AI Development
    10% Cloud Consulting & SI
    10% Custom Software Development +7
    10% IT Strategy Consulting
    10% Marketing Strategy
    10% Mobile App Development
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Design
    10% Web Development

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    In Katowice, Poland, SOCIALBUZZSTUDIO sp. Z o.o. Is a small Marketing Strategy company. The team specializes in Marketing Strategy and Search Engine Optimization.

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  • Burgess+ Marketing Logotype

    Burgess+ Marketing

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    10% AI Consulting
    10% Content Marketing
    10% Conversion Optimization +7
    10% Demand Generation Marketing
    10% Digital Strategy
    10% Email Marketing
    10% Search Engine Optimization
    10% Social Media Marketing
    10% UX/UI Design
    10% Web Design

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Burgess+ Marketing, a Digital Strategy company, was established in 2024. The small team offers Digital Strategy and Social Media Marketing.

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  • TiltStack Logotype

    TiltStack

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    15% Search Engine Optimization
    15% Web Design
    10% AI Consulting +6
    10% Custom Software Development
    10% Digital Strategy
    10% IT Strategy Consulting
    10% Mobile App Development
    10% Product Design
    10% Web Development

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    TiltStack, a SEO services firm, is in Atlanta, Georgia. They focus on Search Engine Optimization and Web Design.

    Read more
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  • DevTools kft Logotype

    DevTools kft

    Not yet reviewed

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

    Services provided

    50% Custom Software Development
    30% AI Development
    20% Mobile App Development

    Focus Areas

    30% Machine Learning
    45% Natural Language Processing
    25% AI Recommendation Systems

    DevTools kft is a Kecskemét, Hungary-based custom software development firm. They offer Custom Software Development and Artificial Intelligence and were established in 2018.

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  • Rank Visibility Logotype

    Rank Visibility

    Not yet reviewed

    Undisclosed
    $50 - $99 / hr
    2 - 9

    Services provided

    20% Digital Strategy
    20% Search Engine Optimization
    20% Web Development +4
    10% AI Development
    10% Advertising
    10% Branding
    10% Ecommerce Marketing

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Digital Strategy company Rank Visibility is in Kolkata, India. Launched in 2017, the team offers Digital Strategy and Search Engine Optimization.

    Read more
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  • Car Dealer SEO Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9
    Chelteham, England

    Services provided

    20% AI Consulting
    20% AI Development
    20% Content Marketing +2
    20% Digital Strategy
    20% Search Engine Optimization

    Focus Areas

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

    Car Dealer SEO is a Digital Strategy company launched in 2025. The team provides Digital Strategy and Content Marketing and is in Chelteham, England.

    Read more
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  • Quantaflix Logotype

    Quantaflix

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% BI & Big Data Consulting & SI
    10% CRM Consulting and SI +7
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% ERP Consulting and SI
    10% Mobile App Development
    10% UX/UI Design
    10% Web Development

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Quantaflix is an UX design company. Their team is headquartered in karachi, Pakistan. The firm offers UX/UI Design and BI & big data consulting & SI.

    Read more
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  • Devflx Logotype

    Devflx

    Not yet reviewed

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

    Services provided

    20% Mobile App Development
    20% Web Development
    10% AI Development +5
    10% Cloud Consulting & SI
    10% DevOps Managed Services
    10% Robotics Process Automation
    10% UX/UI Design
    10% Web Design

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Located in Lahore, Pakistan, Devflx is a web development company. They offer Web Development and Mobile App Development.

    Read more
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  • Helixios Logotype

    Helixios

    Not yet reviewed

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

    Services provided

    35% Web Development
    20% E-Commerce Development
    15% Custom Software Development +3
    10% AI Development
    10% Mobile App Development
    10% Other Application Development

    Focus Areas

    50% Machine Learning
    50% Chatbots & Conversational AI

    Helixios is a web development company. Founded in 2025, the company specializes in Web Development and E-Commerce Development.

    Read more
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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.

Using this unique combination of verified client feedback and provider-supplied insights, Clutch distills the most important details into clear, digestible summaries so you have everything you need to make confident, informed decisions quickly.

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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 STX Next
7 Opinov8 Digital and Engineering Solutions
8 Valletta.Software: AI-Care
9 Simform
10 fxis.ai
11 Fingent
12 Valere
13 Antier
14 Gigster
15 Zoolatech

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
  7. 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
  8. 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
  10. 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
  11. Fingent Logotype

    Fingent

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

    Ability to deliver

    39.7/40.0
    20/20 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. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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

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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:

  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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