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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

  • Featured

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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 Exceeds expectations

    Simform has consistently exceeded client expectations, demonstrating strong performance and effective project management. Clients have praised Simform for their ability to provide the right resources at the right time and for their proactive approach in partnership. Specific feedback highlights their impressive capability to address historical outsourcing challenges, with a commitment to collaborative growth. Overall, clients express high satisfaction with the outcomes and the professional manner in which Simform operates.
    • Staff Augmentation for E-Commerce Marketing Platform
      5.0 Jul 4, 2023

      The engineers from Simform have met or exceeded expectations in the work they have delivered. Simform provides all the necessary management resources in a timely and professional manner. All levels of the business relationship have been served and we've been in conversation with senior figures regularly within Simform as we guide the program together.

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    • UI/UX Design & Custom Software Development for HR Firm
      5.0 May 10, 2022

      Simform has done an exceptional job, exceeding expectations. This project is a huge step out of our comfort zone, and we’ve been very conservative with the budget, keeping almost everything in-house. For this reason, we first tried them out piecemeal, and we’ve engaged them with the full boat because we’re so pleased with their work.

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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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  • SPORTSOFT Logotype

    SPORTSOFT

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Development
    20% E-Commerce Development
    20% Mobile App Development +2
    20% UX/UI Design
    20% Web Development

    Focus Areas

    30% Machine Learning
    25% Chatbots & Conversational AI
    20% Natural Language Processing +2
    15% AI Recommendation Systems
    10% Computer Vision

    SPORTSOFT, an UX agency, provides UX/UI Design and Web Development. The agency is headquartered in Limassol , Cyprus.

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  • Exilon Technology Logotype

    Exilon Technology

    Not yet reviewed

    $5,000+
    Undisclosed
    10 - 49

    Services provided

    30% Cloud Consulting & SI
    30% Generative AI
    20% Web Development +2
    15% AI Development
    5% Mobile App Development

    Focus Areas

    5% Machine Learning
    35% Chatbots & Conversational AI
    20% Natural Language Processing +4
    15% Robotics
    10% Cognitive Computing
    10% Computer Vision
    5% Voice and Speech Recognition

    Exilon Technology is a cloud consulting & SI company. Based in Ahmedabad, India, the agency was established in 2025. Their services include cloud consulting & SI and Generative AI.

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  • Shrinext HealthTech Logotype

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    30% Web Development
    20% AI Development +1
    20% IoT Development

    Focus Areas

    30% Machine Learning
    40% Chatbots & Conversational AI
    10% AI Recommendation Systems +2
    10% Cognitive Computing
    10% Natural Language Processing

    Shrinext HealthTech is a custom software development firm. They are based in Delhi, India. Their team focuses on Custom Software Development and Web Development.

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  • Frisson Devhub Logotype

    Frisson Devhub

    Not yet reviewed

    Undisclosed
    < $25 / hr
    10 - 49

    Services provided

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

    Focus Areas

    30% Machine Learning
    35% AI Recommendation Systems
    35% Chatbots & Conversational AI

    Frisson Devhub is a software development firm founded in 2021. The team offers Custom Software Development and Web Development.

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  • KUKI Agency Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Minsk, Belarus

    Services provided

    20% AI Consulting
    20% AI Development
    20% Blockchain +4
    20% Custom Software Development
    10% Product Design
    5% Branding
    5% Web Design

    Focus Areas

    10% Machine Learning
    50% Chatbots & Conversational AI
    20% AI Recommendation Systems +4
    5% Cognitive Computing
    5% Computer Vision
    5% Natural Language Processing
    5% Voice and Speech Recognition

    KUKI Agency is an AI Consulting company. They are in Minsk, Belarus. Their team specializes in AI Consulting and Artificial Intelligence.

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  • Gulzar Soft Logotype

    Gulzar Soft

    Not yet reviewed

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

    Services provided

    30% AI Development
    30% Mobile App Development
    30% Web Development +1
    10% UX/UI Design

    Focus Areas

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

    Gulzar Soft is a web development firm. Their small team of employees is located in Gujrat, Pakistan. Their team focuses on Web Development and Mobile App Development.

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  • LAXIMA Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Warszawa, Poland

    Services provided

    15% AI Agents
    15% AI Consulting
    15% AI Development +5
    15% Custom Software Development
    15% Generative AI
    15% Web Development
    5% Application Testing
    5% BI & Big Data Consulting & SI

    Focus Areas

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

    Founded in 2023, LAXIMA is an AI company. Their services include Artificial Intelligence and AI Consulting.

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  • PentaDevs Logotype

    PentaDevs

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    35% AI Development
    20% Custom Software Development
    20% Web Development +2
    15% Mobile App Development
    10% AI Agents

    Focus Areas

    15% Machine Learning
    40% Chatbots & Conversational AI
    25% Computer Vision +2
    10% AI Recommendation Systems
    10% Natural Language Processing

    AI firm PentaDevs focuses on Artificial Intelligence and Web Development. They were launched in 2022.

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  • ASYNC Logotype

    ASYNC

    Not yet reviewed

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

    Services provided

    10% AI Agents
    10% AI Consulting
    10% AI Development +7
    10% Call Center Services
    10% Custom Software Development
    10% E-Commerce Development
    10% Generative AI
    10% Mobile App Development
    10% Trucking
    10% Web Development

    Focus Areas

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

    ASYNC is a software development company in Karachi, Pakistan. They specialize in Custom Software Development and Web Development.

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  • MoonMoon Logotype

    Not yet reviewed

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

    Services provided

    50% Business Consulting
    30% AI Consulting
    5% AI Agents +3
    5% AI Development
    5% DevOps Managed Services
    5% Generative AI

    Focus Areas

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

    MoonMoon, a Business Consulting company, was founded in 2024. The company offers Business Consulting and AI Consulting, and is small.

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  • TheNeurotechai Logotype

    TheNeurotechai

    Not yet reviewed

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

    Services provided

    45% Data Annotation Services
    25% Content Moderation Services
    15% AI Consulting +1
    15% Generative AI

    Focus Areas

    20% Machine Learning
    30% Natural Language Processing
    20% Robotics +2
    20% Voice and Speech Recognition
    10% Chatbots & Conversational AI

    TheNeurotechai is a Data Annotation Services company established in 2025. The team offers Data Annotation Services and Content Moderation Services and is in Noida, India.

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  • Encegen Ai Labs Pvt Ltd Logotype

    Not yet reviewed

    $1,000+
    $25 - $49 / hr
    10 - 49
    Pune, India

    Services provided

    15% AI Development
    10% AI Agents
    10% AI Consulting +10
    10% Custom Software Development
    10% Mobile App Development
    10% Web Development
    5% Branding
    5% Enterprise App Modernization
    5% Generative AI
    5% IT Staff Augmentation
    5% Other Application Development
    5% Robotics Process Automation
    5% UX/UI Design

    Focus Areas

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

    Located in Pune, India, Encegen Ai Labs Pvt Ltd is an AI firm. Their services include Artificial Intelligence and AI Consulting.

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  • techexavision Logotype

    techexavision

    Not yet reviewed

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

    Services provided

    40% AI Development
    30% Custom Software Development
    20% Web Development +1
    10% UX/UI Design

    Focus Areas

    10% Machine Learning
    40% Chatbots & Conversational AI
    30% Voice and Speech Recognition +2
    10% AI Recommendation Systems
    10% Computer Vision

    Techexavision is a small artificial intelligence company. Launched in 2025, the team offers Artificial Intelligence and Custom Software Development.

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  • ACLORE WINGS Private Limited Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    10 - 49
    Vadodara, India

    Services provided

    40% IT Staff Augmentation
    15% AI Consulting
    5% BI & Big Data Consulting & SI +8
    5% CRM Consulting and SI
    5% Custom Software Development
    5% E-Commerce Development
    5% ERP Consulting and SI
    5% Generative AI
    5% Staffing
    5% UX/UI Design
    5% Web Design

    Focus Areas

    30% Machine Learning
    35% Chatbots & Conversational AI
    25% AI Recommendation Systems +1
    10% Voice and Speech Recognition

    Small IT staff augmentation company ACLORE WINGS Private Limited, is based in Vadodara, India and San Francisco, California. The team provides IT staff augmentation and AI Consulting.

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  • Texinity Technologies (SMC - PVT) Ltd Logotype

    Texinity Technologies (SMC - PVT) Ltd

    Not yet reviewed

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

    Services provided

    40% Custom Software Development
    20% AI Agents
    20% AI Development +1
    20% Mobile App Development

    Focus Areas

    30% Machine Learning
    40% Chatbots & Conversational AI
    30% AI Recommendation Systems

    Texinity Technologies (SMC - PVT) Ltd is a software development firm. Established in 2021, the team specializes in Custom Software Development and AI Agents.

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  • TechnoGenix Solutions Logotype

    TechnoGenix Solutions

    Not yet reviewed

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

    Services provided

    35% Custom Software Development
    15% Web Development
    10% AI Development +6
    10% E-Commerce Development
    10% Mobile App Development
    5% AR/VR Development
    5% Business Consulting
    5% Marketing Strategy
    5% Social Media Marketing

    Focus Areas

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

    Software development firm TechnoGenix Solutions is headquartered in Dhaka, Bangladesh. They provide Custom Software Development and Web Development and were established in 2024.

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  • Orqa Tech Logotype

    Orqa Tech

    5.0 1 review
    $5,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    20% Mobile App Development
    20% Web Development
    18% Low/No Code Development +5
    15% Custom Software Development
    10% AI Development
    10% UX/UI Design
    6% E-Commerce Development
    1% BI & Big Data Consulting & SI

    Focus Areas

    33% Machine Learning
    29% Computer Vision
    12% Cognitive Computing +5
    10% Chatbots & Conversational AI
    10% Natural Language Processing
    3% AI Recommendation Systems
    2% Voice and Speech Recognition
    1% Robotics

    Orqa Tech offers website development services with a focus on custom CRM solutions for e-commerce, as demonstrated through their collaboration with SuperMoz. Reviews highlight their exceptional project management, adaptability, and client-centric approach, leading to increased website traffic, enhanced user engagement, and improved procurement efficiency. The company's commitment to quality assurance and transparency further solidifies their reputation as a reliable partner in digital innovation projects.

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  • TransformingDigitally Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49
    Amesbury, MA

    Services provided

    10% API Development
    10% Custom Software Development
    10% IoT Development +12
    10% UX/UI Design
    10% Web Development
    5% AI Development
    5% Application Management & Support
    5% Blockchain
    5% DevOps Managed Services
    5% E-Commerce Development
    5% Generative AI
    5% Graphic Design
    5% IT Staff Augmentation
    5% Mobile App Development
    5% Web Design

    Focus Areas

    33% Machine Learning
    25% AI Recommendation Systems
    25% Cognitive Computing +1
    17% Chatbots & Conversational AI

    TransformingDigitally is an IoT development company. They were founded in 2021 and offer IoT development and API Development.

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  • Pro SolutionX Ltd Logotype

    Not yet reviewed

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

    Services provided

    35% Custom Software Development
    20% AI Development
    20% Web Development +3
    10% AI Agents
    10% IT Strategy Consulting
    5% AI Consulting

    Focus Areas

    15% Machine Learning
    30% Chatbots & Conversational AI
    25% Natural Language Processing +4
    10% Computer Vision
    10% Voice and Speech Recognition
    5% AI Recommendation Systems
    5% Cognitive Computing

    In London, England and Jessore, Bangladesh, Pro SolutionX Ltd is a software development firm. Their services include Custom Software Development and Artificial Intelligence.

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  • SignaTech Services Private Limited Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    50 - 249
    New Berlin, WI

    Services provided

    20% Custom Software Development
    10% AI Development
    10% BI & Big Data Consulting & SI +6
    10% IT Managed Services
    10% IT Staff Augmentation
    10% IT Strategy Consulting
    10% IoT Development
    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

    SignaTech Services Private Limited, a software development firm, was launched in 2010. The team specializes in Custom Software Development and IT strategy consulting.

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  • Sitefy Logotype

    Sitefy

    Not yet reviewed

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

    Services provided

    20% Custom Software Development
    10% AI Development
    10% Content Writing Services +6
    10% E-Commerce Development
    10% IT Staff Augmentation
    10% Mobile App Development
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Development

    Focus Areas

    20% Machine Learning
    20% Chatbots & Conversational AI
    15% AI Recommendation Systems +3
    15% Computer Vision
    15% Natural Language Processing
    15% Robotics

    Sitefy, a custom software development firm, was established in 2019. In Bengaluru, India and New York, New York, the team focuses on Custom Software Development and Web Development.

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  • Primalcom Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Data Annotation Services +2
    20% Fulfillment
    20% IoT Development

    Focus Areas

    10% Machine Learning
    30% Chatbots & Conversational AI
    30% Natural Language Processing +2
    20% Voice and Speech Recognition
    10% Computer Vision

    Primalcom is a Seri Kembangan, Malaysia-based software development firm. Established in 2006, the team provides Custom Software Development and IoT development.

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  • WingsGames Logotype

    WingsGames

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    Freelancer

    Services provided

    20% AI Agents
    20% AI Development
    20% AR/VR Development +2
    20% Generative AI
    20% Mobile App Development

    Focus Areas

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

    WingsGames is a mobile application development firm founded in 2009. The team provides Mobile App Development and AR/VR development and is based in Giv'atayim, Israel.

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  • Futureaiit Logotype

    Futureaiit

    5.0 1 review
    $10,000+
    $50 - $99 / hr
    2 - 9

    Services provided

    15% AI Agents
    15% AI Development
    10% AI Consulting +6
    10% BI & Big Data Consulting & SI
    10% Cloud Consulting & SI
    10% IT Managed Services
    10% IT Strategy Consulting
    10% Mobile App Development
    10% Web Design

    Focus Areas

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

    Futureaiit is a healthcare-focused AI and technology services company dedicated to transforming how medical practices, specialty clinics, and healthcare organizations deliver care through

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  • Smart Source Technologies Pte Ltd Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Blockchain +4
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Enterprise App Modernization
    10% IT Managed Services

    Focus Areas

    30% Machine Learning
    30% Chatbots & Conversational AI
    20% Cognitive Computing +1
    20% Natural Language Processing

    AI company Smart Source Technologies Pte Ltd is in Singapore, Singapore. Launched in 2006, the team provides Artificial Intelligence and BI & big data consulting & SI.

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  • Fintalk Software Labs Pvt. Ltd. Logotype

    Not yet reviewed

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

    Services provided

    50% Custom Software Development
    25% AI Development
    25% IoT Development

    Focus Areas

    25% Machine Learning
    25% Chatbots & Conversational AI
    25% Robotics +2
    15% Natural Language Processing
    10% Cognitive Computing

    Small software development firm Fintalk Software Labs Pvt. Ltd., is located in Pune, India. The team provides Custom Software Development and Artificial Intelligence.

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  • CampFire Ltd Logotype

    Not yet reviewed

    $25,000+
    Undisclosed
    2 - 9
    Morrisville, NC

    Services provided

    40% Market Research
    30% Branding
    10% AI Development +3
    10% Marketing Strategy
    5% Content Marketing
    5% Logo

    Focus Areas

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

    CampFire Ltd is a Market Research company. Launched in 2020, the team specializes in Market Research and Branding.

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  • Jadex Strategic Group Logotype

    Jadex Strategic Group

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    40% AI Development
    30% Cybersecurity
    30% IT Managed Services

    Focus Areas

    10% Machine Learning
    100% Cognitive Computing
    30% Natural Language Processing

    Jadex Strategic Group is an artificial intelligence firm. They specialize in Artificial Intelligence and IT managed services and are headquartered in Spring Lake, MI, Michigan.

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  • Teraby Logotype

    Not yet reviewed

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

    Services provided

    40% AI Development
    30% Social Media Marketing
    15% Digital Strategy +2
    10% Other Digital Marketing
    5% Mobile & App Marketing

    Focus Areas

    10% Machine Learning
    60% Chatbots & Conversational AI
    20% Natural Language Processing +1
    10% Cognitive Computing

    Teraby is an artificial intelligence firm based in Ciudad de Guatemala, Guatemala. Their services include Artificial Intelligence and Social Media Marketing.

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  • PowerNoCode Logotype

    Not yet reviewed

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

    Services provided

    60% Custom Software Development
    20% Mobile App Development
    10% AI Development +1
    10% Other Application Development

    Focus Areas

    40% Machine Learning
    40% Cognitive Computing
    20% Natural Language Processing

    PowerNoCode is a custom software development firm. The agency is located in Poznań, Poland. Their services include Custom Software Development and Mobile App Development.

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  • Fordel Studios Logotype

    Not yet reviewed

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

    Services provided

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

    Focus Areas

    25% Machine Learning
    30% Chatbots & Conversational AI
    25% Natural Language Processing +1
    20% Cognitive Computing

    Headquartered in Siliguri, India, Fordel Studios is a web development company. They offer Web Development and Mobile App Development and were established in 2022.

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  • Breakout Content Logotype

    Not yet reviewed

    Undisclosed
    < $25 / hr
    2 - 9
    St. Petersburg, FL

    Services provided

    35% Content Marketing
    35% Search Engine Optimization
    30% AI Development

    Focus Areas

    20% Machine Learning
    50% Chatbots & Conversational AI
    10% AI Recommendation Systems +2
    10% Natural Language Processing
    10% Voice and Speech Recognition

    Breakout Content is a Content Marketing company. Based in St. Petersburg, Florida, the firm was founded in 2023. Their team offers Content Marketing and Search Engine Optimization.

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  • CloudTeams Logotype

    CloudTeams

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    50% IT Staff Augmentation
    20% Cloud Consulting & SI
    20% Cybersecurity +1
    10% AI Consulting

    Focus Areas

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

    CloudTeams is an IT staff augmentation company. Their small team is in Plano, Texas and provides IT staff augmentation and cloud consulting & SI. The firm was launched in 2020.

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  • Leobeard™ Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9
    Wrocław, Poland

    Services provided

    20% AI Consulting
    20% Branding
    20% Product Design +3
    20% UX/UI Design
    10% Low/No Code Development
    10% Web Design

    Focus Areas

    30% Machine Learning
    40% Chatbots & Conversational AI
    15% Computer Vision +1
    15% Voice and Speech Recognition

    Leobeard™ is a branding firm. Established in 2016, the agency is located in Wrocław, Poland. Their team specializes in Branding and Web Design.

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  • Sodelia Inc. Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    2 - 9
    Toronto, Canada

    Services provided

    25% AI Development
    20% Custom Software Development
    20% Mobile App Development +3
    15% API Development
    10% Microservices Architecture Services
    10% Web Design

    Focus Areas

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

    Custom software development firm Sodelia Inc. Focuses on Custom Software Development and Artificial Intelligence. They are in Toronto, Canada.

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  • LinkedBrains LTD Logotype

    LinkedBrains LTD

    Not yet reviewed

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

    Services provided

    20% AI Consulting
    20% IT Strategy Consulting
    15% Digital Strategy +4
    15% Web Development
    10% AI Development
    10% Cybersecurity
    10% E-Commerce Development

    Focus Areas

    20% Machine Learning
    60% Chatbots & Conversational AI
    20% Natural Language Processing

    LinkedBrains LTD, an IT strategy consulting company, is headquartered in London, England. They offer IT strategy consulting and AI Consulting.

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  • CodeOn Sistemas Logotype

    CodeOn Sistemas

    Not yet reviewed

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

    Services provided

    15% IT Managed Services
    15% Mobile App Development
    15% Web Development +7
    10% AI Consulting
    10% API Development
    10% Custom Software Development
    10% Generative AI
    5% DevOps Managed Services
    5% IT Strategy Consulting
    5% UX/UI Design

    Focus Areas

    30% Machine Learning
    40% Cognitive Computing
    30% Chatbots & Conversational AI

    CodeOn Sistemas is an app development firm. Founded in 2025, the firm is located in Olímpico, Brazil. Their services include Mobile App Development and Web Development.

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  • Lagniappe IT, LLC Logotype

    Lagniappe IT, LLC

    Not yet reviewed

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

    Services provided

    45% IT Managed Services
    20% Cybersecurity
    15% AI Consulting +3
    10% AI Development
    5% Cloud Consulting & SI
    5% IT Strategy Consulting

    Focus Areas

    25% Machine Learning
    30% Chatbots & Conversational AI
    20% Natural Language Processing +2
    15% Cognitive Computing
    10% AI Recommendation Systems

    Lagniappe IT, LLC is an IT managed services company. The team specializes in IT managed services and Cybersecurity and is based in Mandeville, Louisiana.

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  • Verexa Technologies Logotype

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9
    Toronto, Canada

    Services provided

    25% AI Development
    20% Custom Software Development
    20% IT Managed Services +3
    15% Generative AI
    10% Cloud Consulting & SI
    10% Web Development

    Focus Areas

    10% Machine Learning
    45% Natural Language Processing
    40% Chatbots & Conversational AI +1
    5% Voice and Speech Recognition

    Verexa Technologies is an AI firm launched in 2026. The agency focuses on Artificial Intelligence and IT managed services.

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  • Altaius Logotype

    Altaius

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% Cloud Consulting & SI
    20% IT Managed Services
    20% IT Strategy Consulting +3
    15% AI Consulting
    15% Generative AI
    10% BI & Big Data Consulting & SI

    Focus Areas

    20% Machine Learning
    50% Natural Language Processing
    30% Chatbots & Conversational AI

    Cloud consulting & SI company Altaius is based in Riyadh, Saudi Arabia. They specialize in cloud consulting & SI and IT managed services and were launched in 2025.

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  • Commiters Logotype

    Not yet reviewed

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

    Services provided

    25% Custom Software Development
    20% Generative AI
    15% Web Development +4
    10% AI Agents
    10% AI Development
    10% API Development
    10% Cloud Consulting & SI

    Focus Areas

    20% Machine Learning
    50% Natural Language Processing
    30% Chatbots & Conversational AI

    Commiters is a custom software development firm founded in 2026. The team specializes in Custom Software Development and Generative AI.

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  • Techroz Solutions Logotype

    Techroz Solutions

    Not yet reviewed

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

    Services provided

    60% Mobile App Development
    20% AI Development
    10% Low/No Code Development +1
    10% UX/UI Design

    Focus Areas

    10% Machine Learning
    70% Chatbots & Conversational AI
    10% Natural Language Processing +1
    10% Voice and Speech Recognition

    Techroz Solutions is a small mobile application development firm launched in 2022. Their team specializes in Mobile App Development and Artificial Intelligence.

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  • FuturmeDesign Logotype

    Not yet reviewed

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

    Services provided

    25% Search Engine Optimization
    20% Web Development
    10% AI Agents +6
    10% AI Consulting
    10% AI Development
    10% Generative AI
    5% Ecommerce Marketing
    5% UX/UI Design
    5% Web Design

    Focus Areas

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

    FuturmeDesign is a SEO services firm. Headquartered in Torrance, California and Rabat, Morocco, the agency provides Search Engine Optimization and Web Development.

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  • Digital Marketers hive Pvt Ltd Logotype

    Digital Marketers hive Pvt Ltd

    Not yet reviewed

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

    Services provided

    15% Web Design
    15% Web Development
    10% AI Consulting +6
    10% AI Development
    10% Blockchain
    10% IT Managed Services
    10% Mobile App Development
    10% Search Engine Optimization
    10% Social Media Marketing

    Focus Areas

    25% Machine Learning
    25% Chatbots & Conversational AI
    25% Cognitive Computing +1
    25% Natural Language Processing

    Web design agency Digital Marketers hive Pvt Ltd was established in 2018. The firm provides Web Design and Web Development.

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  • symplistic.ai Logotype

    symplistic.ai

    Not yet reviewed

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

    Services provided

    30% Web Development
    20% Mobile App Development
    10% AI Consulting +4
    10% AI Development
    10% Branding
    10% UX/UI Design
    10% Web Design

    Focus Areas

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

    Symplistic.ai is a web development firm. They are located in and have small team of experts. Their services include Web Development and Mobile App Development.

    Read more
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  • mnbStudios Logotype

    mnbStudios

    Not yet reviewed

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

    Services provided

    15% AI Agents
    15% AI Consulting
    15% Ecommerce Marketing +5
    15% Performance Marketing
    10% Content Marketing
    10% Email Marketing
    10% Pay Per Click
    10% Social Media Marketing

    Focus Areas

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

    MnbStudios, a Performance Marketing company, was established in 2018. The team focuses on Performance Marketing and Ecommerce Marketing.

    Read more
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  • Predflow Intelligence Logotype

    Predflow Intelligence

    Not yet reviewed

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

    Services provided

    80% AI Agents
    20% AI Development

    Focus Areas

    25% Machine Learning
    25% AI Recommendation Systems
    25% Computer Vision +1
    25% Natural Language Processing

    Predflow Intelligence is an AI Agents company. They offer AI Agents and Artificial Intelligence and were founded in 2022. The agency is headquartered in Mumbai, India.

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  • Webiske Logotype

    Not yet reviewed

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

    Services provided

    30% AI Consulting
    20% AI Agents
    15% Search Engine Optimization +4
    15% Web Design
    10% Social Media Marketing
    5% Digital Strategy
    5% Generative AI

    Focus Areas

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

    AI Consulting company Webiske is in Louisville, Kentucky. Established in 2020, the team offers AI Consulting and AI Agents.

    Read more
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  • Neuronic Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Rosario, Argentina

    Services provided

    20% Custom Software Development
    20% Web Development
    15% AI Development +3
    15% IoT Development
    15% Mobile App Development
    15% Web Design

    Focus Areas

    100% Machine Learning
    25% Natural Language Processing
    15% Chatbots & Conversational AI +1
    10% Robotics

    Neuronic is a software development company. The Rosario, Argentina-based company was founded in 2012. Their services include Custom Software Development and Web Development.

    Read more
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  • Soda Digital Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Sydney, Australia

    Services provided

    20% Custom Software Development
    15% AI Development
    15% E-Commerce Development +4
    15% Mobile App Development
    15% Web Development
    10% Blockchain
    10% UX/UI Design

    Focus Areas

    100% Machine Learning
    20% Natural Language Processing
    10% Chatbots & Conversational AI +1
    10% Robotics

    Soda Digital is a software development company. Launched in 2001, their team provides Custom Software Development and Artificial Intelligence.

    Read more
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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

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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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