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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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10,340 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.

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    Reviews mention Autonomous

    Simform demonstrates a strong sense of autonomy and self-direction, which clients value highly. One reviewer noted their ability to manage projects independently while maintaining close collaboration to align with client needs. The team's responsiveness and proactivity in addressing requirements and seeking improvements were highlighted as particularly impressive. Overall, the sentiment reflects a high level of satisfaction with Simform's ability to deliver projects effectively while allowing clients to trust their management capabilities.
    • Custom Software Dev for Scientific Research Company
      5.0 Mar 13, 2026

      We value the self-direction and autonomy of the Simform team. They work closely with us in setting directions and handling tasks but also display a strong sense of independence and synergy. This allows us to pass projects to them confidently, knowing they will manage them well, from integrating with our AWS deployment to handling complexities with extra dependencies.

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    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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  • Virus Positive Technologies Logotype

    Not yet reviewed

    $1,000+
    < $25 / hr
    50 - 249
    Gurugram, India

    Services provided

    10% AI Development
    10% Application Testing
    10% BI & Big Data Consulting & SI +7
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% Cybersecurity
    10% E-Commerce Development
    10% IT Managed Services
    10% IT Strategy Consulting
    10% Web Development

    Focus Areas

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

    Founded in 2011, Virus Positive Technologies is a software development company. The midsize team offers Custom Software Development and Artificial Intelligence.

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  • geynix Logotype

    geynix

    Not yet reviewed

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

    Services provided

    40% AI Consulting
    40% AI Development
    20% AI Agents

    Focus Areas

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

    AI Consulting company geynix is in hyderabad, India. Their services include AI Consulting and Artificial Intelligence.

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  • Nxt Automation Logotype

    Not yet reviewed

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

    Services provided

    35% AI Development
    30% AI Agents
    10% Custom Software Development +3
    10% Generative AI
    10% Robotics Process Automation
    5% AI Consulting

    Focus Areas

    15% Machine Learning
    30% Chatbots & Conversational AI
    30% Voice and Speech Recognition +1
    25% Natural Language Processing

    Nxt Automation, an artificial intelligence development company, was launched in 2025. The firm specializes in Artificial Intelligence and AI Agents, and is small.

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  • ProxNtelli Labs Pvt Ltd Logotype

    ProxNtelli Labs Pvt Ltd

    Not yet reviewed

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

    Services provided

    30% AR/VR Development
    30% Mobile App Development
    20% AI Development +1
    20% Web Development

    Focus Areas

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

    ProxNtelli Labs Pvt Ltd is an AR/VR development company established in 2014. The firm specializes in AR/VR development and Mobile App Development, and is small.

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  • HDINFOTECH Logotype

    Not yet reviewed

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

    Services provided

    25% Mobile App Development
    25% Web Development
    10% AI Development +4
    10% AR/VR Development
    10% Custom Software Development
    10% E-Commerce Development
    10% Enterprise App Modernization

    Focus Areas

    40% Machine Learning
    30% Cognitive Computing
    15% Chatbots & Conversational AI +1
    15% Natural Language Processing

    HDINFOTECH is a small mobile application development firm in Bengaluru, India and Ahmedabad, India. Their services include Mobile App Development and Web Development.

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  • Cognishift Technologies Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49
    Cairns City, Australia

    Services provided

    25% AI Development
    25% AR/VR Development
    25% IT Strategy Consulting +1
    25% Mobile App Development

    Focus Areas

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

    Cognishift Technologies is an AI firm in Cairns City, Australia. They specialize in Artificial Intelligence and AR/VR development and were established in 2018.

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  • Sahana System Pvt. Ltd. Logotype

    Not yet reviewed

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

    Services provided

    25% Mobile App Development
    25% UX/UI Design
    25% Web Development +2
    15% Branding
    10% AI Development

    Focus Areas

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

    Sahana System Pvt. Ltd. Is an UX company founded in 2012. Their services include UX/UI Design and Web Development.

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  • SparkBrains Pvt. Ltd. Logotype

    Not yet reviewed

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

    Services provided

    50% Web Development
    20% Search Engine Optimization
    10% AI Development +2
    10% Mobile App Development
    10% Social Media Marketing

    Focus Areas

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

    SparkBrains Pvt. Ltd. Is a website development company. The team provides Web Development and Search Engine Optimization, and the agency is based in Panchkula, India.

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  • Modus Suisse Logotype

    Not yet reviewed

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

    Services provided

    30% Mobile App Development
    20% Web Development
    10% AI Development +4
    10% Custom Software Development
    10% E-Commerce Development
    10% Low/No Code Development
    10% Web Design

    Focus Areas

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

    Modus Suisse, a website development company, was founded in 2011. Located in Chamoson, Switzerland, the team specializes in Web Development and Mobile App Development.

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  • AESSSolutions Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bhopal, India

    Services provided

    50% Enterprise App Modernization
    15% IT Managed Services
    15% IT Strategy Consulting +2
    10% AI Consulting
    10% AI Development

    Focus Areas

    30% Machine Learning
    70% Chatbots & Conversational AI

    Founded in 2022, AESSSolutions is an Enterprise App Modernization company. The firm specializes in Enterprise App Modernization and IT strategy consulting.

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  • ShotCoder Tech Logotype

    ShotCoder Tech

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    10% AI Development
    10% Graphic Design +5
    10% Low/No Code Development
    10% Mobile App Development
    10% Search Engine Optimization
    10% UX/UI Design
    10% Web Design

    Focus Areas

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

    Based in Kathmandu, Nepal, ShotCoder Tech is a software development firm. They specialize in Custom Software Development and Search Engine Optimization.

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  • WeGetDesign Logotype

    Not yet reviewed

    $10,000+
    Undisclosed
    10 - 49
    Cardiff, Wales

    Services provided

    30% AI Development
    30% Application Management & Support
    20% Custom Software Development +3
    10% Low/No Code Development
    5% AI Consulting
    5% Generative AI

    Focus Areas

    10% Machine Learning
    40% Natural Language Processing
    25% Chatbots & Conversational AI +2
    15% Voice and Speech Recognition
    10% Cognitive Computing

    WeGetDesign is a custom software development firm founded in 2017. The agency offers Custom Software Development and Artificial Intelligence.

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  • Eera Technology Logotype

    Eera Technology

    Not yet reviewed

    $25,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    15% Enterprise App Modernization
    10% AI Development
    10% CRM Consulting and SI +8
    10% Custom Software Development
    10% Cybersecurity
    10% IoT Development
    10% Other Application Development
    10% Web Design
    5% E-Commerce Development
    5% Mobile App Development
    5% Web Development

    Focus Areas

    40% Machine Learning
    25% Computer Vision
    20% Voice and Speech Recognition +2
    10% Natural Language Processing
    5% Chatbots & Conversational AI

    Established in 2019, Eera Technology is a custom software development firm. The small team focuses on Custom Software Development and Enterprise App Modernization.

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  • Smatter Logotype

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    20% AI Development
    20% Cloud Consulting & SI +2
    20% Cybersecurity
    10% Low/No Code Development

    Focus Areas

    30% Machine Learning
    40% Chatbots & Conversational AI
    20% Cognitive Computing +1
    10% AI Recommendation Systems

    Software development company Smatter specializes in Custom Software Development and cloud consulting & SI. They were founded in 2018.

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  • SudoTechs Logotype

    SudoTechs

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    10 - 49

    Services provided

    25% AI Development
    25% IoT Development
    20% Custom Software Development +2
    15% Digital Strategy
    15% Robotics Process Automation

    Focus Areas

    25% Machine Learning
    50% Robotics
    25% Computer Vision

    SudoTechs is an IoT development company. Their team is headquartered in Cairo, Egypt and Riyadh, Saudi Arabia and offers IoT development and Artificial Intelligence.

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    More responsive than most other service providers

    SudoTechs is very responsive

    They are a great candidate to start a conversation with. Send them a short message or project inquiry.
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  • Traveltekpro It Solution Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% AR/VR Development
    10% Corporate Travel Management +10
    10% Generative AI
    10% IT Staff Augmentation
    10% Mobile & App Marketing
    10% Web Development
    5% API Development
    5% Cloud Consulting & SI
    5% Custom Software Development
    5% IT Managed Services
    5% IT Strategy Consulting
    5% IoT Development

    Focus Areas

    30% Machine Learning
    45% Chatbots & Conversational AI
    10% Cognitive Computing +2
    10% Natural Language Processing
    5% Robotics

    Traveltekpro It Solution is a Mobile & App Marketing company established in 2021. The team specializes in Mobile & App Marketing and IT staff augmentation and is based in Schaumburg, Illinois.

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  • Next XR Group Logotype

    Not yet reviewed

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

    Services provided

    30% AR/VR Development
    20% AI Development
    10% Low/No Code Development +6
    10% Mobile App Development
    10% Web Development
    5% AI Consulting
    5% Generative AI
    5% IoT Development
    5% Wearable App Development

    Focus Areas

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

    Next XR Group is a Narre Warren, Australia-based AR/VR development company. Founded in 2021, the team offers AR/VR development and Artificial Intelligence.

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  • E SENSE IT Logotype

    E SENSE IT

    Not yet reviewed

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

    Services provided

    10% AI Consulting
    10% AI Development
    10% API Development +7
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% IT Strategy Consulting
    10% Mobile App Development
    10% UX/UI Design
    10% Web Development

    Focus Areas

    30% Machine Learning
    25% Chatbots & Conversational AI
    15% AI Recommendation Systems +3
    15% Voice and Speech Recognition
    10% Natural Language Processing
    5% Cognitive Computing

    E SENSE IT is an UX design agency headquartered in Nagpur, India. The team specializes in UX/UI Design and IT strategy consulting.

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  • Catalect Logotype

    Catalect

    Not yet reviewed

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

    Services provided

    30% AI Development
    30% Custom Software Development
    20% Mobile App Development +2
    10% Business Consulting
    10% IT Staff Augmentation

    Focus Areas

    20% Machine Learning
    25% AI Recommendation Systems
    25% Chatbots & Conversational AI +3
    10% Computer Vision
    10% Natural Language Processing
    10% Voice and Speech Recognition

    Catalect is a custom software development firm. The team provides Custom Software Development and Artificial Intelligence.

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  • Ibtidah Solutions Logotype

    Not yet reviewed

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

    Services provided

    20% Mobile App Development
    15% AI Development
    15% Web Development +8
    10% AI Agents
    10% Generative AI
    5% Application Testing
    5% Custom Software Development
    5% DevOps Managed Services
    5% E-Commerce Development
    5% Product Design
    5% UX/UI Design

    Focus Areas

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

    Ibtidah Solutions is an application development company. They are in Oslo, Norway and Lahore, Pakistan. Their team offers Mobile App Development and Web Development.

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  • Clarabella Consulting Logotype

    Not yet reviewed

    $5,000+
    $150 - $199 / hr
    10 - 49
    Clare, MI

    Services provided

    20% AI Agents
    20% AI Consulting
    20% AI Development +2
    20% ERP Consulting and SI
    20% IT Managed Services

    Focus Areas

    10% Machine Learning
    50% Natural Language Processing
    20% Chatbots & Conversational AI +1
    20% Cognitive Computing

    Launched in 2018, Clarabella Consulting, a small artificial intelligence company, is headquartered in Clare, Michigan. Their services include Artificial Intelligence and ERP consulting and SI.

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  • White Raven Tech Inc Logotype

    White Raven Tech Inc

    Not yet reviewed

    $50,000+
    Undisclosed
    10 - 49

    Services provided

    25% AI Consulting
    25% Custom Software Development
    20% Business Consulting +2
    20% IT Strategy Consulting
    10% Application Testing

    Focus Areas

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

    White Raven Tech Inc is an AI Consulting company. Their small team of employees is in Miami, Florida and Tartu, Estonia. Their team offers AI Consulting and Custom Software Development.

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  • Jtek Software Solutions Pvt Ltd Logotype

    Jtek Software Solutions Pvt Ltd

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    10 - 49

    Services provided

    30% AI Development
    30% Custom Software Development
    15% Mobile App Development +2
    15% Web Development
    10% Application Testing

    Focus Areas

    20% Machine Learning
    30% Chatbots & Conversational AI
    20% Natural Language Processing +2
    15% Computer Vision
    15% Voice and Speech Recognition

    Jtek Software Solutions Pvt Ltd is a software development company located in Hyderabad, India. They offer Custom Software Development and Artificial Intelligence.

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  • Codesseum Logotype

    Codesseum

    Not yet reviewed

    Undisclosed
    $25 - $49 / hr
    2 - 9

    Services provided

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

    Focus Areas

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

    Launched in 2023, Codesseum is a custom software development company. The team offers Custom Software Development and Mobile App Development and is headquartered in Yalova, Türkiye.

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  • Revaalo Labs Logotype

    5.0 1 review
    Undisclosed
    Undisclosed
    2 - 9
    Bengaluru, India

    Services provided

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

    Focus Areas

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

    We are a software product development firm with an objective to solve complex problems for our customers. We focus on digital transformation, Industry 4.0, and IoT-based solutions.

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  • Caura & Co. Logotype

    Caura & Co.

    Not yet reviewed

    $10,000+
    Undisclosed
    2 - 9

    Services provided

    60% BI & Big Data Consulting & SI
    30% AI Development
    10% Other IT Consulting and SI

    Focus Areas

    20% Machine Learning
    50% Natural Language Processing
    20% Chatbots & Conversational AI +1
    10% Cognitive Computing

    Launched in 2016, Caura & Co. Is a big data analytics company. The small team specializes in BI & big data consulting & SI and Artificial Intelligence.

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  • Grobiz Logotype

    Grobiz

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    25% AI Development
    25% E-Commerce Development
    25% Mobile App Development +1
    25% Web Development

    Focus Areas

    25% Machine Learning
    25% Chatbots & Conversational AI
    25% Computer Vision +1
    25% Natural Language Processing

    Grobiz is a web development firm. Launched in 2001, the team focuses on Web Development and Mobile App Development. The firm is based in.

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  • Herospace Logotype

    Herospace

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Advertising
    20% Digital Strategy +2
    20% Graphic Design
    20% Web Design

    Focus Areas

    30% Machine Learning
    35% AI Recommendation Systems
    30% Chatbots & Conversational AI +1
    5% Voice and Speech Recognition

    Launched in 2016, Herospace is a small Advertising company. Their team offers Advertising and Digital Strategy.

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  • mTech Consulting Services Logotype

    Not yet reviewed

    $10,000+
    $50 - $99 / hr
    50 - 249
    Hanover, MD

    Services provided

    40% ERP Consulting and SI
    30% Business Consulting
    20% Robotics Process Automation +1
    10% AI Consulting

    Focus Areas

    20% Machine Learning
    35% Computer Vision
    20% AI Recommendation Systems +2
    15% Chatbots & Conversational AI
    10% Natural Language Processing

    MTech Consulting Services is an ERP consulting and SI company. The Hanover, Maryland-based team specializes in ERP consulting and SI and Business Consulting.

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  • Web Panel solutions Logotype

    Web Panel solutions

    5.0 1 review
    $1,000+
    $25 - $49 / hr
    10 - 49

    Services provided

    15% AI Development
    15% Digital Strategy
    15% E-Commerce Development +4
    15% Mobile App Development
    15% UX/UI Design
    15% Web Development
    10% Cloud Consulting & SI

    Focus Areas

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

    Web Panel Solutions was founded in 2015 with a clear vision to help businesses grow through reliable, scalable, and innovative digital solutions. What started as a small team of passionate

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  • InspironLabs Logotype

    Not yet reviewed

    $10,000+
    $25 - $49 / hr
    250 - 999
    Bengaluru, India

    Services provided

    15% Custom Software Development
    10% AI Development
    10% Cloud Consulting & SI +8
    10% Cybersecurity
    10% DevOps Managed Services
    10% Enterprise App Modernization
    10% Microservices Architecture Services
    10% Web Development
    5% Application Management & Support
    5% Application Testing
    5% Mobile App Development

    Focus Areas

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

    InspironLabs, a custom software development company, is located in Bengaluru, India. Established in 2019, the team offers Custom Software Development and Web Development.

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  • Aquadsoft Logotype

    Not yet reviewed

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

    Services provided

    15% AI Development
    10% Custom Software Development
    10% Low/No Code Development +10
    10% Mobile App Development
    10% Wearable App Development
    10% Web Development
    5% Blockchain
    5% E-Commerce Development
    5% Enterprise App Modernization
    5% IoT Development
    5% Pay Per Click
    5% Search Engine Optimization
    5% Social Media Marketing

    Focus Areas

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

    Aquadsoft, a mobile application development firm, provides Mobile App Development and Artificial Intelligence. The firm is in Noida, India and Noida, India.

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  • Gerabot Logotype

    Gerabot

    Not yet reviewed

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

    Services provided

    10% AI Development
    90% Other

    Focus Areas

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

    Gerabot is a Kyiv, Ukraine-based AI firm. They specialize in Artificial Intelligence and AI Consulting.

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  • Ks-Technology Logotype

    Not yet reviewed

    $1,000+
    $200 - $300 / hr
    10 - 49
    Lahore, Pakistan

    Services provided

    20% IT Staff Augmentation
    20% Search Engine Optimization
    20% UX/UI Design +4
    10% AI Development
    10% Blockchain
    10% Mobile App Development
    10% Web Development

    Focus Areas

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

    Located in Lahore, Pakistan, Ks-Technology is a SEO company. Their services include Search Engine Optimization and UX/UI Design.

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  • Nexila.agency Logotype

    Not yet reviewed

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

    Services provided

    30% UX/UI Design
    20% Web Design
    10% AI Development +5
    10% Branding
    10% Product Design
    10% Web Development
    5% Custom Software Development
    5% Mobile App Development

    Focus Areas

    15% Machine Learning
    25% Computer Vision
    20% AI Recommendation Systems +2
    20% Chatbots & Conversational AI
    20% Robotics

    User experience company Nexila.agency is in Casper, Wyoming. Their services include UX/UI Design and Web Design.

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  • DSK Solutions Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% API Development
    10% Custom Software Development +7
    10% DevOps Managed Services
    10% E-Commerce Development
    10% Microservices Architecture Services
    10% Mobile App Development
    10% Other Application Development
    10% UX/UI Design
    10% Web Development

    Focus Areas

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

    DSK Solutions, an user experience company, offers UX/UI Design and Custom Software Development. The company is in Hyderabad, India.

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  • Oronts Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    2 - 9
    München, Germany

    Services provided

    20% AI Consulting
    20% Custom Software Development
    20% DevOps Managed Services +2
    20% IT Strategy Consulting
    20% Web Development

    Focus Areas

    10% Machine Learning
    50% Chatbots & Conversational AI
    20% AI Recommendation Systems +2
    10% Cognitive Computing
    10% Voice and Speech Recognition

    IT strategy consulting company Oronts was launched in 2023. The team focuses on IT strategy consulting and Custom Software Development and is based in München, Germany.

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  • Talk Bpo Logotype

    4.5 1 review
    Undisclosed
    Undisclosed
    10 - 49
    Dublin, Ireland

    Services provided

    20% AI Consulting
    20% Call Center Services
    20% Customer Service Outsourcing +2
    20% Marketing Strategy
    20% Sales Outsourcing

    Focus Areas

    100% Machine Learning

    Talk Bpo specializes in managing back-office operations, voice campaign management, and developing automation solutions. Reviews highlight Talk Bpo's innovative technological solutions, client-centric approach, and proactive issue resolution, resulting in significant improvements in efficiency, ROI, and customer satisfaction. The company is commended for its transparent communication, timely project delivery, and adaptability in dynamic environments.

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  • Etellect Ltd Logotype

    Etellect Ltd

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    20% AI Development
    20% CRM Consulting and SI
    20% Custom Software Development +2
    20% Direct Marketing
    20% ERP Consulting and SI

    Focus Areas

    100% Machine Learning
    20% Chatbots & Conversational AI
    20% Cognitive Computing

    Etellect Ltd is a software development company. Their small team is located in Glasgow , Scotland. Their services include Custom Software Development and Artificial Intelligence.

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  • Red Ninja Studios Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Liverpool, England

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% IoT Development +2
    20% Mobile App Development
    20% UX/UI Design

    Focus Areas

    100% Machine Learning
    20% Cognitive Computing
    10% Chatbots & Conversational AI

    Headquartered in Liverpool, England, Red Ninja Studios is a small user experience company. Their services include UX/UI Design and Artificial Intelligence.

    Read more
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  • Waqartech Ltd Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Birmingham , England

    Services provided

    20% AI Development
    20% Custom Software Development
    20% IT Strategy Consulting +2
    20% Mobile App Development
    20% Web Development

    Focus Areas

    100% Machine Learning
    15% Chatbots & Conversational AI
    15% Cognitive Computing

    Waqartech Ltd is a small custom software development firm. Founded in 2008, the team specializes in Custom Software Development and Artificial Intelligence.

    Read more
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  • upUgo Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bristol, England

    Services provided

    20% AI Development
    20% Marketing Strategy
    20% Public Relations +2
    20% Search Engine Optimization
    20% Web Design

    Focus Areas

    100% Machine Learning
    10% Chatbots & Conversational AI
    10% Cognitive Computing

    UpUgo is an AI development company. Established in 2013, the agency is headquartered in Bristol, England. Their team provides Artificial Intelligence and Marketing Strategy.

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  • ePATHUSA, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    West Des Moines, IA

    Services provided

    30% Cloud Consulting & SI
    20% AI Development
    15% IT Staff Augmentation +5
    15% Web Design
    5% Mobile & App Marketing
    5% Pay Per Click
    5% Search Engine Optimization
    5% Social Media Marketing

    Focus Areas

    20% Machine Learning
    40% Chatbots & Conversational AI
    20% Cognitive Computing +2
    10% Natural Language Processing
    10% Robotics

    Launched in 2005, ePATHUSA, Inc. Is a cloud consulting & SI company. The agency offers cloud consulting & SI and Artificial Intelligence, and is small.

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  • GBSN Research Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Digital Strategy +2
    20% Market Research
    20% Social Media Marketing

    Focus Areas

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

    GBSN Research is a Market Research company. The Lisboa, Portugal-based team provides Market Research and Digital Strategy.

    Read more
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  • Analytical Wizards Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Edison, NJ

    Services provided

    40% BI & Big Data Consulting & SI
    40% Business Consulting
    20% AI Development

    Focus Areas

    100% Machine Learning
    60% Robotics
    20% Chatbots & Conversational AI +1
    10% Cognitive Computing

    Analytical Wizards is a data analytics company in Edison, New Jersey. Their services include BI & big data consulting & SI and Business Consulting.

    Read more
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  • Vivsoft Technologies LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Brambleton, VA

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cloud Consulting & SI +3
    20% Enterprise App Modernization
    10% Blockchain
    10% IoT Development

    Focus Areas

    100% Machine Learning
    25% Chatbots & Conversational AI
    25% Cognitive Computing +1
    25% Robotics

    Vivsoft Technologies LLC, a small Enterprise App Modernization company, is based in Brambleton, Virginia. The team focuses on Enterprise App Modernization and Artificial Intelligence.

    Read more
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  • Nyla Technology Solutions, Inc. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Baltimore, MD

    Services provided

    30% Custom Software Development
    30% Cybersecurity
    20% AI Development +1
    20% BI & Big Data Consulting & SI

    Focus Areas

    100% Machine Learning
    25% Chatbots & Conversational AI
    25% Cognitive Computing +1
    25% Robotics

    Nyla Technology Solutions, Inc. Is a custom software development firm headquartered in Baltimore, Maryland. They specialize in Custom Software Development and Cybersecurity.

    Read more
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  • Meta Bytes Logotype

    Not yet reviewed

    Undisclosed
    $100 - $149 / hr
    10 - 49
    Laholm, Sweden

    Services provided

    25% Custom Software Development
    20% AI Development
    20% IT Strategy Consulting +4
    15% Other IT Consulting and SI
    10% Blockchain
    5% Mobile App Development
    5% Product Design

    Focus Areas

    20% Machine Learning
    40% Natural Language Processing
    15% Cognitive Computing +2
    15% Robotics
    10% Chatbots & Conversational AI

    Custom software development firm Meta Bytes is headquartered in Laholm, Sweden. They specialize in Custom Software Development and IT strategy consulting.

    Read more
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  • SINERWARE S.A.S. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Bogotá, Colombia

    Services provided

    80% Custom Software Development
    20% AI Development

    Focus Areas

    100% Machine Learning
    25% Chatbots & Conversational AI
    25% Cognitive Computing +1
    25% Robotics

    Launched in 2006, SINERWARE S.A.S. Is a custom software development firm. The team offers Custom Software Development and Artificial Intelligence.

    Read more
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  • SoftPoint Consultores S.L. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Madrid, Spain

    Services provided

    20% AI Development
    20% Custom Software Development
    20% Mobile App Development +3
    20% Web Development
    10% Search Engine Optimization
    10% Social Media Marketing

    Focus Areas

    100% Machine Learning
    30% Robotics
    20% Chatbots & Conversational AI +1
    20% Cognitive Computing

    SoftPoint Consultores S.L. Is a software development firm launched in 2007. Headquartered in Madrid, Spain, the team specializes in Custom Software Development and Web Development.

    Read more
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Why Trust Clutch

At Clutch, we believe trust is the foundation of every business relationship. Our mission is to help buyers make confident, data-backed decisions informed by real client experiences.

Every review on Clutch undergoes a rigorous, human-led verification process to make sure it’s valid. Our team of specialists confirms the identity of each reviewer, ensures the project is legitimate, and only publishes reviews that meet our strict criteria.

Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.

We evaluate service providers using a structured methodology that combines:

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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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Clutch’s commitment to transparency is ongoing. We’re constantly refining our systems to protect the integrity of reviews and support you in finding the right agency.

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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