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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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10,343 Companies

AI Expertise: Machine Learning

List of the Top Machine Learning Consultants

  • Featured

    What are Featured Providers?

    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 Proactive

    Simform has received overwhelmingly positive feedback regarding its proactive approach to project management. Clients consistently highlight their responsiveness and ability to anticipate needs, exemplified by one client noting Simform's proactive communication and timely delivery of milestones. Another client praised their willingness to identify and address potential risks, ensuring project timelines were met. Overall, clients view Simform as a committed partner, capable of adapting to evolving requirements and fostering a collaborative environment.
    • UI/UX Design Services & Testing for Mgmt Software Co
      5.0 Mar 13, 2025

      Simform's project management was highly efficient, with all deliverables made on time. They were very responsive to our needs, with the team actively engaging through Microsoft Teams and daily online meetings for status updates. Team members also posted delay updates in the Teams channel, ensuring transparency. What impressed us most about Simform was their exceptional responsiveness and commitment to our success. They consistently delivered high-quality results on time and demonstrated a proactive approach to addressing our needs. The level of communication was outstanding, with daily updates and quick resolutions to any challenges.

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    • Development & QA Support for Lifestyle Membership Platform
      5.0 Apr 3, 2025

      Simform’s project management has been excellent. They consistently delivered reasonably on time, maintained clear and proactive communication, and were quick to address any issues that arose. Their ability to adapt to our evolving needs and go the extra mile—often working weekends—demonstrated a real commitment to our goals.

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    • Backend Dev & Cloud Engineering for AI SaaS Company
      5.0 May 9, 2025

      In cases where there were delays or deviations from the plan, Simform’s team communicated proactively. On rare occasions when unexpected issues arose, their customer success team stepped in promptly to ensure timelines stayed on track and disruptions were minimized. Thanks to the strong support from Simform’s customer success team and the dedication of the engineers provided, the collaboration remained smooth and required minimal oversight from our end.

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    • Custom Software Dev for Annuities Servicing Co
      5.0 Aug 1, 2025

      Yes, always prompt and proactive! Aligns expectations with reality!

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    • Web & Mobile App Dev for Optometry Clinics Network
      5.0 Dec 8, 2025

      Simform’s project management was structured, reliable, and highly responsive. All deliverables were provided on time, with every milestone met as scheduled. They kept communication clear and proactive so we always knew what was happening and what was coming next. Anytime we needed clarification or had additional questions, the team responded quickly and adjusted to our needs without delaying progress.

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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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  • iQud Tek LLP Logotype

    iQud Tek LLP

    Not yet reviewed

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

    Services provided

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

    Focus Areas

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

    IQud Tek LLP is a cloud consulting & SI company headquartered in Gujarat International Finance Tec-City, India. The team focuses on cloud consulting & SI and Custom Software Development.

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  • DATA IMPACT JOINT STOCK COMPANY Logotype

    DATA IMPACT JOINT STOCK COMPANY

    Not yet reviewed

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

    Services provided

    15% AI Development
    15% BI & Big Data Consulting & SI
    15% Web Development +7
    10% AI Agents
    10% Custom Software Development
    10% Engineering
    10% Generative AI
    5% Blockchain
    5% IT Strategy Consulting
    5% IoT Development

    Focus Areas

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

    DATA IMPACT JOINT STOCK COMPANY is a website development firm. Headquartered in Hanoi, Vietnam, the agency was established in 2023. Their team offers Web Development and Artificial Intelligence.

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  • BluCloud Group Logotype

    Not yet reviewed

    $5,000+
    $100 - $149 / hr
    10 - 49
    Tallinn, Estonia

    Services provided

    5% AI Agents
    5% AI Consulting
    5% AI Development +17
    5% BI & Big Data Consulting & SI
    5% Blockchain
    5% Branding
    5% Cloud Consulting & SI
    5% Conversion Optimization
    5% Custom Software Development
    5% Cybersecurity
    5% Digital Strategy
    5% E-Commerce Development
    5% ERP Consulting and SI
    5% Generative AI
    5% Graphic Design
    5% IT Strategy Consulting
    5% Product Design
    5% UX/UI Design
    5% Web Design
    5% Web Development

    Focus Areas

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

    BluCloud Group is a branding company. Headquartered in Tallinn, Estonia, the team offers Branding and Conversion Optimization.

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  • FuturistiQ Solutions Logotype

    FuturistiQ Solutions

    Not yet reviewed

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

    Services provided

    30% ECM Consulting and SI
    20% AI Development
    20% IT Strategy Consulting +3
    10% Business Consulting
    10% ERP Consulting and SI
    10% Enterprise App Modernization

    Focus Areas

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

    FuturistiQ Solutions is an ECM consulting and SI company. They are located in Sharjah, United Arab Emirates and have small team. Their team offers ECM consulting and SI and IT strategy consulting.

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  • CloudStakes Technology Pvt. Ltd. Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Cloud Consulting & SI
    20% Custom Software Development +3
    20% IoT Development
    10% Cybersecurity
    10% IT Managed Services

    Focus Areas

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

    Based in Ahmedabad, India, CloudStakes Technology Pvt. Ltd. Is a cloud consulting & SI company. Launched in 2017, the team focuses on cloud consulting & SI and Custom Software Development.

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  • BetaMind, Inc. Logotype

    Not yet reviewed

    $25,000+
    $50 - $99 / hr
    10 - 49
    Shibuya City, Japan

    Services provided

    45% Custom Software Development
    35% Mobile App Development
    20% Generative AI

    Focus Areas

    20% Machine Learning
    50% Chatbots & Conversational AI
    20% Natural Language Processing +1
    10% AI Recommendation Systems

    BetaMind, Inc. Is a small Shibuya City, Japan-based custom software development company. The team offers Custom Software Development and Mobile App Development.

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  • dnc-algo Logotype

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    20% AI Development
    20% Cloud Consulting & SI +5
    10% Business Consulting
    5% Translation
    5% UX/UI Design
    5% Web Design
    5% Web Development

    Focus Areas

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

    Founded in 2019, dnc-algo is a small software development company. Their services include Custom Software Development and Artificial Intelligence.

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  • Codimite Logotype

    Not yet reviewed

    $5,000+
    $25 - $49 / hr
    2 - 9
    Dehiwala-Mount Lavinia, Sri Lanka

    Services provided

    10% AI Development
    10% BI & Big Data Consulting & SI
    10% Back Office Outsourcing +7
    10% CRM Consulting and SI
    10% Cloud Consulting & SI
    10% Custom Software Development
    10% E-Commerce Development
    10% Mobile App Development
    10% Transcription
    10% Unified Communications Consulting & SI

    Focus Areas

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

    Launched in 2020, Codimite is a small software development firm. Their team provides Custom Software Development and Artificial Intelligence.

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  • Irasus Logotype

    Not yet reviewed

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

    Services provided

    30% IoT Development
    20% AI Development
    10% Custom Software Development +6
    10% Other Application Development
    10% Web Development
    5% Application Management & Support
    5% Cloud Consulting & SI
    5% Enterprise App Modernization
    5% IT Managed Services

    Focus Areas

    30% Machine Learning
    70% Robotics

    Irasus is an IoT development company in Delhi, India. They focus on IoT development and Artificial Intelligence.

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  • Simplified Technology Solutions Logotype

    Not yet reviewed

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

    Services provided

    30% Custom Software Development
    25% Mobile App Development
    20% AI Development +2
    15% UX/UI Design
    10% Web Development

    Focus Areas

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

    Simplified Technology Solutions, a custom software development company, specializes in Custom Software Development and Mobile App Development. The agency is in Dallas, Texas.

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  • 6 Seeds Consulting Logotype

    Not yet reviewed

    $25,000+
    $200 - $300 / hr
    2 - 9
    Burlington, Canada

    Services provided

    20% Market Research
    20% Marketing Strategy
    15% Business Consulting +5
    15% Public Relations
    10% AI Consulting
    10% Branding
    5% Advertising
    5% Product Marketing

    Focus Areas

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

    6 Seeds Consulting is a Marketing Strategy company. The team focuses on Marketing Strategy and Market Research and is located in Burlington, Canada.

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  • Grey Matter Direct Logotype

    Grey Matter Direct

    Not yet reviewed

    $5,000+
    Undisclosed
    2 - 9

    Services provided

    20% AI Development
    20% Pay Per Click
    20% Print Design +2
    20% Search Engine Optimization
    20% Web Development

    Focus Areas

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

    Grey Matter Direct is a SEO company. Launched in 2014, the firm is in Mount Laurel Township, New Jersey and Roanoke, Virginia. Their services include Search Engine Optimization and Pay Per Click.

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  • Runjack Logotype

    Not yet reviewed

    $1,000+
    $50 - $99 / hr
    2 - 9
    Cape Town, South Africa

    Services provided

    30% AI Development
    20% CRM Consulting and SI
    10% Branding +4
    10% Content Marketing
    10% Marketing Strategy
    10% Web Design
    10% Web Development

    Focus Areas

    20% Machine Learning
    35% Chatbots & Conversational AI
    30% Natural Language Processing +1
    15% Voice and Speech Recognition

    Runjack is a Cape Town, South Africa-based AI firm. They focus on Artificial Intelligence and CRM consulting and SI.

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  • Cloudlem Pvt Ltd Logotype

    5.0 2 reviews
    $5,000+
    $25 - $49 / hr
    10 - 49
    Gilgit, Pakistan

    Services provided

    40% Cloud Consulting & SI
    15% AI Development
    15% DevOps Managed Services +2
    15% IT Managed Services
    15% Web Development

    Focus Areas

    10% Machine Learning
    30% AI Recommendation Systems
    20% Chatbots & Conversational AI +4
    10% Cognitive Computing
    10% Computer Vision
    10% Natural Language Processing
    10% Robotics

    Cloudlem (Pvt) Ltd is a Gilgit‑based DevOps & cloud consulting firm founded in 2022. They specialize in full-cycle DevOps and cloud engineering services, automating CI/CD pipelines, container

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  • Envigo Marketing Private Limited Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    10% Content Marketing
    10% Custom Software Development +7
    10% E-Commerce Development
    10% Email Marketing
    10% Pay Per Click
    10% Search Engine Optimization
    10% Social Media Marketing
    10% UX/UI Design
    10% Web Development

    Focus Areas

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

    Envigo Marketing Private Limited is a custom software development firm. Headquartered in New Delhi, India, the team focuses on Custom Software Development and UX/UI Design.

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  • Ambit Software Logotype

    Not yet reviewed

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

    Services provided

    40% CRM Consulting and SI
    20% Digital Engineering
    10% AI Consulting +4
    10% Cloud Consulting & SI
    10% IT Managed Services
    5% ERP Consulting and SI
    5% Web Development

    Focus Areas

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

    Ambit Software is a midsize Pune, India-based CRM consulting and SI company. Their services include CRM consulting and SI and Digital Engineering.

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  • Kiba Labs Logotype

    Kiba Labs

    Not yet reviewed

    $1,000+
    $150 - $199 / hr
    Freelancer

    Services provided

    30% Custom Software Development
    20% Mobile App Development
    20% Web Development +3
    10% AI Development
    10% Cloud Consulting & SI
    10% IT Strategy Consulting

    Focus Areas

    50% Machine Learning
    50% Natural Language Processing

    Kiba Labs is a custom software development company. They are in Stanmore, England. Their team focuses on Custom Software Development and Mobile App Development.

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  • GAC Business Solutions Logotype

    Not yet reviewed

    $25,000+
    $100 - $149 / hr
    50 - 249
    Oirschot, Netherlands

    Services provided

    45% ERP Consulting and SI
    30% CRM Consulting and SI
    15% Custom Software Development +1
    10% AI Consulting

    Focus Areas

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

    ERP consulting and SI company GAC Business Solutions was launched in 1983. The team provides ERP consulting and SI and CRM consulting and SI.

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  • The Skillers Marketing Logotype

    Not yet reviewed

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

    Services provided

    20% AI Development
    20% Branding
    20% Content Marketing +2
    20% E-Commerce Development
    20% Web Development

    Focus Areas

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

    Established in 2023, The Skillers Marketing is a small Wah, Pakistan-based branding company. Their services include Branding and Content Marketing.

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  • Navigotech Innovation Logotype

    Navigotech Innovation

    Not yet reviewed

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

    Services provided

    25% Custom Software Development
    20% AI Development
    15% Web Development +6
    10% IT Staff Augmentation
    10% Mobile App Development
    5% AI Agents
    5% CRM Consulting and SI
    5% E-Commerce Development
    5% UX/UI Design

    Focus Areas

    25% Machine Learning
    40% Chatbots & Conversational AI
    15% AI Recommendation Systems +2
    15% Natural Language Processing
    5% Voice and Speech Recognition

    Navigotech Innovation is an Indore, India-based custom software development firm. Their services include Custom Software Development and Artificial Intelligence.

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  • Fletter Consulting Group, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    Freelancer
    Mount Prospect, IL

    Services provided

    34% AI Consulting
    34% AI Development
    32% Business Consulting

    Focus Areas

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

    Fletter Consulting Group, LLC, an artificial intelligence firm, was launched in 2021. The small team provides Artificial Intelligence and AI Consulting.

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  • Skyfield Digital Logotype

    Skyfield Digital

    Not yet reviewed

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

    Services provided

    35% Demand Generation Marketing
    35% Search Engine Optimization
    20% Web Design +1
    10% AI Consulting

    Focus Areas

    20% Machine Learning
    80% Chatbots & Conversational AI

    Headquartered in Meriden, Connecticut, Skyfield Digital is a small SEO agency. Their services include Search Engine Optimization and Demand Generation Marketing.

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  • The Social Bear Logotype

    4.5 3 reviews
    $1,000+
    $25 - $49 / hr
    10 - 49
    Noida, India

    Services provided

    15% Web Design
    10% AI Development
    10% Generative AI +9
    10% Pay Per Click
    10% Search Engine Optimization
    10% Social Media Marketing
    10% Web Development
    5% AI Consulting
    5% Ecommerce Marketing
    5% Other Digital Marketing
    5% Performance Marketing
    5% Product Marketing

    Focus Areas

    5% Machine Learning
    40% AI Recommendation Systems
    15% Chatbots & Conversational AI +5
    15% Voice and Speech Recognition
    10% Natural Language Processing
    5% Cognitive Computing
    5% Computer Vision
    5% Robotics

    The Social Bear is a full-service digital agency based in Noida, India, serving clients across the US, UK, UAE, and Kuwait since 2017. With a team of 65+ specialists, we deliver SEO, web design

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  • AURA DIGITAL LAB LLC Logotype

    Not yet reviewed

    $5,000+
    $50 - $99 / hr
    Freelancer
    Niš, Serbia

    Services provided

    40% AI Development
    35% Custom Software Development
    25% Web Development

    Focus Areas

    25% Machine Learning
    35% Chatbots & Conversational AI
    30% Natural Language Processing +1
    10% AI Recommendation Systems

    AURA DIGITAL LAB LLC is an AI development company. The Niš, Serbia-based firm was established in 2026. Their team specializes in Artificial Intelligence and Custom Software Development.

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  • Knightfox App Design Ltd. Logotype

    Not yet reviewed

    $5,000+
    Undisclosed
    10 - 49
    Kingston 6, Jamaica

    Services provided

    25% E-Commerce Development
    25% Mobile App Development
    25% Web Development +2
    15% Blockchain
    10% AI Development

    Focus Areas

    15% Machine Learning
    60% Natural Language Processing
    25% Chatbots & Conversational AI

    Knightfox App Design Ltd. Is a website development firm. Established in 2014, the firm is based in Kingston 6, Jamaica. Their team focuses on Web Development and Mobile App Development.

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  • ChatBot Logotype

    ChatBot

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49

    Services provided

    10% AI Development
    90% Other

    Focus Areas

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

    ChatBot is a small artificial intelligence company in. Their services include Artificial Intelligence and AI Consulting.

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  • Haptik Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    10 - 49
    Frisco, TX

    Services provided

    10% AI Development
    90% Other

    Focus Areas

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

    Haptik is an artificial intelligence development company. Established in 2013, the team offers Artificial Intelligence and AI Consulting.

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  • Mindsay Logotype

    Not yet reviewed

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

    Services provided

    10% AI Development
    90% Other

    Focus Areas

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

    In Paris, France, Mindsay is an artificial intelligence company. Established in 2016, the team specializes in Artificial Intelligence and AI Consulting.

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  • EQOD Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Scottsdale, AZ

    Services provided

    20% AI Consulting
    20% Accounting
    20% Back Office Outsourcing +2
    20% Digital Engineering
    20% HR Outsourcing

    Focus Areas

    100% Machine Learning

    EQOD is a small Scottsdale, Arizona-based Back Office Outsourcing company. Their services include Back Office Outsourcing and Accounting.

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  • TrueParallel Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Raleigh, NC

    Services provided

    40% IoT Development
    40% Mobile App Development
    20% AI Development

    Focus Areas

    100% Machine Learning
    40% Robotics
    20% Chatbots & Conversational AI +1
    20% Cognitive Computing

    TrueParallel is an IoT development company established in 2001. Located in Raleigh, North Carolina, the team provides IoT development and Mobile App Development.

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  • 8d Tech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Alpharetta, GA

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% E-Commerce Development +2
    20% IoT Development
    20% UX/UI Design

    Focus Areas

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

    Launched in 2013, 8d Tech is an user experience company. Their services include UX/UI Design and Artificial Intelligence.

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  • Orsa Technologies, LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Phoenix, AZ

    Services provided

    20% AI Development
    20% Application Testing
    20% Custom Software Development +2
    20% Cybersecurity
    20% IT Managed Services

    Focus Areas

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

    Launched in 2011, Orsa Technologies, LLC is a custom software development company. The small team specializes in Custom Software Development and Artificial Intelligence.

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  • JMA RESOURCES, INC. Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    East Berlin, PA

    Services provided

    20% AI Development
    20% BI & Big Data Consulting & SI
    20% Cybersecurity +2
    20% IoT Development
    20% Logistics & Supply Chain Consulting

    Focus Areas

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

    JMA RESOURCES, INC. Is a small artificial intelligence firm located in East Berlin, Pennsylvania. Their services include Artificial Intelligence and BI & big data consulting & SI.

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  • Remote Cloud Consulting, Inc. Logotype

    Remote Cloud Consulting, Inc.

    Not yet reviewed

    $10,000+
    $100 - $149 / hr
    2 - 9

    Services provided

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

    Focus Areas

    100% Machine Learning

    Remote Cloud Consulting, Inc., a cloud consulting & SI company, was founded in 2020. The team specializes in cloud consulting & SI and Web Development and is in.

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  • Aries Tech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Seregno, Italy

    Services provided

    20% AI Development
    20% Blockchain
    20% Blockchain Marketing +3
    20% IoT Development
    10% Custom Software Development
    10% Mobile App Development

    Focus Areas

    100% Machine Learning
    55% Natural Language Processing
    25% Chatbots & Conversational AI +1
    10% Cognitive Computing

    Aries Tech, an IoT development company, was founded in 2014. The team focuses on IoT development and Artificial Intelligence.

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  • Merope Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Warszawa, Poland

    Services provided

    25% Blockchain
    25% Blockchain Marketing
    20% AI Development +2
    20% IoT Development
    10% AR/VR Development

    Focus Areas

    100% Machine Learning
    60% Chatbots & Conversational AI
    20% Cognitive Computing +1
    10% Natural Language Processing

    Merope is a Blockchain company founded in 2022. The team offers Blockchain and Blockchain Marketing.

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  • SmartOperations Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Milano, Italy

    Services provided

    40% Business Consulting
    20% AI Development
    20% AR/VR Development +1
    20% Blockchain

    Focus Areas

    100% Machine Learning
    70% Chatbots & Conversational AI
    10% Cognitive Computing +1
    10% Natural Language Processing

    In Milano, Italy and Sesto Fiorentino, Italy, SmartOperations is a Business Consulting company. They specialize in Business Consulting and AR/VR development.

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  • MuchoTech Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Las Vegas, NV

    Services provided

    20% Custom Software Development
    20% IT Strategy Consulting
    10% AI Consulting +5
    10% AI Development
    10% AR/VR Development
    10% Blockchain
    10% IoT Development
    10% Mobile App Development

    Focus Areas

    100% Machine Learning
    30% Natural Language Processing
    10% Chatbots & Conversational AI

    Founded in 2021, MuchoTech is an IT strategy consulting company. The agency provides IT strategy consulting and Custom Software Development, and is small.

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  • WOW Factory Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Milano, Italy

    Services provided

    40% Blockchain
    20% AI Development
    20% AR/VR Development +1
    20% IoT Development

    Focus Areas

    100% Machine Learning
    45% Cognitive Computing
    30% Natural Language Processing +1
    10% Chatbots & Conversational AI

    WOW Factory is a Blockchain company. Based in Milano, Italy, their small team offers Blockchain and AR/VR development. The firm was launched in 2021.

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  • Lopez Research Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    San Francisco, CA

    Services provided

    60% Market Research
    20% Marketing Strategy
    10% AI Consulting +1
    10% AI Development

    Focus Areas

    100% Machine Learning
    25% Natural Language Processing
    15% Chatbots & Conversational AI

    Lopez Research is a Market Research company based in San Francisco, California. They specialize in Market Research and Marketing Strategy and were founded in 2008.

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  • TechFirst LLC Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    South Windsor, CT

    Services provided

    40% Cloud Consulting & SI
    30% BI & Big Data Consulting & SI
    10% AI Consulting +2
    10% AI Development
    10% Low/No Code Development

    Focus Areas

    100% Machine Learning
    30% Chatbots & Conversational AI
    10% Natural Language Processing

    Founded in 2015, TechFirst LLC is a data analytics company. The company specializes in BI & big data consulting & SI and cloud consulting & SI.

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  • Funnel 33 Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Eagle, ID

    Services provided

    20% AR/VR Development
    20% Custom Software Development
    20% IT Strategy Consulting +3
    20% UX/UI Design
    10% AI Consulting
    10% AI Development

    Focus Areas

    100% Machine Learning
    20% Chatbots & Conversational AI
    20% Natural Language Processing

    Small user experience agency Funnel 33, is based in Eagle, Idaho. Their services include UX/UI Design and IT strategy consulting.

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  • CyberHub Podcast Logotype

    CyberHub Podcast

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    70% Cybersecurity
    10% AI Consulting
    10% AI Development +1
    10% IoT Development

    Focus Areas

    100% Machine Learning
    25% Natural Language Processing
    10% Chatbots & Conversational AI

    CyberHub Podcast is a Cybersecurity company located in Alpharetta, Georgia. Their services include Cybersecurity and IoT development.

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  • Smart Factory IO Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Overland Park, KS

    Services provided

    20% Cloud Consulting & SI
    20% Enterprise App Modernization
    20% IT Staff Augmentation +3
    20% Mobile App Development
    10% AI Consulting
    10% AI Development

    Focus Areas

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

    Smart Factory IO is a cloud consulting & SI company. Launched in 2017, the team provides cloud consulting & SI and IT staff augmentation.

    Read more
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  • Dignitas Solutions Inc Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Scarborough, ME

    Services provided

    20% Cloud Consulting & SI
    20% IT Staff Augmentation
    10% AI Consulting +5
    10% AI Development
    10% BI & Big Data Consulting & SI
    10% IT Strategy Consulting
    10% Recruiting
    10% Staffing

    Focus Areas

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

    Dignitas Solutions Inc is a cloud consulting & SI company established in 2017. The small team provides cloud consulting & SI and IT staff augmentation.

    Read more
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  • Intrigue Enterprises LLC Logotype

    Intrigue Enterprises LLC

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9

    Services provided

    20% AR/VR Development
    20% BI & Big Data Consulting & SI
    20% Blockchain Marketing +3
    20% Business Consulting
    10% AI Consulting
    10% AI Development

    Focus Areas

    100% Machine Learning
    10% Chatbots & Conversational AI
    10% Natural Language Processing

    Intrigue Enterprises LLC is a big data company. In Maple Grove, Minnesota, the company was founded in 1996. Their team provides BI & big data consulting & SI and AR/VR development.

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  • Maazsoft Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Harrisonville, MO

    Services provided

    60% Custom Software Development
    20% Web Development
    10% AI Consulting +1
    10% AI Development

    Focus Areas

    100% Machine Learning
    20% Chatbots & Conversational AI
    20% Natural Language Processing

    Established in 2017, Maazsoft is a custom software development firm. The agency offers Custom Software Development and Web Development, and is small.

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  • DATA SWING Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Courbevoie, France

    Services provided

    40% BI & Big Data Consulting & SI
    20% Custom Software Development
    10% AI Consulting +3
    10% AI Development
    10% CRM Consulting and SI
    10% Content Moderation Services

    Focus Areas

    100% Machine Learning
    10% Chatbots & Conversational AI
    10% Natural Language Processing

    DATA SWING is a big data analytics company founded in 2013. The company offers BI & big data consulting & SI and Custom Software Development.

    Read more
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  • Stat4decision Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Paris, France

    Services provided

    50% BI & Big Data Consulting & SI
    20% Custom Software Development
    10% AI Consulting +2
    10% AI Development
    10% Content Moderation Services

    Focus Areas

    100% Machine Learning
    10% Chatbots & Conversational AI
    10% Natural Language Processing

    Stat4decision is a business intelligence company. Established in 2015, the team specializes in BI & big data consulting & SI and Custom Software Development.

    Read more
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  • AD MAIORA CS Logotype

    Not yet reviewed

    Undisclosed
    Undisclosed
    2 - 9
    Paris, France

    Services provided

    20% BI & Big Data Consulting & SI
    20% Business Consulting
    20% Content Moderation Services +3
    20% IoT Development
    10% AI Consulting
    10% AI Development

    Focus Areas

    100% Machine Learning
    10% Chatbots & Conversational AI
    10% Natural Language Processing

    Founded in 2006, AD MAIORA CS is a big data company. The agency provides BI & big data consulting & SI and IoT development.

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

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

We evaluate service providers using a structured methodology that combines:

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This data powers tools like the Leaders Matrix, which helps you compare agencies directly. Our research team curates rankings by weighing verified reviews most heavily, so the most trusted and experienced providers rise to the top.

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Ability to deliver
Focus
Clutch Leaders Matrix

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

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

    Antier

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

    Ability to deliver

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

    Service focus

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

    Gigster

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

    Ability to deliver

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

    Service focus

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

    Zoolatech

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

    Ability to deliver

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

    Service focus

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

    SoluLab

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

    Ability to deliver

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

    Service focus

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

    HatchWorks AI

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

    Ability to deliver

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

    Service focus

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

    N-iX

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

    Ability to deliver

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

    Service focus

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

    GroupBWT

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

    Ability to deliver

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

    Service focus

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

    Addepto (Part of KMS Technology)

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

    Ability to deliver

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

    Service focus

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

    Dotsquares

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

    Ability to deliver

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

    Service focus

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

    ZONE3000

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

    Ability to deliver

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

    Service focus

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

    BairesDev

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

    Ability to deliver

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

    Service focus

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

    Vention

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

    Ability to deliver

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

    Service focus

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

    Scopic

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

    Ability to deliver

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

    Service focus

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

    Quytech

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

    Ability to deliver

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

    Service focus

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

    Dreamers Inc.

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

    Ability to deliver

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

    Service focus

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

    Temy

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

    Ability to deliver

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

    Service focus

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

    Maruti Techlabs

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

    Ability to deliver

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

    Service focus

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

    Blink22

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

    Ability to deliver

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

    Service focus

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

    Svitla Systems

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

    Ability to deliver

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

    Service focus

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

Latest Machine Learning Articles

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Artificial Intelligence Brand Identity
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What are deepfakes, and how do they affect what online users trust? AI fakes of real people erode consumer trust. Here’s how your brand can defend against...

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Artificial Intelligence Thought Leadership, Executive Voices

Machine Learning Company FAQs

Looking for a machine learning company but not sure where to start? We've put together answers to the most common questions businesses ask when searching for a trusted partner. This FAQ covers what you need to know before hiring a machine learning company, from pricing and services to results and red flags.

Clutch features AI firms building data-driven automation and decision-making models based on a proprietary methodology. The top machine learning companies for 2026 include:

  1. Edvantis

  2. Dualboot Partners

  3. WPWeb Infotech

  4. Opinov8 Digital and Engineering Solutions

  5. Antier

  6. Valletta.Software: AI-Care

  7. Simform

  8. Valere

  9. fxis.ai

  10. Fingent

  11. Dotsquares

  12. AgileEngine

  13. HatchWorks AI

  14. STX Next

  15. tkxel

Look for five things: relevant domain and data experience (have they solved problems like yours, on data like yours); verified reviews with measurable ML outcomes, not just generic praise; a production / MLOps track record rather than prototypes that never shipped; a clear data-security and compliance posture; and explicit IP and data-ownership terms. Clutch profiles surface verified reviews, project sizes, hourly rates, and industry focus so you can screen on each of these before you shortlist.

It depends on your industry, but reputable providers can work to SOC 2, GDPR, and/or HIPAA requirements, with end-to-end data encryption, secure model-training environments, and clear intellectual-property and data-ownership clauses in the contract. If you operate in healthcare, finance, or another regulated sector, confirm the specific certifications and ask how the vendor handles your data during training before signing.

Onboarding — establishing secure data pipelines, signing NDAs, and aligning on scope and MLOps infrastructure — typically takes around 4 to 8 weeks. The full timeline for a custom model varies widely with how clean and ready your data is; data preparation is frequently the longest phase, so providers that scope it carefully up front tend to deliver more predictably.

Every provider here goes through Clutch's verification process — confirming business registration, legal history, and client feedback, including direct client interviews. To narrow by geography, use the location filter or browse city-level rankings (for example, machine learning companies in Chicago, Denver, or Los Angeles) — though most ML work is delivered remotely, so weigh specialization and reviews alongside location.

Among the firms listed here, minimum project sizes range from about $1,000 to $75,000+, with hourly rates most commonly $50–$99 (the full range runs $25–$199, and some firms quote per-project rather than hourly). As a rough guide, a proof-of-concept often starts near $10,000, while enterprise-grade, production-scale model development can reach $250,000 or more. The biggest cost drivers are how ready your data is, how complex the model is, whether you need MLOps and ongoing monitoring, and how deeply the model must integrate with your existing systems.

Often, yes — just not always as a fully custom, from-scratch model. Below roughly $25,000, the practical path is usually integrating pre-trained or foundation-model APIs and managed services rather than training a bespoke model, and a boutique consultant can stand up that kind of integration for a fraction of a custom build. Use the minimum project size filter to find providers that work at your budget, and be clear with them about whether you need a custom model or a smart integration of existing ones.

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