Top Machine Learning Model Development Firms

Machine learning model development firms build predictive and classification models trained on a client's own data: demand forecasts, churn and credit-risk scores, fraud detection, defect detection from images and document classification. The work spans data preparation, feature engineering, model selection and training, evaluation against a baseline and deployment into production. Companies hire one when they have the use case and the data but no data science team, or when a notebook prototype must run reliably in production.

Ask each company below what metric past models were judged on and what they beat, how data that cannot leave your environment is handled, and whether they deploy and monitor or stop at a trained file.

How this list is built

We evaluate companies on verified profile data: services, pricing, locations, and portfolio. Client reviews are being collected. We may earn a fee for some placements. How we rank and verify

List of the Best Machine Learning Model Development Agencies

  1. Is this your business? Become an Edverise partner & Claim Now

    PYGIO is a specialized consulting firm that supports businesses in creating effective software and data analytics solutions. We design impressive software and provide assistance with tailor-made systems, data strategies, AI implementation, and team enhancement.


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Johannesburg, Gauteng, Za

    Services Provided+1 Services
    23% Custom Web Application Development
    10% Mobile App Development (iOS & Android)
    33% Product UX Strategy
    20% Generative AI
    AI Summary

    “PYGIO is a consulting firm specializing in bespoke software development, data analytics, AI integration, and team optimization to support business growth and technology strategy.”

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    The Kepler Team is an innovative lab in digital health dedicated to assisting visionary teams in creating smarter solutions, ensuring seamless integration, and transforming innovation into tangible results. We empower healthcare innovators to develop and scale impactful technology. Our distinctive a


    Highlights

    $10,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    10-49

    Employees

    Charlotte, North Carolina, Us

    Services Provided+1 Services
    23% Custom Web Application Development
    10% Mobile App Development (iOS & Android)
    20% AI Strategy & Roadmap Consulting
    14% Machine Learning Model Development
    AI Summary

    “Kepler Team partners with healthcare innovators to design, develop, and scale impactful digital health solutions, integrating innovation with user adoption for compliant, scalable technology outcomes.”

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    Welcome to Artisan Technologies, where innovation aligns with precision. We focus on developing state-of-the-art software solutions that shape the future of machine control, robotics, and automation. Our expertise ranges from tailored robotics software creation to sophisticated machine vision and AI


    Highlights

    $1,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided
    33% Custom Web Application Development
    20% Machine Learning Model Development
    14% Robotic Process Automation (RPA)
    33% Print Design
    AI Summary

    “Artisan Technologies specializes in innovative software for machine control, robotics, automation, AI integration, and IoT, delivering customized solutions and comprehensive support to optimize industrial processes.”

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    Ammonite Softworks, LLC provides a variety of professional software development services tailored to meet the unique requirements of each client. Regardless of where you are in the software development life cycle—whether you're beginning with just an idea or have a long-established software solution


    Highlights

    $10,000+

    Min Project Size

    2-9

    Employees

    Services Provided+2 Services
    25% Custom Web Application Development
    15% Backend Development
    10% API Development & Integration
    20% Machine Learning Model Development
    AI Summary

    “Ammonite Softworks, LLC offers custom software development and AI-driven solutions, delivering tailored web applications, backend services, and advanced AI integrations to meet diverse client needs.”

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    JTek is a provider of high-quality AI-powered software development services established in 2022. We assemble tailored teams of proactive and self-driven senior engineers to address our clients' varied development requirements and deliver value to their fast-changing businesses.


    Highlights

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Services Provided+2 Services
    23% Custom Web Application Development
    20% Mobile App Development (iOS & Android)
    8% QA & Software Testing
    20% Custom AI Chatbot Development
    AI Summary

    “JTek Software Solutions Pvt Ltd, established in 2022, specializes in delivering tailored AI-driven software development services through experienced senior engineers to meet diverse business needs.”

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    DrishyaX is a company based in India that specializes in AI-driven Intelligent Traffic Systems. We create computer vision technologies that assist governments, smart cities, and businesses in managing traffic, improving road safety, and automating enforcement processes. Our primary offerings include


    Highlights

    2-9

    Employees

    Services Provided
    35% Computer Vision Solutions
    13% Machine Learning Model Development
    2% Other IT Consulting and SI
    50% Custom Web Application Development
    AI Summary

    “DrishyaX Pvt Ltd develops AI-driven computer vision solutions for intelligent traffic management, enhancing road safety and automation for governments, smart cities, and businesses globally.”

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    AMC Bridge is a reliable software technology partner for businesses in engineering, manufacturing, and construction, whether they are actively pursuing AI-driven digital transformation or just beginning to explore its possibilities. We assist organizations in moving past trial phases to achieve cons


    Highlights

    250-999

    Employees

    Waltham, Massachusetts, Us

    Services Provided+5 Services
    10% Custom Web Application Development
    4% Mobile App Development (iOS & Android)
    1% E-Commerce Development
    10% ERP & CRM Development
    AI Summary

    “AMC Bridge provides enterprise-grade software and AI-integrated solutions for engineering, manufacturing, and construction industries, enabling scalable digital transformation and reliable operational efficiency.”

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    Willowcy is a digital solutions firm focused on mobile app development and contemporary software products. We assist startups, businesses, and organizations in transforming their ideas into scalable, user-centric applications for iOS, Android, and cross-platform environments. Our comprehensive servi


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+2 Services
    15% Custom Web Application Development
    30% Mobile App Development (iOS & Android)
    5% API Development & Integration
    20% Custom AI Chatbot Development
    AI Summary

    “Willowcy specializes in developing scalable, user-centric mobile and software solutions, offering end-to-end services from design to optimization, consulting, and technical training for diverse clients.”

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    MVPMule is a prominent MVP software development agency located in Zurich, established in 2019, and committed to providing top-notch, personalized software development services for entrepreneurs and business leaders globally. What Sets Us Apart Founded by experienced startup professionals, MVPMule


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+2 Services
    27% Custom Web Application Development
    7% Mobile App Development (iOS & Android)
    20% Product UX Strategy
    13% Mobile App UI Design
    AI Summary

    “MVPMule, a Zurich-based agency founded by startup professionals, delivers personalized, user-focused MVP software solutions, collaborating closely with clients to accelerate venture success through lean development.”

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    Proxet is a worldwide full-service company that focuses on custom software development and digital transformation services. We combine the personalized approach of a small firm with the limitless innovation and business expertise of a large consultancy. Our offerings include data, AI, cloud, product


    Highlights

    $250,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    250-999

    Employees

    Brookline, Massachusetts, Us

    Services Provided+4 Services
    27% Custom Web Application Development
    7% Mobile App Development (iOS & Android)
    8% AI Strategy & Roadmap Consulting
    10% Machine Learning Model Development
    AI Summary

    “Proxet is a global full-service software development and digital transformation company, delivering AI, cloud, and product engineering services to diverse industries with high client retention.”

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