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

    At Caelimatic, we transform how AI is utilized in the business world. Our state-of-the-art platform streamlines the intricate process of integrating AI workflows, delivering a solution that is easy to use and adaptable to any business model. With a focus on innovation and a dedication to quality, we


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Services Provided+2 Services
    25% Generative AI
    20% AI Strategy & Roadmap Consulting
    20% AI Model Fine-Tuning & Training
    15% Machine Learning Model Development
    AI Summary

    “Caelimatic offers an innovative AI platform that simplifies integrating AI workflows, enhancing operational efficiency and adaptability across diverse business models with a user-friendly approach.”

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    Apptivity is a technology partner that focuses on creating smart digital solutions to help businesses grow and innovate. We integrate our knowledge of artificial intelligence, machine learning, cloud computing, and custom software development to craft applications that meet our clients' specific req


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+5 Services
    8% API Development & Integration
    12% Mobile App Development (iOS & Android)
    13% Custom Web Application Development
    7% AI Strategy & Roadmap Consulting
    AI Summary

    “Apptivity sp. z o.o. delivers tailored digital solutions integrating AI, machine learning, and cloud technologies to help businesses innovate, optimize workflows, and achieve measurable growth across industries.”

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

    We develop AI and data-driven technology with accuracy and empathy, simplifying complexity into scalable solutions that yield more effective business results. Beyond being mere creators, we serve as trusted advisors, seamlessly blending extensive technical knowledge with a human-focused approach to


    Highlights

    50-249

    Employees

    Buenos Aires, Ar

    Services Provided+13 Services
    4% AI Strategy & Roadmap Consulting
    1% Workflow Automation (Zapier / Make / n8n)
    4% Machine Learning Model Development
    2% Custom AI Chatbot Development
    AI Summary

    “Muttdata delivers expert AI, data analytics, cloud consulting, and operational IT services, combining technical expertise with a responsible, client-centered approach to create scalable, impactful technology solutions.”

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    "Your business vision delivered with exceptional speed." At AtSun* Inc. (Sun Asterisk Inc.), we don’t just act as a technology vendor; we are your strategic ally in achieving significant IT transformations. With over 12 years of experience in IT outsourcing across various industries, we assist innov


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    1000-9999

    Employees

    Chiyoda City, Tokyo, Jp

    Services Provided+14 Services
    8% Mobile App Development (iOS & Android)
    5% QA & Software Testing
    7% Custom Web Application Development
    3% AI Strategy & Roadmap Consulting
    AI Summary

    “Sun Asterisk Inc. delivers tailored IT solutions including software development, AI & automation, IT infrastructure, UI/UX design, and business consulting, enabling rapid, scalable digital transformation across industries.”

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    Ignitia Infotech is a technology startup recognized by DPIIT, dedicated to providing innovative, dependable, and scalable IT solutions that help businesses and organizations undergo digital transformation. Founded as a registered partnership in 2024, Ignitia Infotech combines expertise in software d


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Lucknow, Uttar Pradesh, In

    Services Provided+5 Services
    8% Custom Web Application Development
    3% Mobile App Development (iOS & Android)
    7% Backend Development
    5% Frontend Development
    AI Summary

    “Ignitia Infotech, a DPIIT-recognized startup, delivers innovative, scalable IT solutions across software development, cloud computing, and analytics, driving digital transformation for enterprises and government clients.”

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

    SPMetrix Technologies is a contemporary technology and digital solutions firm dedicated to creating AI-enabled systems, scalable web applications, and performance-oriented marketing frameworks for expanding businesses. We collaborate with startups, entrepreneurs, and small to mid-sized enterprises t


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+8 Services
    15% E-Commerce Development
    15% Custom Web Application Development
    10% API Development & Integration
    10% Other IT Consulting and SI
    AI Summary

    “SPMetrix Technologies integrates AI Strategy & Roadmap Consulting, crafting intelligent automation and AI-enabled workflows that streamline operations and enhance business efficiency across sectors.”

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

    CueOurCode Technologies is a software company located in India that specializes in AI-driven automation, custom software development, and digital transformation. We assist businesses in enhancing operations, increasing efficiency, and scaling up with intelligent tech solutions tailored to their work


    Highlights

    Coimbatore, Tamil Nadu, In

    Services Provided+3 Services
    20% Custom Web Application Development
    30% SaaS Product Development
    8% AI Strategy & Roadmap Consulting
    12% Machine Learning Model Development
    AI Summary

    “CueOurCode Technologies, founded in 2024 in India, specializes in AI-driven automation, custom software, and digital transformation to enhance business efficiency and scalability with tailored solutions.”

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

    Lengin is a technology partner focused on AI, dedicated to assisting ambitious companies in their transformation and growth. We rethink customer experiences, streamline essential operations, and develop smart software that produces quantifiable business results. Quick Highlights: Established in 2019


    Highlights

    $25,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    50-249

    Employees

    Services Provided+7 Services
    22% Custom Web Application Development
    12% Mobile App Development (iOS & Android)
    7% AI Strategy & Roadmap Consulting
    7% Machine Learning Model Development
    AI Summary

    “Lengin partners with ambitious companies to transform operations through AI-driven software, modern tech stacks, and expert engineering, delivering measurable business growth and efficient decision-making.”

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

    Dotbite is a digital product agency located in Vienna, serving both startups and large enterprises throughout Europe. We transform bold concepts into scalable, user-focused software swiftly. Whether you require a prototype, a minimum viable product (MVP), or a comprehensive platform, our team of eng


    Highlights

    $5,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    2-9

    Employees

    Vienna, Vienna, At

    Services Provided+7 Services
    9% SaaS Product Development
    7% Custom Web Application Development
    7% Custom AI Chatbot Development
    4% Machine Learning Model Development
    AI Summary

    “Dotbite is a Vienna-based digital product agency delivering scalable, user-centered software, from prototypes to full platforms, combining design, development, AI expertise, and strategic partnership across Europe.”

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

    Boost your business growth through our technology consulting services. Dimensions offers Cloud Solutions, AI and ML Implementations, as well as Brand and Marketing Consulting. Our specialists assist in navigating the intricate technology landscape to ensure smooth operations and enhance customer eng


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Toronto, Ontario, Ca

    Services Provided+4 Services
    7% AI Strategy & Roadmap Consulting
    4% Robotic Process Automation (RPA)
    9% Machine Learning Model Development
    5% Cloud Consulting & SI
    AI Summary

    “The Dimensions offers integrated technology consulting, combining AI, data analytics, operational strategy, and media planning to enhance business transformation and marketing effectiveness.”

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