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. Compare verified client reviews alongside pricing and capabilities to find the right partner.

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List of the Best Machine Learning Model Development Agencies

  1. CREUTO is a global software development firm that assists startups, scaleups, and established enterprises in creating digital products that are efficient, dependable, and scalable. Our expertise spans custom software, mobile apps, web platforms, SaaS offerings, a


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Bhubaneswar, Odisha, In

    Services Provided+3 Services
    20% Custom Web Application Development
    15% Mobile App Development (iOS & Android)
    10% API Development & Integration
    5% SaaS Product Development
    AI Summary

    “Creuto is a global software development firm delivering bespoke web, mobile, and AI-driven products with senior engineering expertise, creating scalable, value-focused digital solutions across diverse industries.”

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    We are collaborating with an excellent team to develop digital mobile applications aimed at enhancing health and improving access to healthcare, particularly through the use of augmented reality (AR) and artificial intelligence (AI) technologies. By leveraging AI, we empower individuals to assess an


    Highlights

    $100,000+

    Min Project Size

    10-49

    Employees

    Besiktas, Istanbul, Tr

    Services Provided
    70% Machine Learning Model Development
    30% Conversational AI & Voice Assistant Development
    AI Summary

    “Yesil Science AI | XR develops digital mobile applications that enhance healthcare access and monitoring by integrating artificial intelligence and augmented reality technologies for health assessment and visualization.”

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    FishEyeBox.ai - A cutting-edge deep neural network focused on self-driving vehicles, a fraud detection system for banks, and understanding the nuances of music. It also implements AI for physical retail, enabling recognition and tracking of customer behavior in stores, along with integrating blockch


    Highlights

    10-49

    Employees

    Mumbai, Maharashtra, In

    Services Provided
    70% Machine Learning Model Development
    30% Custom AI Chatbot Development
    AI Summary

    “FishEyeBox.ai develops advanced AI solutions across autonomous vehicles, fraud detection, retail analytics, music cognition, and blockchain integration, fostering innovation in diverse technology domains.”

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    The Outforz platform offers a service for labeling photos of varying complexity. It integrates trained operators with a neural network to streamline the process of marking different objects in images. Currently, we provide options for both on-demand and enterprise solutions. The on-demand model cate


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    10-49

    Employees

    Ua

    Services Provided
    70% Machine Learning Model Development
    15% Managed IT Services
    15% Custom Development
    AI Summary

    “Outforz delivers scalable image annotation services combining trained operators with neural networks, supporting both on-demand and enterprise clients requiring efficient photo labeling solutions.”

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    Regulais is an international developer specializing in forensic tools and identity verification solutions. With over 30 years of expertise in forensic research and the largest collection of document templates worldwide, we develop innovative technologies for document and biometric verification. Our


    Highlights

    250-999

    Employees

    Reston, Virginia, Us

    Services Provided
    30% Custom AI Chatbot Development
    70% Machine Learning Model Development
    AI Summary

    “Regula is a global leader in forensic and identity verification technologies, offering advanced hardware and software solutions for document and biometric authentication worldwide.”

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    Empty shelves and misplaced items lead to poor sales. To address this issue, we utilize cameras and IoT sensors to monitor shelf conditions, identify products, and detect items that are out of stock. Our system achieves over 90% product recognition accuracy using basic cameras, often matching or sur


    Highlights

    $5,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    2-9

    Employees

    Tallinn, Harju, Ee

    Services Provided
    30% ERP Consulting and SI
    70% Machine Learning Model Development
    AI Summary

    “Recoshelf leverages cameras and IoT sensors to monitor retail shelf conditions, improve stock accuracy, and provide real-time insights, enhancing sales, reducing waste, and optimizing store operations.”

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    We are a group of computer engineers driven to work at the forefront of AI and ML technology and more. Our shared goal of becoming thought leaders in this field united us to create a team of not just skilled programmers, but outstanding problem solvers. We began enhancing our expertise by assisting


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Lahore, Pk Punjab, Pk

    Services Provided
    70% Machine Learning Model Development
    30% Custom AI Chatbot Development
    AI Summary

    “Quid Sol Pvt. Ltd. is a team of expert computer engineers specializing in AI and ML, delivering innovative, proprietary solutions across industries through collaborative, iterative development processes.”

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    Founded in 2012, Callsign aims to deliver the safest and most seamless authentication experience. Their Intelligence Driven Authentication Solution allows for better-informed and genuinely adaptable access control decisions, empowering businesses and their users. Currently, Callsign serves hundreds


    Highlights

    50-249

    Employees

    London, England, Gb

    Services Provided
    70% Machine Learning Model Development
    30% AI Strategy & Roadmap Consulting
    AI Summary

    “Callsign provides adaptive, intelligence-driven authentication solutions delivering secure and seamless access control for enterprises, financial institutions, and digital services globally.”

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    With extensive experience in the field, we have established a strong reputation for delivering innovative and effective services that assist our clients in enhancing their operations, optimizing their processes, and reaching their business objectives. Our team is dedicated to keeping up with new tec


    Highlights

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Greater Noida, Uttar Pradesh, In

    Services Provided
    70% Machine Learning Model Development
    30% Custom AI Chatbot Development
    AI Summary

    “Greenbucket Ventures Private Limited delivers innovative AI and automation solutions across industries, specializing in custom software, machine learning, and process optimization to enhance client success.”

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    Spez & Hut is a product-focused company that develops AI-powered platforms aimed at enhancing efficiency and productivity in intricate enterprise decision-making processes. Their solutions are designed to transform operational complexity into quantifiable economic benefits, with Scipio serving as th


    Highlights

    $50,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+2 Services
    70% Machine Learning Model Development
    10% AI Strategy & Roadmap Consulting
    5% AI Agent & Multi-Agent System Development
    5% QA & Software Testing
    AI Summary

    “Spez & Hut develops AI-driven platforms like Scipio to streamline complex enterprise decision-making and strategic procurement, enhancing operational efficiency and delivering measurable economic benefits.”

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