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.

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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

    Aya Data is a leading provider of data annotation services with operations in the United States, United Kingdom, Europe, and Africa. We focus on delivering accurate and reliable annotations for computer vision, natural language processing (NLP), and 3D Point data, thereby enabling businesses to crea


    Highlights

    50-249

    Employees

    London, England, Gb

    Services Provided
    50% Data Annotation Services
    20% AI Strategy & Roadmap Consulting
    30% Machine Learning Model Development
    AI Summary

    “Aya Data provides precise data annotation services across computer vision, NLP, and 3D data globally, enabling businesses to develop high-quality AI and machine learning solutions with assured accuracy and compliance.”

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    Smartaly has created over 100 IoT products across various sectors, including mass market, medical, industrial, smart buildings, and agriculture. We can oversee your product development from concept to mass production. Our team consists of 20 members, including 12 embedded software developers, 3 hard


    Highlights

    $25,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    10-49

    Employees

    La Roquette-sur-Siagne, Provence Alpes Cote Dazur, Fr

    Services Provided
    50% Custom Web Application Development
    20% AI Strategy & Roadmap Consulting
    30% Machine Learning Model Development
    AI Summary

    “Smartaly specializes in end-to-end IoT product development across diverse sectors, leveraging expertise in embedded software, hardware design, and project management for varied clients.”

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    BrickSimple LLC is a software development firm focused on creating and providing innovative applications across desktop, web, and mobile platforms. Our team is made up of professionals who are passionate about software, programming, and information technology. We excel in software development, pione


    Highlights

    50-249

    Employees

    Doylestown, Pennsylvania, Us

    Services Provided
    50% Mobile App Development (iOS & Android)
    30% Machine Learning Model Development
    20% Conversational AI & Voice Assistant Development
    AI Summary

    “BrickSimple LLC develops innovative software solutions across mobile, web, AI, AR/VR, and IoT, delivering enterprise-level applications for diverse industries with advanced technologies since 2002.”

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    PixDynamics, a B2B SaaS provider, offers advanced AI-driven identity verification solutions to financial institutions such as banks and non-banking financial companies (NBFCs). Their all-encompassing Identity Verification Platform streamlines the customer onboarding process, reduces fraud risks, and


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Kakkanad, Kerala, In

    Services Provided
    50% Mobile App Development (iOS & Android)
    30% Machine Learning Model Development
    20% Generative AI
    AI Summary

    “PixDynamics delivers AI-powered identity verification SaaS solutions to financial institutions, enhancing onboarding efficiency, minimizing fraud, and enabling seamless integration with existing systems.”

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    Premium software delivery and managed data pipelines for teams that cannot tolerate outdated systems or data. We collaborate with significant brands and agile operators to deliver top-tier digital products and ensure a steady supply of fresh, difficult-to-source data via dependable APIs.


    Highlights

    $100,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided
    30% Custom Web Application Development
    20% API Development & Integration
    35% Machine Learning Model Development
    15% Custom AI Chatbot Development
    AI Summary

    “SwiftSignl specializes in delivering premium software solutions and managed data pipelines, partnering with leading brands to provide reliable, real-time data and innovative digital products.”

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    Code Squirrel is a bespoke software development company located in Brisbane, Australia. Our emphasis is on innovative solutions, creating applications that enhance efficiency, provide greater flexibility, and seamlessly integrate with your business workflows.


    Highlights

    $1,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    10-49

    Employees

    Eight Mile Plains, Queensland, Au

    Services Provided+7 Services
    13% Custom Web Application Development
    5% E-Commerce Development
    3% Legacy System Modernization
    12% Mobile App Development (iOS & Android)
    AI Summary

    “Code Squirrel, based in Brisbane, delivers tailored software solutions integrating custom development, UX/UI design, and AI-driven technologies to enhance business efficiency and flexibility.”

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    Kickstand collaborates with startups at every stage, creating everything from minimum viable products (MVPs) to scalable platforms. As a comprehensive software agency, we assist startups in designing, validating, and launching their software products and platforms. Our experienced team of engineers,


    Highlights

    $10,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Portland, Oregon, Us

    Services Provided+1 Services
    25% Custom Web Application Development
    20% Mobile App Development (iOS & Android)
    5% E-Commerce Development
    35% Machine Learning Model Development
    AI Summary

    “Kickstand is a comprehensive software agency supporting startups through all stages, delivering MVPs to scalable platforms with expert teams in engineering, design, and data science for successful launches.”

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    At MITE Technology, we hold the belief that innovation holds true value when it enhances businesses and experiences. Our philosophy of Linking Innovation to Elevation embodies our goal of transforming concepts into intelligent software, engaging websites, and immersive digital solutions that enable


    Highlights

    < $25/hr

    Avg Hourly Rate

    10-49

    Employees

    Abu Dhabi, Abu Zaby, Ae

    Services Provided+1 Services
    15% SaaS Product Development
    10% Mobile App Development (iOS & Android)
    9% Custom Web Application Development
    33% Social Media Marketing
    AI Summary

    “MITE Technology delivers innovative, user-friendly software and digital solutions that empower UAE businesses to adapt, grow, and engage audiences effectively in evolving markets.”

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    At K.K. Technologies, we are committed to creating success narratives. Our team of expert professionals blends creativity with data-focused strategies to produce measurable outcomes. We recognize the ever-changing digital environment and customize our services to address the specific requirements of


    Highlights

    2-9

    Employees

    Veraval, Gujarat, In

    Services Provided+1 Services
    33% Graphic Design
    14% Content Marketing Strategy
    12% Search Engine Optimization (SEO)
    8% Social Media Marketing
    AI Summary

    “K K Technologies specializes in delivering tailored, data-driven digital strategies by combining creativity and expertise to achieve measurable success across diverse client needs.”

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    AI Derivatives offers solutions in Artificial Intelligence and Machine Learning.


    Highlights

    $10,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Draper, Utah, Us

    Services Provided+1 Services
    38% Machine Learning Model Development
    12% Conversational AI & Voice Assistant Development
    20% Go-to-Market Strategy
    20% Business Model Design & Validation
    AI Summary

    “AI Derivatives specializes in developing innovative solutions utilizing Artificial Intelligence and Machine Learning to enhance business processes and decision-making across diverse industries.”

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