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 Frapple, we focus on assisting businesses in transitioning from minimum viable products (MVPs) to scalable software efficiently and accurately. As your perfect technology partner, we go beyond merely developing software; we create scalable tech solutions that evolve alongside your business. Wheth


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+1 Services
    20% Custom Web Application Development
    14% Mobile App Development (iOS & Android)
    18% AI Strategy & Roadmap Consulting
    15% Machine Learning Model Development
    AI Summary

    “Frapple partners with startups and enterprises to develop scalable, innovative software solutions, including AI-driven SaaS and cloud-native applications, transforming MVPs into high-performing digital products.”

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

    We foresee that companies adopting an "Automation First" mentality will lead their sectors in the next decade. At NOA, our goal is to empower COOs of expanding businesses by revolutionizing their operations with sophisticated, low-code automation. By collaborating with us, your operations management


    Highlights

    $5,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    2-9

    Employees

    Munich, Bavaria, De

    Services Provided
    50% Robotic Process Automation (RPA)
    20% AI Strategy & Roadmap Consulting
    10% Machine Learning Model Development
    20% Generative AI
    AI Summary

    “NOA Tech empowers businesses with tailored low-code automation to transform operations, enhance efficiency, and scale growth, focusing on process optimization, customized technology, and team enablement.”

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

    Connect with pre-screened tech talent from Latin America who are ready to contribute to your projects as needed. Established in 2021, The Flock bridges the gap between top-notch engineers and international companies aiming to develop and scale digital products with agility, flexibility, and excellen


    Highlights

    $50,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    50-249

    Employees

    Miami, Florida, Us

    Services Provided+6 Services
    7% Custom AI Chatbot Development
    5% Machine Learning Model Development
    5% LLM Integration & Prompt Engineering
    4% Workflow Automation (Zapier / Make / n8n)
    AI Summary

    “The Flock connects businesses with vetted Latin American tech talent, offering scalable software development and managed agile teams across Fintech, Health, Cybersecurity, and more.”

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

    NERDZ LAB is a comprehensive software product design and development firm dedicated to transforming your project ideas into reality and supporting their growth and success. Established in 2017 in Lviv, Ukraine, our team has expanded to over 80 professionals and includes a second office in Estonia, a


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Lviv, Lviv, Ua

    Services Provided+7 Services
    12% Mobile App Development (iOS & Android)
    12% Custom Web Application Development
    7% API Development & Integration
    3% E-Commerce Development
    AI Summary

    “NERDZ LAB, established in 2017, offers end-to-end software design and development, combining certified expertise with a Scandinavian management approach to deliver innovative, market-ready solutions.”

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

    At Feature MVP, we enable startups and established companies to convert their concepts into robust, scalable, and automated Minimum Viable Products (MVPs). Our proficiency in low-code and no-code solutions, along with tailored development as required, allows for quick prototyping, market validation,


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+1 Services
    28% Custom Web Application Development
    23% Mobile App Development (iOS & Android)
    12% Custom AI Chatbot Development
    17% Machine Learning Model Development
    AI Summary

    “Feature MVP specializes in rapidly developing scalable Minimum Viable Products using low-code, no-code, and custom development, supporting startups and businesses from concept to growth efficiently.”

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

    At Outstafford, we see ourselves as more than just an app development firm; we are your collaborators in driving innovation. Our enthusiasm is centered on creating solutions that go beyond merely addressing real-world challenges. From the moment an idea is conceived to its launch and beyond, we prov


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Charlotte, North Carolina, Us

    Services Provided+6 Services
    17% Mobile App Development (iOS & Android)
    10% Custom Web Application Development
    7% SaaS Product Development
    14% Product UX Strategy
    AI Summary

    “Outstafford partners with early-stage startups, delivering comprehensive MVP, mobile, and web app development services with ongoing support to drive innovation and market success.”

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

    Convergence specializes in creating, designing, and implementing business-grade software ecosystems of various kinds. As a proud Canadian firm, we operate two development offices—Convergence HQ and Convergence AI Labs—in the vibrant financial district of Downtown Vancouver. Our expertise spans artif


    Highlights

    $50,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    10-49

    Employees

    Vancouver, British Columbia, Ca

    Services Provided+6 Services
    15% Backend Development
    15% API Development & Integration
    8% Frontend Development
    13% Custom Web Application Development
    AI Summary

    “Convergence is a Canadian technology partner specializing in business-grade software, AI, blockchain, cloud infrastructure, and digital solutions, serving startups to enterprises across multiple sectors.”

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

    TheAppLabb is a Toronto-based mobile innovation firm that specializes in the strategy, design, and development of outstanding apps that create meaningful impacts and enhance business results. Their SaaS platforms are equipped with integrated intelligence and scalability, assisting retailers, consume


    Highlights

    $10,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    50-249

    Employees

    Toronto, Ontario, Ca

    Services Provided+7 Services
    20% Mobile App Development (iOS & Android)
    7% Custom Web Application Development
    7% SaaS Product Development
    10% AI Strategy & Roadmap Consulting
    AI Summary

    “TheAppLabb is a Toronto-based mobile innovation firm delivering strategic design and development of scalable, intelligent apps and SaaS platforms, enabling diverse industries to enhance digital experiences and business performance.”

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

    Chainweb Group SIA is a software engineering firm that prioritizes AI in its approach to developing scalable digital solutions and intelligent automation. We create and engineer production-ready platforms that fuse web and mobile technology with AI integration, system orchestration, and cloud infras


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Torino, Piedmont, It

    Services Provided+9 Services
    18% Custom Web Application Development
    15% Mobile App Development (iOS & Android)
    15% API Development & Integration
    3% QA & Software Testing
    AI Summary

    “Chainweb Group SIA is a software engineering firm specializing in AI-driven scalable digital solutions, including web and mobile platforms, system integration, cloud architecture, and automation across fintech and SaaS sectors.”

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

    Since 2011, CodiLime has been assisting clients globally in enhancing their technology-oriented businesses. Our team comprises skilled engineers and innovative thinkers who work effectively to create tailored solutions that impress your customers. We integrate networking expertise with robust softwa


    Highlights

    $50,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    250-999

    Employees

    Warszawa, Masovian, Pl

    Services Provided+8 Services
    14% QA & Software Testing
    20% Custom Web Application Development
    8% Machine Learning Model Development
    3% Workflow Automation (Zapier / Make / n8n)
    AI Summary

    “CodiLime specializes in advanced network software engineering and cloud solutions, delivering customized technology services from design to maintenance, enhancing clients' business and user experiences globally.”

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