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

    We are a bespoke software engineering and consulting company. Our range of solutions—from application development and enterprise architecture to complete system modernization—helps you accelerate operations, improve efficiency, and differentiate yourself in a dynamic market. As your partners, we tak


    Highlights

    $50-99/hr

    Avg Hourly Rate

    50-249

    Employees

    Austin, Texas, Us

    Services Provided+6 Services
    4% ERP & CRM Development
    5% API Development & Integration
    5% Mobile App Development (iOS & Android)
    10% Legacy System Modernization
    AI Summary

    “Headspring is a bespoke software engineering and consulting firm delivering tailored application development, enterprise architecture, and system modernization to enhance operational efficiency and competitiveness.”

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

    Zodtech is an energetic IT agency located in Kazakhstan that focuses on developing top-notch web and mobile applications. We assist businesses worldwide by crafting scalable software solutions, streamlining complex processes, and providing user-focused digital products. Our team is committed to tech


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+3 Services
    15% Custom Web Application Development
    5% E-Commerce Development
    14% Mobile App Development (iOS & Android)
    13% AI Agent & Multi-Agent System Development
    AI Summary

    “Zodtech is a Kazakhstan-based IT agency specializing in scalable web and mobile application development, delivering innovative, user-focused software solutions to support global business growth.”

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

    Cognito Infotech is a pioneering technology company focused on innovation and digital transformation. We specialize in mobile and web development, artificial intelligence, cybersecurity, and strategic consulting. With a client-focused mindset and a drive for exploration, we enable businesses to succ


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    South Dumdum, West Bengal, In

    Services Provided+2 Services
    10% Custom Web Application Development
    19% Mobile App Development (iOS & Android)
    5% E-Commerce Development
    15% AI Strategy & Roadmap Consulting
    AI Summary

    “Cognito Infotech delivers innovative technology solutions across mobile and web development, AI, cybersecurity, and consulting, enabling businesses to achieve digital transformation and sustained growth.”

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

    FreySoft is a global agency specializing in custom software development that thoroughly engages with businesses to deliver optimal technical solutions. We enhance and streamline business operations with effective IT solutions tailored for both ourselves and our clients, ranging from mid-sized to lar


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Warszawa, Masovian, Pl

    Services Provided+8 Services
    10% Custom Web Application Development
    5% Mobile App Development (iOS & Android)
    8% API Development & Integration
    8% SaaS Product Development
    AI Summary

    “FreySoft, founded in 2018, is a global agency providing custom software development, including front-end, back-end, full-stack, DevOps, and IT recruiting services to mid and large enterprises.”

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

    Welcome to Overninja Technologies - Your Software Development Partner! At Overninja, we focus on developing impressive and reliable web, mobile, desktop, SAAS, and CRM applications that enhance your brand and engage users to increase your revenue. Our expertise includes Python, JavaScript, TypeScrip


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    10-49

    Employees

    Ahmedabad, Gujarat, In

    Services Provided+4 Services
    18% Custom Web Application Development
    18% Mobile App Development (iOS & Android)
    10% Backend Development
    5% API Development & Integration
    AI Summary

    “Overninja Technologies LLP specializes in developing reliable web and mobile applications using diverse technologies, emphasizing effective communication and problem-solving to deliver seamless, user-friendly software solutions.”

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

    Stack Matrix is a technology services firm that focuses on custom software development, AI and machine learning solutions, web applications, and staff augmentation. We collaborate with startups and expanding companies to create, develop, and scale secure, high-performance software that meets their s


    Highlights

    $5,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    10-49

    Employees

    Sheridan, Wyoming, Us

    Services Provided+3 Services
    10% Mobile App Development (iOS & Android)
    23% Custom Web Application Development
    14% Machine Learning Model Development
    7% LLM Integration & Prompt Engineering
    AI Summary

    “Stack Matrix is a technology services firm specializing in custom software development, AI and machine learning solutions, web applications, and staff augmentation for startups and growing companies.”

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

    Varfix is a technology company in the USA that utilizes Artificial Intelligence. We provide expert consulting and develop AI-driven solutions, ensuring an exceptional experience for businesses and our clients.


    Highlights

    $1,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+3 Services
    15% Machine Learning Model Development
    13% Conversational AI & Voice Assistant Development
    5% Cloud Consulting & SI
    12% AI Strategy & Roadmap Consulting
    AI Summary

    “Varfix is a US-based technology company specializing in AI-driven consulting and solutions to deliver superior business and client experiences across diverse industries.”

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

    Electric Maybe is an experienced Shopify agency that creates speedy, highly-effective stores for both DTC and B2B brands. We take care of custom themes, performance, conversion rate optimization, and continuous improvement, allowing merchants to focus on their work without the hassle of overseeing a


    Highlights

    $1,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided
    33% E-Commerce Development
    33% Product UX Strategy
    17% AI Strategy & Roadmap Consulting
    17% Machine Learning Model Development
    AI Summary

    “Electric Maybe is a seasoned Shopify agency specializing in custom theme development, performance enhancement, and conversion optimization to deliver efficient e-commerce solutions for DTC and B2B brands.”

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

    🤖 At Deviniti, we specialize in Generative AI development services, concentrating on creating secure, self-hosted AI applications that provide you with complete control over your data. ⭐INDUSTRY-RECOGNIZED AI IMPLEMENTATIONS We are proud to contribute to Bielik, an open Large Language Model, and we


    Highlights

    $25,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    250-999

    Employees

    Wroclaw, Lower Silesian, Pl

    Services Provided+3 Services
    25% Generative AI
    3% AI Strategy & Roadmap Consulting
    10% Custom AI Chatbot Development
    7% Machine Learning Model Development
    AI Summary

    “Deviniti specializes in secure, self-hosted Generative AI development, offering tailored AI agents, LLM training, RAG systems, and end-to-end solutions to advance businesses using cutting-edge technologies.”

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

    Kaara is a technology services and engineering company that utilizes AI, boasting over 13 years of experience partnering with enterprises in sectors like BFSI, healthcare, retail, and manufacturing. We assist organizations in achieving their objectives by offering enterprise solutions through our Co


    Highlights

    $10,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    50-249

    Employees

    Hyderabad, Telangana, In

    Services Provided+3 Services
    5% IT Staff Augmentation
    9% Custom AI Chatbot Development
    5% AI Agent & Multi-Agent System Development
    7% AI Strategy & Roadmap Consulting
    AI Summary

    “Kaara is a technology and AI-driven engineering company with 13+ years' experience delivering enterprise solutions across BFSI, healthcare, retail, and manufacturing sectors through its AI platform Kaara.Code.”

One Platform. One Promise. One Trust.

Edverise is building the trusted way to find tech vendors. List your company early, or talk to us about backing the platform.