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

    Shape is a venture studio that develops and manages its own AI-driven SaaS products, such as ProductAI and Wondercut. We leverage our operational expertise to assist clients with strategy, software development, and design while they undergo digital transformations. Our award-winning team has deliver


    Highlights

    $25,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Ljubljana, Si

    Services Provided+7 Services
    6% Custom Web Application Development
    4% Mobile App Development (iOS & Android)
    1% Blockchain & Web3 Development
    14% SaaS Product Development
    AI Summary

    “Shape Labs is a venture studio specializing in AI-driven SaaS, custom software, UX/UI design, blockchain, and consulting to drive innovative digital transformation across industries.”

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    AIVICO is a software development company based in Turkey that creates custom digital solutions for startups, small and medium-sized enterprises (SMEs), and large corporations globally. We specialize in developing web applications, mobile apps, and bespoke software systems designed to meet real busin


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+3 Services
    15% Custom Web Application Development
    13% Mobile App Development (iOS & Android)
    5% E-Commerce Development
    10% SaaS Product Development
    AI Summary

    “AIVICO Software Solutions delivers tailored web and mobile applications, leveraging expertise in ERP, CRM, and SaaS to build scalable digital products for diverse global clients.”

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    Empowering Businesses Through Our Tailored Software Development and Digital Marketing Solutions 🚀 Every successful enterprise begins with a brilliant idea, but turning that idea into a prosperous reality requires the right resources, strategies, and collaborations. This is where we step in. At Cros


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    10-49

    Employees

    Euless, Texas, Us

    Services Provided+3 Services
    14% Mobile App Development (iOS & Android)
    13% Custom Web Application Development
    7% SaaS Product Development
    20% Search Engine Optimization (SEO)
    AI Summary

    “Crossway Consulting specializes in tailored software development, AI-driven automation, and digital marketing services, empowering small and mid-sized businesses across industries with innovative technological and strategic solutions.”

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    Code Matrix is a software services company that provides web, mobile, and AI technology solutions across different industries. We specialize in MEAN/MERN stack, Python, and various mobile technologies. Our offerings include custom software development, e-commerce solutions, DevOps services, business


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    10-49

    Employees

    Bengaluru, Karnataka, In

    Services Provided+8 Services
    10% Custom Web Application Development
    10% Mobile App Development (iOS & Android)
    3% SaaS Product Development
    5% E-Commerce Development
    AI Summary

    “Code Matrix India Pvt Ltd delivers custom software, web and mobile app development, AI-driven automation, and legacy modernization using MEAN/MERN stack and Python to serve diverse industries.”

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

    IndaPoint Technologies is an AI-focused software development partner that assists startups and large enterprises in quickly creating reliable, production-ready AI solutions. We utilize AI-driven delivery combined with experienced engineering to minimize both time and costs while ensuring quality, se


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Vadodara, Gujarat, In

    Services Provided+3 Services
    20% Custom Web Application Development
    15% Mobile App Development (iOS & Android)
    15% SaaS Product Development
    13% AI Strategy & Roadmap Consulting
    AI Summary

    “IndaPoint Technologies specializes in developing secure, scalable AI software and solutions, offering LLM, automation, chatbot, and cloud services with strong engineering and privacy focus for diverse enterprises.”

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    Ember is a consulting and software development firm focused on creating, launching, and managing Software as a Service (SaaS) solutions. They typically offer Multi-Tenancy web platforms and fully responsive web and mobile applications designed for digital engagement, behavior change, business transf


    Highlights

    $25,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    10-49

    Employees

    Scotland, Gb

    Services Provided+3 Services
    8% API Development & Integration
    9% Mobile App Development (iOS & Android)
    9% Custom Web Application Development
    17% DevOps Engineering
    AI Summary

    “Ember develops and manages SaaS solutions, delivering multi-tenant web platforms and responsive applications to drive digital engagement, business transformation, and innovative market strategies.”

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    ITTI is an IT company that provides software solutions for businesses and institutions in Poland and beyond. Established in 1996 and based in Poznan, Poland, the company aims to develop and deliver innovative applications and customized software solutions tailored to the specific needs of its client


    Highlights

    $10,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    50-249

    Employees

    Poznan, Greater Poland, Pl

    Services Provided+2 Services
    15% Custom Web Application Development
    12% Backend Development
    7% API Development & Integration
    23% Machine Learning Model Development
    AI Summary

    “ITTI Sp. z o.o. is a Poznan-based IT firm specializing in innovative, customized software solutions across sectors such as space, manufacturing, healthcare, and public administration, with strong R&D collaborations.”

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    Ainera is a technology partner that provides tailored software development, IT outsourcing, and digital transformation services to expanding businesses in global markets.


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Kaunas, Lt

    Services Provided+2 Services
    23% Custom Web Application Development
    10% SaaS Product Development
    13% AI Strategy & Roadmap Consulting
    20% Machine Learning Model Development
    AI Summary

    “UAB Ainera specializes in tailored software development, IT outsourcing, and digital transformation services, supporting expanding businesses in global markets with expert technology solutions.”

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

    Sparking transformation through technological advancements. We are developing products that motivate, impact, and enhance lives around the globe.


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    250-999

    Employees

    Guelph, Ontario, Ca

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

    “Sofstica drives global technological transformation by developing innovative products that inspire, impact, and improve lives through advanced solutions across multiple domains.”

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

    Accubits Technologies is a comprehensive software provider that supports governments, Fortune 1000 companies, and tech startups in driving their business growth through cutting-edge technology and solutions. The company delivers data-driven solutions for mobile, cloud, and web platforms, ensuring or


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    250-999

    Employees

    Vienna, Virginia, Us

    Services Provided+3 Services
    15% Custom Web Application Development
    10% Mobile App Development (iOS & Android)
    25% Blockchain & Web3 Development
    18% Machine Learning Model Development
    AI Summary

    “Accubits Technologies provides advanced software solutions including blockchain, mobile, cloud, and web platforms to governments and enterprises worldwide, fostering innovation since 2012.”

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