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

    **Innovation Partner: Revolutionizing Businesses with Advanced Technology** InnoBit Systems stands out as a premier partner in software development and digital transformation, focusing on IoT, AI, SaaS, and cloud solutions. Over the past four years, we have successfully launched more than 15 MVPs a


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Greater Noida, Uttar Pradesh, In

    Services Provided+9 Services
    8% Custom Web Application Development
    7% Mobile App Development (iOS & Android)
    2% E-Commerce Development
    7% Backend Development
    AI Summary

    “InnoBit Systems delivers advanced software development, IoT, AI, SaaS, and cloud solutions, empowering businesses with digital transformation, custom applications, and scalable, secure infrastructure services.”

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    **OVERVIEW** At Flexipy, we promote business growth through cutting-edge technology and a client-centric approach. Our vision is to enable companies to thrive in a digital-first environment, while our mission involves providing scalable, user-focused solutions that bring ideas to life. **SERVIC


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+4 Services
    10% Mobile App Development (iOS & Android)
    17% Custom Web Application Development
    7% API Development & Integration
    12% Machine Learning Model Development
    AI Summary

    “Flexipy delivers tailored software development, AI, and tech consulting across industries like fintech and healthcare, enabling clients to thrive with agile, innovative, and user-focused solutions.”

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    JetDevs serves as a comprehensive marketplace for hiring developers, providing an experience distinct from conventional development agencies. We select and assemble the top 2% of remote pre-vetted talent in Asia, specializing in areas such as web, mobile, AI/ML, and more. Eliminate the hassle of sor


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Sg

    Services Provided+14 Services
    7% Custom Web Application Development
    5% API Development & Integration
    5% Frontend Development
    2% Legacy System Modernization
    AI Summary

    “JetDevs is a trusted marketplace offering top 2% pre-vetted remote developers in Asia, specializing in web, mobile, AI/ML, and managed services for global clients.”

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    Where digital expertise meets the realities of SMEs Many of our SME partners face challenges such as an unpredictable economic environment, global supply chain uncertainties, rising competition from new entrants, workforce costs due to the ongoing war, regulatory changes, and the necessary level of


    Highlights

    $25,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    10-49

    Employees

    Berlin, Berlin, De

    Services Provided+6 Services
    22% Custom Web Application Development
    11% Mobile App Development (iOS & Android)
    10% AI Strategy & Roadmap Consulting
    7% LLM Integration & Prompt Engineering
    AI Summary

    “wattx specializes in digital transformation for SMEs, leveraging expertise in business, technology, and design to enhance efficiency, agility, and growth across manufacturing, AI, and sustainability sectors.”

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    Neuradesign is a technology studio that specializes in creating advanced digital systems that merge AI, software engineering, cybersecurity, and IT infrastructure. We assist businesses in automating essential processes, enhancing the security and resilience of their systems, and transforming data in


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Services Provided+5 Services
    7% Mobile App Development (iOS & Android)
    20% Custom Web Application Development
    7% API Development & Integration
    13% AI Strategy & Roadmap Consulting
    AI Summary

    “Neuradesign is a technology studio delivering AI-driven automation, cybersecurity, and integrated IT infrastructure solutions to optimize processes, enhance security, and support strategic decision-making for businesses.”

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    ABOVE Solutions is a specialized technology firm concentrating on applications and services within the emerging technology sector. With over 9 years of operation, we have a physical presence in both the US and Bangalore. ABOVE has established notable relationships with a variety of companies in the


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Services Provided+8 Services
    12% Mobile App Development (iOS & Android)
    3% Code Review & Technical Audits
    5% QA & Software Testing
    5% E-Commerce Development
    AI Summary

    “ABOVE Solutions Inc. is a specialized technology firm offering full-stack development, AI, mobile and enterprise services, delivering scalable, multi-domain IT solutions globally with expert-led teams.”

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    Barycenter Technologies is a startup in Germany focused on software development. Known as BaryTech, the IT firm has two offices globally: its headquarters in Berlin, Germany, and a second location in Kanpur, India. BaryTech assists with digital transformation across various domains:


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Berlin, Berlin, De

    Services Provided+6 Services
    10% E-Commerce Development
    20% Custom Web Application Development
    15% Mobile App Development (iOS & Android)
    5% QA & Software Testing
    AI Summary

    “BaryTech, a German startup with global offices, specializes in software development and supports diverse digital transformation initiatives across multiple sectors, delivering innovative IT solutions.”

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    We are a tech-driven company that assists businesses in transforming their ideas into effective, scalable digital solutions. Our offerings include web development, mobile application creation, game app development, UI/UX design, and tailored software services, as well as expertise in AI/ML, IoT, Blo


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Services Provided+9 Services
    8% Custom Web Application Development
    7% Mobile App Development (iOS & Android)
    7% Backend Development
    5% SaaS Product Development
    AI Summary

    “PillerSoft Technologies delivers scalable digital solutions, including web, mobile, AI/ML, IoT, and blockchain development, UI/UX design, and IT staffing, focusing on long-term partnerships and ongoing support.”

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    In a rapidly evolving technological landscape where advancements occur every hour and aim for unpredictable perfection, only those organizations that swiftly adapt to changes can survive. We take pride in saying that adaptability is ingrained in the DNA of Megam Technologies. Over our successful jou


    Highlights

    $5,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    50-249

    Employees

    Services Provided+2 Services
    23% Custom Web Application Development
    10% Mobile App Development (iOS & Android)
    33% Product Design
    14% AI Strategy & Roadmap Consulting
    AI Summary

    “Megam Technologies is a global leader in product engineering, cloud computing, AI, and IoT, delivering innovative, adaptable solutions that drive operational excellence and lasting success.”

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    SyncOps is a software company based in Pakistan that provides innovative SaaS, AI, and full-stack development solutions for clients around the world. Our team focuses on creating scalable, cloud-native applications using .NET, Next.js, Python, and AI/ML technologies, blending advanced engineering wi


    Highlights

    $5,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    10-49

    Employees

    Services Provided+4 Services
    15% Custom Web Application Development
    7% Mobile App Development (iOS & Android)
    12% API Development & Integration
    10% AI Strategy & Roadmap Consulting
    AI Summary

    “SyncOps is a Pakistan-based software company delivering scalable SaaS and AI solutions, specializing in cloud-native applications, enterprise architecture, and data intelligence for global clients.”

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