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

    Our Offerings include Mobile App Development (iOS, Android, and Cross-platform), Software as a Service (SaaS) and Web Platforms, AI/ML Solutions, UI/UX Design, and Digital Branding, along with Product Strategy and Minimum Viable Products (MVPs) and Custom Enterprise Software. Industries We Focus O


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Services Provided+3 Services
    20% Custom Web Application Development
    23% Mobile App Development (iOS & Android)
    7% E-Commerce Development
    15% AI Strategy & Roadmap Consulting
    AI Summary

    “CloudTrains Global offers comprehensive digital solutions including mobile apps, SaaS, AI/ML, and UI/UX design across industries like Fintech, EdTech, D2C, and real estate.”

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    Fintalk is a prominent provider of Digital Transformation Solutions, specializing in website design, customized business solutions, AI, IoT, and data analytics. Through our innovative methods and technological expertise, we have established a satisfied customer base. Our mission at Fintalk is to dev


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Pune, Maharashtra, In

    Services Provided
    50% Custom Web Application Development
    20% Custom AI Chatbot Development
    20% Machine Learning Model Development
    10% Robotic Process Automation (RPA)
    AI Summary

    “Fintalk Software Labs Pvt. Ltd. delivers innovative digital transformation solutions including website design, AI, IoT, and data analytics, enhancing client efficiency and global IT service excellence.”

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    Mirchandani Technologies is a Dubai-based consultancy focused on artificial intelligence and software development, offering enterprise AI solutions for businesses in the UAE and GCC regions. Established in 2025 and headquartered in Dubai, we assist organizations in effectively integrating AI to enha


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Dubai, Dubayy, Ae

    Services Provided+1 Services
    20% Custom Web Application Development
    10% Mobile App Development (iOS & Android)
    20% Blockchain & Web3 Development
    30% AI Strategy & Roadmap Consulting
    AI Summary

    “Mirchandani Technologies LLC-F.Z. is a Dubai-based consultancy specializing in tailored AI and software solutions across healthcare, finance, manufacturing, and education sectors in the UAE and GCC.”

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    Sanford Systems, based in Mississauga, Canada, is a modern mobile application development firm. With over a decade of experience in creating both native and cross-platform applications, the company has established an impressive portfolio. Sanford has developed applications utilizing cutting-edge tec


    Highlights

    $10,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Mississauga, Ontario, Ca

    Services Provided+2 Services
    10% Custom Web Application Development
    23% Mobile App Development (iOS & Android)
    10% E-Commerce Development
    7% Blockchain & Web3 Development
    AI Summary

    “Sanford Systems, a Canadian mobile app developer with 10+ years' experience, delivers advanced native and cross-platform solutions using AI, AR/VR, IoT, blockchain via an offshore model.”

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

    Companies are weary of stagnant growth. At Fifty One Degrees, we utilize AI agents and predictive data science to transform past experiences into future insights, while automating tedious tasks to enhance operational efficiency.


    Highlights

    $10,000+

    Min Project Size

    10-49

    Employees

    London, England, Gb

    Services Provided+1 Services
    40% AI Agent & Multi-Agent System Development
    20% Machine Learning Model Development
    15% AI Strategy & Roadmap Consulting
    15% LLM Integration & Prompt Engineering
    AI Summary

    “Fifty One Degrees leverages AI agents and predictive data science to convert historical data into actionable insights, automating tasks to improve operational efficiency and support growth.”

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    Mission Automate enhances company profitability through the use of Machine Learning and AI. We collaborate with you throughout the entire development process to ensure our solutions align with your requirements. Our offerings are user-friendly, cost-effective, and crafted by a team of specialists. O


    Highlights

    $1,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+3 Services
    8% AI Strategy & Roadmap Consulting
    8% LLM Integration & Prompt Engineering
    7% Custom AI Chatbot Development
    20% Machine Learning Model Development
    AI Summary

    “Mission Automate delivers cost-effective AI and machine learning solutions, leveraging expertise in NLP, cloud platforms, and full-stack development to enhance business profitability and agility.”

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    Entermind is a Data and AI consultancy developed from the ground up to revolutionize business and data solutions, rather than simply adapting new technologies to outdated mindsets. Our methodology combines analytical thinking with emotional insight, integrating engineering precision with design crea


    Highlights

    10-49

    Employees

    Kuala Lumpur, My

    Services Provided
    15% AI Agent & Multi-Agent System Development
    35% AI Strategy & Roadmap Consulting
    25% Generative AI
    25% Machine Learning Model Development
    AI Summary

    “Entermind AI is a data and AI consultancy that innovates business solutions by blending analytical precision with emotional insight, delivering scalable, user-friendly, and impactful results.”

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    Vinnove: Making digital transformation accessible to all through design thinking and workflow automation. We support businesses, government entities, and startups in leveraging technology to maintain a competitive edge and enhance their operations. Our company is dedicated to innovation, and we take


    Highlights

    $10,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    10-49

    Employees

    San Antonio, Texas, Us

    Services Provided+2 Services
    33% Mobile App Development (iOS & Android)
    17% Machine Learning Model Development
    17% Custom AI Chatbot Development
    17% Product UX Strategy
    AI Summary

    “Vinnove enables digital transformation through design thinking and workflow automation, supporting businesses, governments, and startups to innovate, optimize processes, and enhance operational efficiency.”

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    Meterra is an AI-focused product studio that transforms bold concepts into ready-to-launch software. We reject lengthy development timelines and strict classifications. Whether it’s autonomous agents, predictive healthcare tools, or intricate enterprise automation, we handle it all—and swiftly. Our


    Highlights

    $10,000+

    Min Project Size

    10-49

    Employees

    Toronto, Ontario, Ca

    Services Provided+2 Services
    18% Custom AI Chatbot Development
    22% Machine Learning Model Development
    10% Generative AI
    25% Custom Web Application Development
    AI Summary

    “Meterra AI is a versatile product studio specializing in rapid development of AI-driven software across sectors like SaaS, healthcare, and logistics, combining advanced engineering and flexible architecture.”

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    Integral is a consulting firm that specializes in assisting clients to stand out in the marketplace through the effective use of software. We are committed to facilitating our clients' digital transformation by developing internal technology skills while collaboratively creating excellent software.


    Highlights

    $25,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    50-249

    Employees

    Royal Oak, Michigan, Us

    Services Provided
    30% Custom Web Application Development
    20% Mobile App Development (iOS & Android)
    28% AI Strategy & Roadmap Consulting
    22% Machine Learning Model Development
    AI Summary

    “Integral is a consulting firm delivering custom software, AI-driven solutions, and digital transformation expertise through agile development, serving automotive and financial sectors.”

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