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

    Flyaps is a comprehensive custom software development firm based in New York, with teams located in Ukraine and Poland. For over 10 years, we have supported early-stage startups in their journey to become unicorns and modernized traditional businesses into leading IT firms. We provide value through


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Dnipro, Dnipropetrovsk, Ua

    Services Provided+6 Services
    23% Custom Web Application Development
    10% E-Commerce Development
    7% AI Strategy & Roadmap Consulting
    8% Custom AI Chatbot Development
    AI Summary

    “Flyaps delivers custom software, AI-driven automation, and cloud infrastructure solutions, partnering globally with startups and enterprises to modernize and scale technology across diverse industries.”

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    Qualhon Informatics Pvt. Ltd. is a technology partner that specializes in developing scalable platforms for businesses that navigate complex systems, data, and operations. As companies expand, they often struggle with fragmented tools, outdated systems, and disorganized workflows, which can hinder e


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Punjab, Punjab, In

    Services Provided+9 Services
    13% Legacy System Modernization
    3% E-Commerce Development
    10% Custom Web Application Development
    2% Recommendation Engine Development
    AI Summary

    “Qualhon Informatics Pvt. Ltd. develops scalable, structured technology platforms for businesses facing system fragmentation and inefficiency, enhancing operational performance and long-term growth.”

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    Established in 1992, CEI is a partner in AI engineering and transformation that develops, implements, and manages production-grade AI systems across various enterprise infrastructures. We assist organizations in transitioning from ambitions to actionable results by integrating AI into critical platf


    Highlights

    $50,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    1000-9999

    Employees

    Pittsburgh, Pennsylvania, Us

    Services Provided+4 Services
    10% Custom AI Chatbot Development
    12% Machine Learning Model Development
    3% CRM Consulting and SI
    8% AI Strategy & Roadmap Consulting
    AI Summary

    “Founded in 1992, CEI partners with enterprises to design and implement scalable, secure AI systems, enabling operational modernization and measurable performance improvements globally.”

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    Cogent Labs is a new, comprehensive software development firm specializing in Web, Mobile, and Data Engineering. We serve a variety of clients, from early-stage startups to large enterprises with over 3,000 employees. Our clients highlight our ability to understand their products and our quick turna


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Lahore, Pk Punjab, Pk

    Services Provided+6 Services
    13% Custom Web Application Development
    8% Mobile App Development (iOS & Android)
    7% Backend Development
    5% Frontend Development
    AI Summary

    “Cogent Labs is a software development firm specializing in Web, Mobile, and Data Engineering, delivering scalable solutions across diverse industries from startups to large enterprises with rapid turnaround.”

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

    We create and develop mobile applications that please your users and enhance your business. Our enterprise-level development is paired with exceptional design. We produce award-winning mobile apps using Google's Flutter framework. We are recognized as one of the top mobile development agencies in Ca


    Highlights

    $1,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Ahmedabad, Gujarat, In

    Services Provided+6 Services
    21% Mobile App Development (iOS & Android)
    4% Custom Web Application Development
    15% Product UX Strategy
    10% UX Research & Usability Testing
    AI Summary

    “Multiverse Software develops award-winning, enterprise-level mobile applications using Google's Flutter, delivering exceptional design and recognized excellence across Canada, India, and the USA.”

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    Vigilant Technologies is a leader in information technology, specializing in cyber security, cloud services, business continuity, disaster recovery, server consolidation, and infrastructure assessment and management. The company provides cutting-edge IT solutions to both government and private secto


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    10-49

    Employees

    Tempe, Arizona, Us

    Services Provided+7 Services
    4% Conversational AI & Voice Assistant Development
    5% Custom AI Chatbot Development
    3% IT Staff Augmentation
    10% Machine Learning Model Development
    AI Summary

    “Vigilant Technologies, founded by veterans in 2004 and based in Tempe, Arizona, delivers advanced IT solutions including cyber security, cloud services, and AI-driven business enhancements.”

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    Software Services Delivery & Beyond (SSDB) is a technology-focused company that combines its technical knowledge with business insights to create tailored solutions that help clients succeed in their essential projects. SSDB collaborates closely with clients worldwide to adjust to their specific nee


    Highlights

    $25,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Services Provided+4 Services
    30% Software Development Services
    10% Machine Learning Model Development
    10% Other IT Consulting and SI
    10% QA & Software Testing
    AI Summary

    “With strong capabilities in AI strategy, machine learning, and custom chatbot development, SSDB Tech Services leverages automation and BI consulting to deliver innovative, intelligent solutions. Their cloud consulting services further enhance digital transformation efforts for their clients.”

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    We immerse ourselves in your business to create the AI solutions you truly require. There's no need for a large tech team to grow; all you need are partners who recognize your challenges and address them with appropriate tools. We integrate into your operations, resolve inefficiencies, and implement


    Highlights

    $1,000+

    Min Project Size

    2-9

    Employees

    Services Provided+1 Services
    13% AI Agent & Multi-Agent System Development
    10% AI Strategy & Roadmap Consulting
    12% Custom AI Chatbot Development
    15% Machine Learning Model Development
    AI Summary

    “Enabl Systems partners with businesses to deliver tailored AI solutions that streamline operations, enhance data management, and improve efficiency without requiring extensive in-house technical teams.”

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

    We comprise a passionate team of over 10 individuals dedicated to development and design. By assisting companies globally in reaching the highest quality standards in the digital product sector, we are establishing a significant presence as IT professionals utilizing cutting-edge technologies. Our s


    Highlights

    $10,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    10-49

    Employees

    Zagreb, Grad Zagreb, Hr

    Services Provided+7 Services
    17% Custom Web Application Development
    10% Mobile App Development (iOS & Android)
    7% E-Commerce Development
    14% Product Design
    AI Summary

    “Neushape Inc. is a dedicated IT firm specializing in IoT and embedded development, delivering innovative, high-quality digital product solutions worldwide through a skilled team focused on excellence.”

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    We are a leading Web 3 Research and Development firm focused on providing cutting-edge technological, strategic, and research-based solutions.


    Highlights

    $1,000+

    Min Project Size

    2-9

    Employees

    Services Provided+1 Services
    25% AR/VR & Mixed Reality Services
    25% Blockchain & Web3 Development
    20% Custom Web Application Development
    15% Machine Learning Model Development
    AI Summary

    “Leveraging cutting-edge AI technologies like Open AI GPT-3, Blockphrase excels in LLM Integration & Prompt Engineering, advancing natural language processing and conversational AI capabilities for diverse applications.”

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