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

9,701 Companies

List of the Best Machine Learning Model Development Agencies

Verselix Infotech PVT LTD
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Robust Client Relationships: We focus on establishing enduring relationships with our clients, dedicating time to grasp their individual needs and objectives. This enables us to provide tailored solutions that align with their specific business requirements. Ongoing Enhancement: We are committed to
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Surat, Gujarat, In
Services Provided+3 Services
50% Machine Learning Model Development
25% DevOps Engineering
10% API Development & Integration
10% AR/VR & Mixed Reality Services
AI Summary
“Verselix Infotech PVT LTD delivers tailored software development, AI-driven automation, and expert DevOps services, focusing on client needs, innovation, and high-quality, reliable technology solutions.”
IQ Direct Inc.
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
IQ Direct Inc. provides advanced outsourcing development services for small and medium-sized businesses in areas such as business automation and the design and implementation of electronic devices and software. We are extremely thankful to our valued customers in California, New York, Georgia, Canad
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided
10% Custom Web Application Development
25% Mobile App Development (iOS & Android)
15% Backend Development
50% Machine Learning Model Development
AI Summary
“IQ Direct Inc. offers comprehensive outsourcing services in electronic device design, software development, embedded systems, and product manufacturing, supporting diverse business automation needs globally.”
Arcalís
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We are a group of creative individuals passionate about innovative concepts, offering our assistance to startups, non-profits, multinational companies, individuals, and business owners in developing exceptional solutions that enable them to operate their businesses effectively.
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Rothbury, England, Gb
Services Provided
20% Mobile App Development (iOS & Android)
30% Custom Web Application Development
50% Machine Learning Model Development
AI Summary
“Arcalís is a creative team dedicated to delivering innovative solutions that empower startups, non-profits, corporations, and entrepreneurs to operate efficiently and achieve business success.”
Yigsoft
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Yigsoft, established in 2021, is a software development company dedicated to turning ideas into reality. We prioritize customer satisfaction and strive to produce the highest quality products with passion and attention. Our enthusiasm lies in developing contemporary software that embraces innovative
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Budapest, Budapest, Hu
Services Provided
30% Mobile App Development (iOS & Android)
20% Custom Web Application Development
50% Machine Learning Model Development
AI Summary
“Yigsoft, founded in 2021, specializes in custom software development for mobile and web platforms, focusing on innovative, high-quality solutions that prioritize customer satisfaction.”
SATVA.DEV
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We are a group of developers committed to our responsibilities and focused on ensuring your satisfaction with the final product. At Satva.dev, our developers possess outstanding technical abilities and substantial experience, creating an effective mix that ensures client happiness with the outcomes
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Tallinn, Harju, Ee
Services Provided
30% Custom Web Application Development
20% Mobile App Development (iOS & Android)
50% Machine Learning Model Development
AI Summary
“Satva.dev is a professional developer team committed to delivering high-quality software solutions through rigorous planning, technical expertise, and thorough quality control, ensuring client satisfaction.”
Sigma Embedded Engineering Group
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Welcome to Sigma Embedded Engineering! We provide AI solutions for embedded systems. Our company specializes in consulting services for research and development, particularly in power electronics, hardware-related software creation, testing and quality assurance, as well as electronics design. Si
Highlights
$25-49/hr
Avg Hourly Rate
50-249
Employees
Gothenburg, Vastra Gotaland, Se
Services Provided
25% AI Strategy & Roadmap Consulting
10% Custom AI Chatbot Development
50% Machine Learning Model Development
15% Cloud Consulting & SI
AI Summary
“Sigma Embedded Engineering Group specializes in AI-enabled consulting for embedded systems, offering R&D, power electronics, software development, testing, quality assurance, and electronics design services with strong execution focus.”
NeuralRays AI
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
NeuralRays AI is a company focused on artificial intelligence, driven by the principles of ethical AI. They create machine learning and deep learning algorithms for use in simulations, e-commerce, and AI-driven applications. Collaborating with global tech partners who share a passion for AI, NeuralR
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
London, England, Gb
Services Provided
50% Machine Learning Model Development
10% Conversational AI & Voice Assistant Development
15% AI Strategy & Roadmap Consulting
25% Generative AI
AI Summary
“NeuralRays AI specializes in ethical artificial intelligence, developing scalable machine learning solutions for simulations, e-commerce, and diverse industries to address complex real-world challenges.”
Neon Software Co.
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Neon is a software consulting firm focused on creating exceptional products for outstanding individuals. We are proud of our comprehensive engineering approach, which enables product owners to advance their ideas from conception to implementation and profitability. Neon is proudly located in Detroit
Highlights
2-9
Employees
Detroit, Michigan, Us
Services Provided
28% Custom Web Application Development
22% Mobile App Development (iOS & Android)
50% Machine Learning Model Development
AI Summary
“Neon Software Co. is a Detroit-based software consulting firm specializing in comprehensive engineering solutions that transform innovative ideas into successful, profitable products for diverse clients.”
Quellcode 360 GmbH
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Quellcode 360 GmbH ist ein in der Schweiz ansässiges Unternehmen, das sich auf Softwareentwicklung, Datenanalyse, Künstliche Intelligenz und IT-Beratung spezialisiert hat und seinen Sitz in Meilen nahe Zürich hat. Wir erstellen maßgeschneiderte digitale Lösungen für Unternehmen, darunter moderne Web
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Meilen, Zurich, Ch
Services Provided
35% Custom Web Application Development
15% Mobile App Development (iOS & Android)
50% Machine Learning Model Development
AI Summary
“Quellcode 360 GmbH, based in Switzerland, delivers tailored software, AI-driven solutions, and IT consulting, enhancing business processes with efficient, future-proof digital innovations and ongoing support.”
Do With AI
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We are dedicated to empowering individuals and industries with high-performance AI solutions and applications. Over the years, we've broadened our services and leveraged emerging technology trends to enhance our client support. With our large team, diverse technology portfolio, specialized knowledge
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Lahore, Pk Punjab, Pk
Services Provided
15% Custom Web Application Development
35% Mobile App Development (iOS & Android)
50% Machine Learning Model Development
AI Summary
“Do With AI delivers diverse, high-performance AI solutions, leveraging industry expertise and advanced technologies to effectively align innovations with client business needs and goals.”

...

...

...

Latest insights & expert perspectives

Explore data-backed surveys with inputs from top industry experts.

Stated minimum project sizes among the firms listed under software development services on Edverise, with the $50,000 band shaded

Vendor Selection

Questions to Ask a Software Development Agency: Six With Proof

A vetting script for second-round agency calls: six questions, the document each answer has to produce, and what a directory listing or a badge really proves.

Nihar Ranjan Rout

10/31/2026

Three software development quotes of $38,000, $94,000 and $210,000 converted to effective hourly rates of $79, $73 and $87.50

Vendor Selection

How to Compare Software Development Quotes Priced 5x Apart

Three bids for the same build are rarely comparable as written. A normalization checklist, a weighted grid adapted from FAR Part 15.3, and the hourly arithmetic.

Akash Mohapatra

10/31/2026

Chart of minimum project size stated by firms listed under AI agent development on Edverise, with the $50,000 band highlighted

Vendor Selection

AI Agent Development Cost: Build, Tokens, Reliability

An AI agent has three costs. Compute the monthly token bill from published list prices, then set the build quote against what listed firms actually charge.

Santanu Prasad Sahoo

10/31/2026

Check All Our Blogs

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.

Top Machine Learning Model Development Firms

List of the Best Machine Learning Model Development Agencies

Where buyers look next

Latest insights & expert perspectives

Questions to Ask a Software Development Agency: Six With Proof

How to Compare Software Development Quotes Priced 5x Apart

AI Agent Development Cost: Build, Tokens, Reliability

One Platform. One Promise. One Trust.