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

NdovuCloud Technologies
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
NdovuCloud is a cloud service provider that delivers top-notch web services and software solutions. Our team is dynamic and dedicated to our customers, boasting a wealth of experience in offering high-quality products and services. We aim to establish enduring relationships with our clients by addre
Highlights
$1,000+
Min Project Size
10-49
Employees
Nairobi, Ke
Services Provided+5 Services
10% API Development & Integration
10% Backend Development
14% Custom Web Application Development
10% BI & Big Data Consulting & SI
AI Summary
“NdovuCloud Technologies is a dynamic cloud service provider delivering high-quality web services and software solutions, focusing on client needs with competitive rates and advanced technology.”
Incipient Infotech
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
SaaS and AI/ML specialist: Let's be honest—every agency touts themselves as "award-winning" and "focused on ROI." However, the reality is that over 500 companies, including some well-known names, continue to choose us. Why? Our perfect Clutch rating speaks for itself. Do we have the technical skills
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Klemzig, South Australia, Au
Services Provided+8 Services
10% Custom Web Application Development
5% Mobile App Development (iOS & Android)
8% API Development & Integration
13% SaaS Product Development
AI Summary
“Incipient Infotech specializes in SaaS and AI/ML solutions, delivering tailored, stable, and efficient software for diverse industries, supported by a flawless client satisfaction record.”
Axe Automation
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We streamline your manual processes by connecting your internal tools and automating the workflows among them. With over 150 active clients, we have helped save them a collective tens of millions of dollars. Our automation services cover various areas, including onboarding, operations, project manag
Highlights
$1,000+
Min Project Size
10-49
Employees
Marina del Rey, California, Us
Services Provided+2 Services
10% Machine Learning Model Development
15% ERP Consulting and SI
15% AI Strategy & Roadmap Consulting
10% Custom AI Chatbot Development
AI Summary
“Axe Automation enhances business efficiency by integrating internal tools and automating workflows across multiple departments, benefiting over 150 clients with significant cost savings.”
Web Unify
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Web Unify is leading the charge in promoting inclusivity and diversity, particularly in empowering women within the tech sector. We provide innovative solutions for web applications, websites, mobile applications, custom software, and beyond. We are convinced that diversity fosters innovation and su
Highlights
$1,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
10-49
Employees
Services Provided+2 Services
25% Software Development Services
25% E-Commerce Development
15% Web App UI Design
13% Machine Learning Model Development
AI Summary
“Web Unify harnesses AI & Automation through machine learning, conversational AI, and generative AI strategies. Their focus on cutting-edge AI solutions drives innovation and intelligent automation for client businesses.”
Blockchain Technologies
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
**Expertise in Blockchain, Web3 & AI Ecosystem Development** **Blockchain Technologies — Your Global Partner for Web3 & AI Innovation** Blockchain Technologies is an Australian company dedicated to blockchain development, focusing on advanced decentralized technology solutions. We operate in Austr
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Melbourne, Victoria, Au
Services Provided+3 Services
43% Blockchain & Web3 Development
8% Mobile App Development (iOS & Android)
12% Custom AI Chatbot Development
15% Generative AI
AI Summary
“Blockchain Technologies is an Australian company specializing in blockchain and Web3 development with AI integration, delivering secure, scalable solutions globally across diverse industries for over a decade.”
SOFTCODING SOLUTIONS
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
At SoftCoding Solutions, we focus on delivering high-quality Ruby on Rails developers and complete product teams to startups and technology-oriented businesses worldwide. Having successfully completed over 30 projects globally, our skilled team assists companies in launching, scaling, and modernizin
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Ahmedabad, Gujarat, In
Services Provided+4 Services
5% Mobile App Development (iOS & Android)
20% SaaS Product Development
18% Custom Web Application Development
8% Backend Development
AI Summary
“SoftCoding Solutions provides expert Ruby on Rails development and product teams globally, delivering custom software and staff augmentation across diverse industries including SaaS, e-commerce, and AI-driven platforms.”
APRD
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
APRD is a leading research and development and software engineering center situated in Central Asia. Founded in 2025, our primary goal is to offer scalable engineering solutions and meaningful innovations to global enterprises. Unlike typical outsourcing companies that concentrate exclusively on imp
Highlights
$5,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Services Provided+1 Services
20% Custom Web Application Development
14% Mobile App Development (iOS & Android)
15% Custom AI Chatbot Development
18% Machine Learning Model Development
AI Summary
“APRD, based in Central Asia since 2025, delivers scalable software engineering and R&D services, integrating advanced backend, mobile, and AI solutions to address complex technical challenges globally.”
Austin App Labs
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Welcome to MightyByte, where we design outstanding digital experiences with meticulous attention to detail. Our team of skilled engineers comes from prestigious institutions such as Harvard, Princeton, and Yale, bringing their extensive knowledge to the core of the United States. We take pride in ou
Highlights
$25,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Austin, Texas, Us
Services Provided+5 Services
12% Mobile App Development (iOS & Android)
9% Custom Web Application Development
4% Backend Development
9% Product UX Strategy
AI Summary
“Austin App Labs delivers award-winning, cross-platform mobile and web applications, integrating advanced blockchain and AI technologies with expert teams, ensuring tailored, budget-conscious digital solutions.”
Intelia
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Intelia is transforming the landscape of software development and delivery through a data-centric engineering approach that reveals value for businesses and minimizes risks associated with the engagement process. Our service delivery model ensures that 96% of our software products are delivered on s
Highlights
$25,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Lagos, Lagos, Ng
Services Provided+6 Services
12% Custom Web Application Development
5% Mobile App Development (iOS & Android)
7% Backend Development
5% Frontend Development
AI Summary
“Intelia is a Nigerian software firm specializing in custom web, mobile apps, AI-driven solutions, and IT staff augmentation, delivering timely, data-centric products with high client satisfaction.”
Sodio Technologies
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Sodio is a proactive digital product development firm that provides various services to assist businesses in navigating the constantly changing technological landscape. Our areas of specialization include Blockchain, AI, Mobile and Web App Development, Digital Marketing, Branding, and DevOps. In the
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Bengaluru, Karnataka, In
Services Provided+4 Services
11% Custom Web Application Development
11% Mobile App Development (iOS & Android)
3% E-Commerce Development
25% Product UX Strategy
AI Summary
“Sodio Technologies is a digital product development firm offering expertise in blockchain, AI, app development, digital marketing, branding, and DevOps, enabling businesses to innovate and grow efficiently.”

...

...

...

Latest insights & expert perspectives

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

Minimum project sizes stated by UX audit firms listed on Edverise, with the no-minimum and $1,000 bands shaded

Vendor Selection

UX Audit Cost: Price Tables Say $8,000, Most Firms Start Lower

Agency tables put a full UX audit at $8,000 and up. 60% of 3,038 listed audit firms state a $1,000 minimum or none. Here is what to pay and what to demand.

Akash Mohapatra

11/9/2026

MLOps consulting cost: minimum project sizes stated by firms listed for MLOps and model deployment, with the $10,000-and-above bands highlighted

Vendor Selection

MLOps Consulting Cost: What 374 Listed Firms Require

MLOps consulting cost has almost no public pricing. The floors 374 listed MLOps companies state, the few published prices, and how to scope a deployment.

Santanu Prasad Sahoo

11/8/2026