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

Aptly Technology Corporation
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Aptly Technology Corporation is a worldwide IT infrastructure services and consulting firm based in Bellevue, Washington, established in 2016. The company focuses on cloud infrastructure, AI and GPU data center operations, enterprise IT modernization, and managed infrastructure services. Aptly manag
Highlights
$1,000+
Min Project Size
1000-9999
Employees
Bellevue, Washington, Us
Services Provided+5 Services
12% AI Strategy & Roadmap Consulting
5% Custom AI Chatbot Development
17% Machine Learning Model Development
15% Cloud Infrastructure Setup (AWS / GCP / Azure)
AI Summary
“Aptly Technology Corporation delivers global IT infrastructure services, specializing in cloud, AI, and enterprise modernization through comprehensive lifecycle management and strategic Microsoft partnerships.”
F
FireWorks Technology
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Fireworks Technology offers cloud-based ERP, E-Commerce, and POS solutions. We specialize in custom solutions for organizations, incorporating integrated Artificial Intelligence, Machine Learning, and Data Mining tools to enhance reporting and improve user experience.
Highlights
$50-99/hr
Avg Hourly Rate
2-9
Employees
Lahore, Pk Punjab, Pk
Services Provided+4 Services
14% E-Commerce Development
12% Custom Web Application Development
3% Mobile App Development (iOS & Android)
5% ERP & CRM Development
AI Summary
“Fireworks Technology provides cloud-based ERP, E-Commerce, and POS solutions, integrating AI, Machine Learning, and Data Mining to enhance reporting and user experience for organizations.”
Marifahsol
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Welcome to MarifahSol. I started this company because I believe that exceptional software stems from understanding rather than just coding. Whether you're a founder launching a healthcare startup or a business owner seeking to impose order with a custom CRM, you’re not just searching for a "vendor"
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Islamabad, Pk
Services Provided+2 Services
25% Custom Web Application Development
10% Mobile App Development (iOS & Android)
15% Backend Development
20% Custom AI Chatbot Development
AI Summary
“MarifahSol, based in Islamabad, delivers tailored AI, CRM/ERP, and healthcare software solutions through collaborative partnerships focused on innovation, security, and long-term client commitment.”
Kteams Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
At AtKteams Solution, we go beyond simply creating digital products; we design memorable experiences that enhance brand recognition. By combining innovative design with intelligent technology, we assist businesses in distinguishing themselves, growing rapidly, and maintaining a competitive edge. Whe
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
50-249
Employees
Services Provided+2 Services
18% Custom AI Chatbot Development
15% Machine Learning Model Development
18% Conversational AI & Voice Assistant Development
20% Custom Web Application Development
AI Summary
“Kteams Solutions crafts innovative digital products and experiences that enhance brand recognition, enabling businesses to grow, differentiate, and achieve impactful results across industries.”
Biztech Consulting & Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
BiztechCS is a well-regarded IT services firm dedicated to creating people-focused solutions. We craft exceptional customer experiences for our clients, drawing on our extensive expertise in design, development, strategy, testing, and product launch. Beyond our enthusiasm for cutting-edge technology
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
250-999
Employees
Ahmedabad, Gujarat, In
Services Provided+7 Services
20% ERP & CRM Development
18% Mobile App Development (iOS & Android)
8% E-Commerce Development
5% Custom Web Application Development
AI Summary
“Biztech Consulting & Solutions delivers innovative, people-focused IT services and product engineering, leveraging 16+ years of expertise to support business growth across diverse industries globally.”
XR Technica
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
XR Technica is an innovative and rapidly growing company that develops products and solutions centered around virtual reality for medical training. Based in Melbourne, Australia, we operate in the areas of Augmented Reality, Virtual Reality, Internet of Things (IoT), and Artificial Intelligence (AI)
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Melbourne, Victoria, Au
Services Provided+1 Services
33% Custom Web Application Development
18% API Development & Integration
15% AI Strategy & Roadmap Consulting
17% Machine Learning Model Development
AI Summary
“XR Technica, based in Melbourne, develops advanced VR and AR solutions employing AI, IoT, and spatial computing to enhance medical training through immersive, haptic-enabled simulators.”
COXIT
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
🟠 COXIT: AI/ML Development & Senior Team Support We specialize in creating production-level AI systems and integrating them into the long-term teams of our clients. Established in 2018, we are headquartered in Lviv with a branch in Wyoming, USA. Our expertise includes Python, C++, JavaScript, FastA
Highlights
$50,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Lviv, Lviv, Ua
Services Provided+6 Services
10% AI Agent & Multi-Agent System Development
8% AI Model Fine-Tuning & Training
8% Machine Learning Model Development
5% Custom AI Chatbot Development
AI Summary
“COXIT, founded in 2018, delivers customized AI/ML solutions and senior engineering support, integrating advanced technologies across industries with direct team collaboration and strategic project planning.”
PurpleGlo Experiential Tech Agency
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Introducing PurpleGlo Experiential Tech Agency, a premier provider of immersive and interactive experiences in the UAE, Saudi Arabia, and Qatar. Established in 2011, we focus on leveraging state-of-the-art technology and art to craft enchanting moments for brands and events. Our expert team utilizes
Highlights
$10,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
10-49
Employees
Dubai, Dubayy, Ae
Services Provided+1 Services
20% Custom AI Chatbot Development
15% Machine Learning Model Development
15% AI Model Fine-Tuning & Training
35% Brand Identity Design
AI Summary
“PurpleGlo Experiential Tech Agency delivers immersive brand experiences across the UAE and Gulf region, combining AI, AR, VR, and expert branding to enhance audience engagement and loyalty.”
Ksolves India Limited
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
With over 12 years of industry experience, Ksolves has established itself as a reliable global technology partner, providing scalable, secure, and intelligent digital solutions. As a publicly traded company on India's largest stock exchanges, NSE and BSE, we are proud to hold CMMI Level 3 certificat
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
250-999
Employees
Noida, Uttar Pradesh, In
Services Provided+3 Services
35% CRM Consulting and SI
15% BI & Big Data Consulting & SI
10% AI Strategy & Roadmap Consulting
10% Machine Learning Model Development
AI Summary
“Ksolves India's strong focus on AI strategy, CRM consulting, BI & big data, and ERP consulting showcases their advanced capabilities in AI & Automation. Their partnerships and expertise support intelligent and automated business transformation initiatives.”
FlairsTech
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
At FlairsTech, we think technology should conform to your needs, rather than forcing you to change. Our journey started with a straightforward concept: merge advanced intelligence with a focus on human talent. This led us to reshape the concept of a managed services provider. We crafted our services
Highlights
$50,000+
Min Project Size
< $25/hr
Avg Hourly Rate
1000-9999
Employees
Montreal, Quebec, Ca
Services Provided+2 Services
30% Customer Support Outsourcing
20% Managed IT Services
15% Other IT Consulting and SI
15% Software Development Services
AI Summary
“FlairsTech leverages AI Development expertise in custom AI chatbots, machine learning models, and conversational AI, showcasing advanced automation and intelligent technology integration.”

...

...

...

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