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

Smart Data
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Smart Data is a software consulting company located in Miamisburg, OH, catering to the regions of Ohio, Indiana, and Kentucky. We focus on custom software development, data engineering, cloud migration, machine learning and AI, cybersecurity evaluations, and healthcare IT solutions. Our team provide
Highlights
$25,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
50-249
Employees
Miamisburg, Ohio, Us
Services Provided+10 Services
18% Custom Web Application Development
8% Backend Development
6% Machine Learning Model Development
1% ERP Consulting and SI
AI Summary
“Smart Data, established in 2005 in Miamisburg, OH, delivers custom software, data engineering, AI, cybersecurity, and healthcare IT solutions across Ohio, Indiana, and Kentucky.”
Quebits
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We focus on clarifying technology for our clients, whether you are a startup in its early stages, a small to medium-sized business, or a large multinational corporation. Quebits offers tailored solutions that align seamlessly with your specific business goals and requirements. Step into the future w
Highlights
2-9
Employees
Waterloo, Ontario, Ca
Services Provided+6 Services
13% API Development & Integration
25% Custom Web Application Development
13% Mobile App Development (iOS & Android)
7% LLM Integration & Prompt Engineering
AI Summary
“Quebits delivers customized technology solutions for startups to multinationals, aligning innovations with business goals to drive impactful, future-ready outcomes across industries.”
Cloud Innovates Pte Ltd
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We are a design innovation firm dedicated to helping businesses streamline their daily operations through experience design. Our specialization includes creating mobile-friendly responsive websites, mobile applications, and scalable cloud-based enterprise systems such as ERP, SCM, WMS, CMS, and CRM,
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
2-9
Employees
Singapore, Singapore, Sg
Services Provided+7 Services
15% ERP & CRM Development
8% Custom Web Application Development
3% Legacy System Modernization
9% Workflow Automation (Zapier / Make / n8n)
AI Summary
“Cloud Innovates Pte Ltd is a design innovation firm delivering tailored mobile-friendly and cloud-based enterprise solutions across diverse industries, enabling business growth through automation, AI, and blockchain technologies.”
ICIEOS
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
ICIEOS assists startups and businesses in turning their ideas into scalable software solutions. Our clients rely on us for our dependability, creativity, and comprehensive engineering services from initial concept through to deployment. We serve various industries, including technology, retail, educ
Highlights
$5,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Services Provided+8 Services
10% Mobile App Development (iOS & Android)
7% E-Commerce Development
3% Legacy System Modernization
7% API Development & Integration
AI Summary
“ICIEOS partners with startups and businesses across multiple industries to develop scalable software solutions, offering reliable and creative engineering services from concept to deployment.”
Develanet
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Bring your product to market in just 2-4 weeks without incurring $50k+ agency costs. Transform your concept into a functional MVP in 2-6 weeks. With a fixed price and scalable technology, it will be prepared for users.
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+3 Services
15% API Development & Integration
20% Mobile App Development (iOS & Android)
15% Custom Web Application Development
13% Generative AI
AI Summary
“Develanet accelerates product development by delivering functional MVPs within 2-6 weeks at fixed pricing, enabling quick market entry without high agency costs using scalable technology.”
KognivAI Analytics
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
KognivAI – Speeding Up Business Change with AI, Cloud, and Smart Engineering KognivAI is a forward-thinking technology company that provides advanced solutions in Artificial Intelligence (AI), Machine Learning (ML), Cloud Services, and Full-Stack IT Development. As a valued Google Cloud Partner and
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
2-9
Employees
Services Provided+6 Services
10% AI Strategy & Roadmap Consulting
10% Machine Learning Model Development
10% BI & Big Data Consulting & SI
10% Cloud Consulting & SI
AI Summary
“KognivAI Analytics specializes in AI strategy and deployment, leveraging BI & Big Data and cloud consulting to deliver innovative automation and AI-driven solutions aligned with business transformation goals.”
Adroiti Technologies
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Adroiti serves as a premier AI enablement and product engineering partner for organizations that prioritize execution, accountability, and quantifiable business results. With over 100 senior experts, Adroiti offers the depth, continuity, and disciplined execution necessary to achieve significant bus
Highlights
50-249
Employees
Lt
Services Provided+6 Services
10% AI Agent & Multi-Agent System Development
10% AI Strategy & Roadmap Consulting
10% Machine Learning Model Development
10% Other IT Consulting and SI
AI Summary
“Adroiti Technologies excels in AI & Automation with services like AI Agent development, AI consulting, machine learning, RPA, and workflow automation, making it an ideal partner for organizations implementing intelligent automation and AI strategies.”
WAMO LABS
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
WAMO LABS is a comprehensive AI engineering firm that provides tailored technological solutions for both startups and large enterprises. Our expertise lies in developing scalable, secure, and high-performance digital products that foster measurable growth across various sectors. Our Services Include
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Services Provided+6 Services
10% Machine Learning Model Development
10% QA & Software Testing
10% Content Marketing Strategy
10% Software Development Services
AI Summary
“With expertise in AI Strategy, Generative AI, Machine Learning, and chatbot development, WAMO LABS positions itself strongly in AI & Automation, driving innovative and intelligent solutions for clients.”
ERALP SOFTWARE
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
At Eralp Software, we develop tailored web and mobile applications by carefully assessing the specific challenges faced by our clients. By leveraging cutting-edge technologies, we craft scalable, sustainable, and user-centric solutions that provide lasting value. Our goal is to provide professional
Highlights
$5,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Services Provided+6 Services
10% Machine Learning Model Development
10% Blockchain & Web3 Development
10% Software Development Services
10% Graphic Design
AI Summary
“ERALP SOFTWARE leverages expertise in machine learning and conversational AI to develop intelligent solutions such as chatbots, enhancing operational efficiency and user interaction capabilities.”
Techroo Australia
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
An all-in-one software company providing exceptional engineering with a straightforward, local style. We focus on creating solutions that are scalable, secure, and high-performing.
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+6 Services
10% Machine Learning Model Development
10% Cloud Consulting & SI
10% Cybersecurity Services
10% DevOps Engineering
AI Summary
“Techroo Australia excels in AI & Automation, providing AI Strategy & Roadmap Consulting and generative AI capabilities. Their expertise ensures cutting-edge AI solutions tailored to client needs alongside IT consulting services.”

...

...

...

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