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

ACXILABS (PVT) LTD
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
ACXILABS is a senior-led software studio that develops tailored web and mobile applications for small and medium-sized businesses in the logistics, fintech, and healthcare sectors across Europe. We collaborate with operations leaders, founders, and product teams to create internal tools, customer po
Highlights
< $25/hr
Avg Hourly Rate
2-9
Employees
Services Provided+5 Services
23% Mobile App Development (iOS & Android)
28% Custom Web Application Development
5% Workflow Automation (Zapier / Make / n8n)
5% IT Staff Augmentation
AI Summary
“ACXILABS is a senior-led software studio delivering custom web and mobile applications for SMEs in logistics, fintech, and healthcare sectors across Europe, emphasizing direct client collaboration and tailored solutions.”
Unika Infocom
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
**Unika Infocom - Where Innovation Meets Excellence** At Unika Infocom, we don't merely create technology; we shape the future. Established in the vibrant city of Kolkata, the City of Joy, and supported by a dedicated global team across Asia, North America, and Europe, we have dedicated over 20 yea
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Kolkata, West Bengal, In
Services Provided+17 Services
8% Custom Web Application Development
6% Mobile App Development (iOS & Android)
4% E-Commerce Development
3% API Development & Integration
AI Summary
“Unika Infocom, based in Kolkata, delivers comprehensive IT solutions worldwide, specializing in software development, ERP systems, mobile applications, and digital marketing to drive client success.”
Nectar Innovations LLC
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Nectar Innovations is an IT services company based in the USA that provides comprehensive digital and automation solutions for startups, small to medium-sized businesses, and large enterprises in the U.S. and U.K. Our skilled team focuses on developing scalable, custom technologies that enable busin
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Dover, Delaware, Us
Services Provided+14 Services
6% Mobile App Development (iOS & Android)
3% SaaS Product Development
4% Frontend Development
4% API Development & Integration
AI Summary
“Nectar Innovations LLC delivers scalable IT solutions, including custom software, web and mobile apps, e-commerce, and AI-driven automation, fostering operational efficiency for diverse businesses in the US and UK.”
Slopes-dev
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Welcome to Slopes.dev, Utah's leading app development firm with over a decade of experience. Our team prioritizes integrity, transparency, and a customer-focused approach, ensuring that trust and reliability are at the core of every project. Nestled in Utah's stunning landscape, Slopes.dev infuses c
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+5 Services
12% Mobile App Development (iOS & Android)
5% Custom Web Application Development
17% DevOps Engineering
8% UX Research & Usability Testing
AI Summary
“Slopes.dev is a Utah-based app development firm delivering creative, reliable digital solutions with a customer-focused approach, serving startups and established businesses for over a decade.”
TechnoGenix Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
TechnoGenix Solutions is an international software development and IT services firm that assists businesses, ranging from startups to large enterprises, in leveraging technology for sustainable growth. With a client retention rate exceeding 90%, we focus on providing tailored, scalable, and innovati
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Services Provided+13 Services
6% Custom Web Application Development
4% Mobile App Development (iOS & Android)
3% E-Commerce Development
8% Backend Development
AI Summary
“TechnoGenix Solutions is a global IT firm offering tailored, scalable software and technology services across multiple platforms to support business growth and digital transformation.”
CometForge
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
CometForge is an agile tech firm focused on advanced software services and innovative products. We specialize in developing scalable solutions such as website design, e-commerce systems, AI/ML integrations, and customized SaaS applications. Committed to outstanding quality, our team equips businesse
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+5 Services
10% Mobile App Development (iOS & Android)
18% Custom Web Application Development
8% API Development & Integration
15% SaaS Product Development
AI Summary
“CometForge is a dynamic technology company delivering advanced software services and innovative, scalable solutions including AI, e-commerce, and custom SaaS applications to drive business growth and innovation.”
Expera Information Technology
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
“Our focus is not on technology that serves people; instead, we prioritize people who utilize technology.” Founded in 1996 by Vince Fung, Expera Information Technology boasts a strong history of providing award-winning services to businesses of all sizes in Calgary, Edmonton, Toronto, and beyond.
Highlights
10-49
Employees
Services Provided+6 Services
8% AI Strategy & Roadmap Consulting
5% Custom AI Chatbot Development
8% Machine Learning Model Development
5% AI-Powered Document Processing
AI Summary
“Founded in 1996, Expera Information Technology delivers innovative managed IT, cybersecurity, cloud, and advisory services across diverse industries, empowering businesses to leverage technology effectively.”
Kloudynet Technologies
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Founded in 2013 by former Microsoft consultants in India, Kloudynet Technologies relocated its headquarters to Malaysia in 2016. It currently holds the esteemed MSC status granted by the Malaysia Digital Economic Corporation. As a Microsoft Cloud Solution Provider, Kloudynet collaborates with Micros
Highlights
$250,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+6 Services
10% Unified Communications Consulting & SI
5% Custom AI Chatbot Development
10% AI Strategy & Roadmap Consulting
5% Conversational AI & Voice Assistant Development
AI Summary
“Kloudynet Technologies, founded by ex-Microsoft consultants, offers advisory, consulting, and managed services specializing in Microsoft technologies, operating as a recognized Cloud Solution Provider in Malaysia.”
Stacklance Technologies
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Stacklance is a premier technology consulting and development company that focuses on creating scalable, high-performance solutions for businesses of any size. Our team consists of skilled engineers, architects, and consultants who provide innovative software, cloud services, and AI-enabled applicat
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+9 Services
7% Backend Development
7% SaaS Product Development
4% Custom Web Application Development
2% Frontend Development
AI Summary
“Stacklance Technologies delivers scalable, secure software solutions, combining expertise in full-stack development, cloud computing, AI, and DevOps to empower business innovation and growth.”
Black Swan Labs | BSLabs
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Rapid website creation, mobile application development, and AI automation tailored for expanding businesses. Quality work guaranteed with no prolonged delays. Obtain a site that effectively attracts customers. Located in Dubai, we serve clients globally.
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Dubai, Dubayy, Ae
Services Provided+6 Services
10% Mobile App Development (iOS & Android)
10% Custom Web Application Development
5% API Development & Integration
8% Product UX Strategy
AI Summary
“Black Swan Labs specializes in rapid website and mobile app development alongside AI automation, delivering quality digital solutions to businesses worldwide from their Dubai base.”

...

...

...

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.