Top AI Agent & Multi-Agent System Development Companies

An AI agent does more than answer: it plans steps, calls tools and APIs, reads and writes to business systems, and checks its own work before handing a result to a person. AI agent and multi-agent system development companies build these, from a single agent that triages support tickets to systems where a planner agent delegates research, drafting and review to specialist agents. Companies hire them when a chatbot pilot needs to take real actions, when a back-office process has too many exceptions for rules-based automation, or when sales wants research and outreach drafted for it.

Compare developers on agents in production, how they evaluate agent behavior, and guardrails for actions that touch money or customer data.

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

4,596 Companies

List of the Best AI Agent & Multi-Agent System Development Agencies

Droidor
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Droidor is a rapidly expanding software development and IT services firm located in Pakistan. We specialize in creating software solutions and collaborate with self-funded startups as well as state governments. With more than seven years of experience in product development and integration, our full
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Lahore, Pk Punjab, Pk
Services Provided+7 Services
20% Mobile App Development (iOS & Android)
30% Custom Web Application Development
10% Generative AI
5% Robotic Process Automation (RPA)
AI Summary
“Droidor is a Pakistan-based software and IT services company with 7+ years in full-stack development, partnering with startups and governments to deliver tailored enterprise solutions.”
AngryLynx doo Novi Sad
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
AngryLynx DOO is a software engineering firm located in Serbia, established in 2020 by a mathematical researcher and hardware engineer. We specialize in updating outdated systems and managing complex data transfers, taking full responsibility for these processes. Our primary goal is to integrate fra
Highlights
$25,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Rs
Services Provided+3 Services
20% BI & Big Data Consulting & SI
20% Cloud Consulting & SI
20% DevOps Engineering
20% IT Staff Augmentation
AI Summary
“AngryLynx doo Novi Sad specializes in AI and automation solutions, including BI and big data consulting, cloud consulting, AI agent development, and IT staff augmentation. Their focus on AI strategy and advanced data integration makes them a strong fit for this category.”
Magora
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Magora is a leading web and mobile app development company based in the dynamic heart of London, collaborating with top brands like AstraZeneca, Easy Group, Toyota, Danone, and Unilever. Founded in 2010, we are driven by a passion for creating digital products that provide outstanding user experienc
Highlights
$25,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
London, England, Gb
Services Provided+18 Services
12% Custom Web Application Development
12% Mobile App Development (iOS & Android)
7% SaaS Product Development
5% E-Commerce Development
AI Summary
“Magora, a London-based app development company, partners with prominent brands to deliver adaptable, transparent digital solutions that enhance user experiences and support business success.”
Inovex Systems
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Inovex Systems provides a comprehensive range of technology and growth services, including enterprise software, AI solutions, and effective marketing campaigns, to help your business thrive and succeed in a competitive landscape.
Highlights
< $25/hr
Avg Hourly Rate
2-9
Employees
Services Provided+4 Services
10% AI Agent & Multi-Agent System Development
15% Generative AI
6% Search Engine Optimization (SEO)
6% Pay Per Click
AI Summary
“Inovex Systems delivers enterprise software, AI solutions, and marketing services, empowering businesses with integrated technology and growth strategies to succeed in competitive markets.”
KLabs
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
KLabs is a software development team that transforms ideas into functional products. We create web and mobile applications, cloud infrastructure, automation systems, and AI-driven tools, overseeing every stage from concept to deployment. With over 8 years of experience and more than 50 completed pro
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Silver Spring, Maryland, Us
Services Provided+4 Services
18% Mobile App Development (iOS & Android)
15% Custom Web Application Development
7% MLOps & Model Deployment Infrastructure
5% Cloud Consulting & SI
AI Summary
“KLabs specializes in developing scalable web, mobile, cloud, and AI-driven solutions across industries, delivering reliable software products from concept to deployment with diverse technology expertise.”
Q
Quantum Core
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
QuantumCore is your reliable partner for advanced AI-driven software solutions, focusing on customized AI agents and a diverse array of B2B and B2C applications that help businesses function smarter, quicker, and more effectively. We offer comprehensive development services, merging AI innovation wi
Highlights
$25,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+9 Services
5% AI Strategy & Roadmap Consulting
7% Custom AI Chatbot Development
5% Machine Learning Model Development
3% Workflow Automation (Zapier / Make / n8n)
AI Summary
“QuantumCore delivers advanced AI-driven software and scalable enterprise solutions, specializing in customized AI agents, automation, and robust platforms to enhance business efficiency and innovation.”
Vizualabs
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Enhance Your Business with Vizualabs: Innovative Software and AI Solutions In the rapidly evolving digital environment, keeping ahead demands more than just conventional tools; it calls for a customized ecosystem. Vizualabs excels in high-performance bespoke software development, enabling businesse
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+5 Services
12% Custom Web Application Development
7% API Development & Integration
3% E-Commerce Development
7% Backend Development
AI Summary
“Vizualabs specializes in custom software and AI solutions, transforming complex business challenges into scalable, secure digital systems that enhance operational efficiency and drive measurable returns.”
Nostalgic Studio
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Nostalgic Studio is a leading digital agency located in Johannesburg, South Africa, focusing on effective web design, SEO, and digital marketing. We support startups and medium enterprises by providing customized, mobile-responsive websites, scalable e-commerce solutions, and impactful branding. Our
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
2-9
Employees
Midrand, Gauteng, Za
Services Provided+9 Services
20% API Development & Integration
2% Content Marketing Strategy
3% Ecommerce Marketing
3% Digital Strategy
AI Summary
“Nostalgic Studio, a Johannesburg-based digital agency, delivers tailored web design, e-commerce, SEO, and digital marketing solutions to boost startups and medium enterprises' online presence.”
Athenia Labs
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We are Athenia Labs, a team based in the UK focused on developing scalable mobile apps and full-stack platforms. We collaborate with founders, startups, and growing companies to transform concepts into tangible products, including apps, SaaS platforms, and custom web solutions. Some clients approach
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
London, England, Gb
Services Provided+5 Services
13% Mobile App Development (iOS & Android)
10% Custom Web Application Development
8% SaaS Product Development
2% QA & Software Testing
AI Summary
“Athenia Labs, UK-based, develops scalable mobile apps, SaaS, and web platforms for startups and businesses, managing projects end-to-end with a focus on quality and collaboration.”
Umti Tech Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
UMTI Tech Solutions – Accelerating Digital Advancement with Innovation, Expertise, and Intelligent Training At UMTI Tech Solutions, we are dedicated to reshaping the future of businesses by leveraging innovative technology, expert software development, and intelligent tech training. Fueled by a pass
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Services Provided+4 Services
20% Custom AI Chatbot Development
7% Generative AI
7% AI Agent & Multi-Agent System Development
15% Custom Web Application Development
AI Summary
“UMTI Tech Solutions delivers innovative digital services including web and mobile development, AI chatbots, business automation, and tech training to empower businesses of all sizes.”

...

...

...

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 AI Agent & Multi-Agent System Development Companies

List of the Best AI Agent & Multi-Agent System Development Agencies

Q

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.