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

Orange Marketing
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We create effective revenue systems for B2B companies, focusing on operators who implement, execute, and optimize strategies across marketing, sales, and service functions. 🍊 Accredited for onboarding and data migration with HubSpot 🍊 Comprehensive marketing and sales solutions 🍊 Recipient of the
Highlights
$5,000+
Min Project Size
$150+/hr
Avg Hourly Rate
10-49
Employees
Newport Beach, California, Us
Services Provided+7 Services
20% CRM Consulting and SI
5% AI Agent & Multi-Agent System Development
5% Partnership & Channel Strategy
10% Go-to-Market Strategy
AI Summary
“Orange Marketing specializes in creating revenue systems for B2B companies by implementing and optimizing marketing, sales, and service strategies, with expertise in HubSpot and data migrations across diverse sectors.”
Codeminer42
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We are Codeminer42, your go-to boutique for software development! Established in 2011, we have been a reputable name in the industry, collaborating with top companies in Brazil and the United States, including Amazon, GoDaddy, ClickFunnels, Walmart, ESPN, among others. Our clients depend on us to en
Highlights
$10,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Sao Paulo, Sao Paulo, Br
Services Provided+3 Services
50% Mobile App Development (iOS & Android)
13% Machine Learning Model Development
18% IT Staff Augmentation
5% AI Strategy & Roadmap Consulting
AI Summary
“Founded in 2011, Codeminer42 is a boutique software development firm partnering with leading companies like Amazon and Walmart to provide expert engineering and outsourcing solutions.”
Asher Technologies Inc.
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
A professional IT software development firm offering AI solutions, web and app development, digital marketing, IT support, cloud migration and assistance, on-premises server installation, and a range of complete IT services.
Highlights
2-9
Employees
Services Provided+8 Services
12% Custom Web Application Development
8% Mobile App Development (iOS & Android)
10% AI Agent & Multi-Agent System Development
8% AI Strategy & Roadmap Consulting
AI Summary
“Asher Technologies Inc. is a professional IT firm delivering AI solutions, web and app development, digital marketing, IT support, cloud migration, and comprehensive IT services.”
Digipace Technologies Pvt. Ltd.
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Digipace Technologies Pvt. Ltd. is a company focused on providing technology solutions that offer practical and scalable digital products for businesses. We focus on custom software development, mobile and web applications, cloud solutions, automation, and data-driven strategies tailored to actual o
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Vadodara, Gujarat, In
Services Provided+4 Services
17% Custom Web Application Development
3% E-Commerce Development
14% Mobile App Development (iOS & Android)
8% Generative AI
AI Summary
“Digipace Technologies Pvt. Ltd. delivers tailored software, AI-powered automation, and user-centric design, enabling scalable, secure digital platforms that enhance operational workflows and support business growth.”
Qualia Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Transforming Businesses with Smart Web Design and AI Solutions, Qualia Solutions is the first comprehensive AI solutions agency in Cyprus. Established in 2022 in Nicosia, the agency integrates artificial intelligence with contemporary web design to enable businesses to advance more intelligently and
Highlights
$1,000+
Min Project Size
2-9
Employees
Services Provided+6 Services
6% AI Agent & Multi-Agent System Development
5% AI Strategy & Roadmap Consulting
4% LLM Integration & Prompt Engineering
6% Machine Learning Model Development
AI Summary
“Qualia Solutions is a Cyprus-based AI agency specializing in custom AI tools, intelligent automation, and adaptive web design that enhance customer engagement and operational efficiency globally.”
Glyco IT
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Glyco IT is a strategic technology partner based in Berlin, Germany, focused on bridging the divide between traditional business processes and the future of artificial intelligence. We excel at revolutionizing business operations through the implementation of intelligent automation, scalable cloud i
Highlights
10-49
Employees
Berlin, Berlin, De
Services Provided+3 Services
23% Custom Web Application Development
10% Mobile App Development (iOS & Android)
13% Workflow Automation (Zapier / Make / n8n)
12% CRM Consulting and SI
AI Summary
“Glyco IT, based in Berlin, delivers AI-driven automation, scalable cloud infrastructure, and digital platforms to optimize business operations, enhance IT systems, and drive measurable growth.”
Oomalabs
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
OomaLabs is a technology solutions company aimed at supporting early-stage startups that have limited budgets compared to other services. Our goal is to help them grow more intelligently. We specialize in creating personalized websites, mobile and web applications, and automation systems designed to
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+6 Services
27% Mobile App Development (iOS & Android)
7% E-Commerce Development
5% UX Research & Usability Testing
5% Wireframing & Prototyping
AI Summary
“OomaLabs delivers tailored technology solutions including websites, apps, and automation systems to support early-stage startups and small businesses in enhancing efficiency and growth.”
Plative
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Plative is a consulting firm that focuses on AI, Data, CRM, CPQ, and ERP for various industries and private equity-backed businesses. Our international team excels in cross-cloud implementations that demand extensive knowledge in both front and back office operations, along with data and integration
Highlights
$10,000+
Min Project Size
$150+/hr
Avg Hourly Rate
50-249
Employees
New York, New York, Us
Services Provided+5 Services
5% AI Agent & Multi-Agent System Development
5% Custom AI Chatbot Development
15% CRM Consulting and SI
15% ERP Consulting and SI
AI Summary
“Plative is a consulting firm specializing in AI, CRM, ERP, and cloud solutions, delivering tailored cross-platform implementations on Salesforce and Oracle NetSuite for diverse industries.”
ImmersiveData.AI
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Data and AI-based solutions prioritize governance, safety, and fairness from the outset, rather than treating them as secondary considerations. At ImmersiveData.AI, we incorporate trust, transparency, and control into every layer of our intelligence framework.
Highlights
10-49
Employees
Services Provided+2 Services
13% AI Strategy & Roadmap Consulting
7% Custom AI Chatbot Development
5% AI Agent & Multi-Agent System Development
15% Machine Learning Model Development
AI Summary
“ImmersiveData.AI develops data and AI solutions emphasizing governance, safety, fairness, and integrates trust, transparency, and control across its intelligence framework.”
Skytech Clouds
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
SkyTech Clouds Consultancy is a dedicated IT services and product company boasting over 15 years of experience in providing innovative, scalable, and affordable solutions utilizing Microsoft technologies. Located in Mumbai, with a significant presence in the UK, Ireland, and Europe, we collaborate w
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+1 Services
33% Custom Web Application Development
33% DevOps Engineering
14% LLM Integration & Prompt Engineering
12% AI Strategy & Roadmap Consulting
AI Summary
“SkyTech Clouds Consultancy leverages 15+ years of experience to deliver scalable Microsoft-based IT solutions, driving digital transformation across diverse industries with innovation and agile collaboration.”

...

...

...

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

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.