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

TechupR
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Welcome to TechupR, where we turn business potential into success stories. As a top software development company with an excellent reputation, we provide customized enterprise IT solutions and services aimed at enhancing and growing your business. We focus on assisting enterprises, startups, and ind
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Ahmedabad, Gujarat, In
Services Provided+16 Services
4% Frontend Development
5% Backend Development
5% API Development & Integration
6% Custom Web Application Development
AI Summary
“TechupR is a reputable software development firm offering customized IT solutions to enterprises and startups, driving business growth through innovation, efficiency, and strategic partnerships.”
SynergyBoat Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
SynergyBoat assists startups and expanding teams in transforming intricate operations into scalable systems. We collaborate with founders and operators to create and deliver products that integrate AI agents, user-friendly design, machine learning automation, and robust engineering. We concentrate o
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+5 Services
10% Custom Web Application Development
4% Mobile App Development (iOS & Android)
11% Backend Development
9% AI Agent & Multi-Agent System Development
AI Summary
“SynergyBoat Solutions develops scalable, AI-driven systems combining automation, user-centric design, and data engineering to enhance operational efficiency across diverse industries from startups to established teams.”
Magpii Innovations
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We are an AI-centric engineering firm and a proud subsidiary of Appfabs Canada. Our mission is straightforward: to merge in-depth engineering expertise with cutting-edge AI, Machine Learning, Data Engineering, and IoT for transforming raw data and intricate systems into effective, impactful solution
Highlights
10-49
Employees
Dubai, Dubayy, Ae
Services Provided+2 Services
20% AI Strategy & Roadmap Consulting
25% Machine Learning Model Development
15% Workflow Automation (Zapier / Make / n8n)
10% Computer Vision Solutions
AI Summary
“Magpii Innovations, an AI-focused engineering subsidiary of Appfabs Canada, delivers tailored AI, IoT, and data-driven solutions across industries, enabling smart, efficient, and scalable digital transformations.”
Insights For Research Polling and Training
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Our Advantage: Cutting-Edge Field & Data Systems At Insights, you'll be part of one of the most sophisticated data collection and monitoring systems in the area: • 👥 Over 100 skilled field researchers operating throughout the West Bank and Gaza • 📍 GPS-enhanced data collection for precise location
Highlights
$10,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
50-249
Employees
Services Provided
50% Market Research & Competitive Intelligence
10% AI Agent & Multi-Agent System Development
20% AI Strategy & Roadmap Consulting
20% Generative AI
AI Summary
“Insights For Research Polling and Training is a leading MENA research firm delivering sophisticated data collection, market research, polling, AI-driven analytics, monitoring, and professional training across multiple sectors.”
Revenant AI
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Revenant AI is a specialized consulting firm focused on AI/ML, workflow automation, and modernizing enterprise systems. We assist organizations in converting advanced data science techniques into ready-to-use solutions that yield measurable results. Our team possesses extensive knowledge in areas su
Highlights
$10,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided
20% AI Strategy & Roadmap Consulting
20% Generative AI
10% AI Agent & Multi-Agent System Development
50% Custom Web Application Development
AI Summary
“Revenant AI specializes in AI/ML consulting, workflow automation, and enterprise modernization, delivering scalable, secure solutions across NLP, cloud, and software quality for measurable business impact.”
Empiric Infotech LLP
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Empiric Infotech LLP, established in 2020 in Surat, India, is a custom software development company that leverages AI technology. Our diverse team of over 75 engineers, designers, and AI experts has successfully completed more than 375 projects for over 200 clients across various sectors, including
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Surat, Gujarat, In
Services Provided+12 Services
4% Frontend Development
8% Mobile App Development (iOS & Android)
6% Custom Web Application Development
4% API Development & Integration
AI Summary
“Empiric Infotech LLP, founded in 2020 in India, offers tailored software development, AI-driven automation, UX/UI design, and branding services, supporting diverse global clients across sectors.”
Visada Productions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Visada Productions is a creative marketing agency that fuses cinematic artistry with advanced technology. Our expertise includes CGI, VFX, Webflow Development, Conversational AI, AI Automation, and Social Media Management, allowing us to create engaging digital experiences that help brands attract,
Highlights
2-9
Employees
Services Provided+1 Services
13% AI Agent & Multi-Agent System Development
12% Conversational AI & Voice Assistant Development
25% Social Media Marketing
25% 2D & 3D Animation
AI Summary
“Visada Productions is a creative marketing agency blending cinematic artistry and technology, specializing in CGI, VFX, AI-driven automation, and digital engagement to enhance brand influence.”
SkilaTech Inc
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
SkilaTech Inc. is a performance-oriented software development firm focused on creating tailored web, mobile, and AI-driven solutions that address genuine technical issues for businesses. We integrate comprehensive product development with efficient architecture, high-quality coding, and a client-foc
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+4 Services
20% Custom Web Application Development
15% Mobile App Development (iOS & Android)
10% API Development & Integration
5% E-Commerce Development
AI Summary
“SkilaTech Inc. specializes in bespoke software solutions encompassing web, mobile, AI, and cloud integrations, delivering scalable, high-quality applications that enhance business growth and operational efficiency.”
The Commonwealth Creative
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Our approach to creating digital experiences is strongly based on developing strong, informed partnerships with both our clients and their customers. We leverage the synergy of design and technology to build and elevate brands, create user experiences, and address modern challenges. Our blend of tec
Highlights
$5,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Fredericksburg, Virginia, Us
Services Provided+5 Services
17% Brand Identity Design
16% Custom Web Application Development
10% AI Strategy & Roadmap Consulting
7% AI Agent & Multi-Agent System Development
AI Summary
“The Commonwealth Creative develops innovative digital solutions by combining design and technology, fostering partnerships to elevate brands and enhance user experiences across diverse challenges.”
Robbyverse Labs
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Robbyverse Labs is a Melbourne-based consulting firm that focuses on AI-driven solutions for large corporations, small to medium-sized businesses, and micro enterprises. We assist businesses in Australia and New Zealand in implementing AI, automation, and quantum technologies to maintain their compe
Highlights
$5,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
50-249
Employees
Services Provided+5 Services
12% Custom AI Chatbot Development
3% Cloud Consulting & SI
14% AI Agent & Multi-Agent System Development
5% AI Strategy & Roadmap Consulting
AI Summary
“Robbyverse Labs, based in Melbourne, offers AI, automation, and quantum technology consulting to Australian and New Zealand businesses, supporting digital competitiveness across diverse enterprise 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

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.