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

Fluxit
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Expertos en la implementación de agentes de inteligencia artificial, automatización de procesos y desarrollo web de gran impacto, dirigidos a empresas que desean expandirse.
Highlights
Llinars del Valles, Catalonia, Es
Services Provided+4 Services
25% AI Agent & Multi-Agent System Development
15% Machine Learning Model Development
15% BI & Big Data Consulting & SI
15% Generative AI
AI Summary
“Fluxit excels in AI & Automation, offering expert services in AI Agent development, generative AI, and BI & Big Data consulting. Their strong focus on AI strategy and multi-agent systems positions them as a leader in innovative automation solutions.”
Channel Mobile
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Channel Mobile is a reliable provider of WhatsApp and mobile communication solutions, assisting brands in establishing connections with customers through secure, dependable, and scalable technology. We focus on enterprise-level messaging systems, including the WhatsApp Business API, SMS gateways, US
Highlights
$10,000+
Min Project Size
10-49
Employees
Cape Town, Western Cape, Za
Services Provided+1 Services
23% AI Agent & Multi-Agent System Development
10% Other IT Consulting and SI
20% Custom Web Application Development
14% Mobile App Development (iOS & Android)
AI Summary
“Channel Mobile delivers secure, scalable mobile communication solutions, specializing in WhatsApp Business API and messaging services to enhance customer engagement globally across diverse industries.”
AR Data Intelligence Solutions Inc.
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
AR Data Intelligence Solutions Inc. is a delivery company enhanced by AI, with strong expertise in three key areas: AI, Blockchain, and Decentralized Technology. We design and implement production systems, including AI agents, RAG pipelines, smart contracts, voice AI, decentralized storage, and data
Highlights
$25,000+
Min Project Size
$150+/hr
Avg Hourly Rate
10-49
Employees
Markham, Ontario, Ca
Services Provided+1 Services
20% Custom Web Application Development
14% Backend Development
23% AI Agent & Multi-Agent System Development
10% Machine Learning Model Development
AI Summary
“AR Data Intelligence Solutions Inc. specializes in AI-driven delivery systems, integrating blockchain and decentralized technologies to provide enterprise-grade solutions across Canada and the US with over 20 years of expertise.”
MEXT TEAM
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We are an outsourcing company specializing in software engineering, assisting businesses in creating scalable and high-quality digital solutions. Serving everyone from startups to large enterprises, we offer comprehensive development services that emphasize reliability, agility, and cost-effectivene
Highlights
$25,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Wilmington, Delaware, Us
Services Provided+1 Services
20% Mobile App Development (iOS & Android)
23% Custom Web Application Development
7% E-Commerce Development
25% AI Agent & Multi-Agent System Development
AI Summary
“MEXT TEAM is a software engineering outsourcing firm delivering scalable, high-quality digital solutions with reliability and cost-efficiency to startups and large enterprises alike.”
Coffee Converters
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We are a dedicated team committed to preparing your site at an affordable price, and we believe you'll truly appreciate our work. We encourage you to choose us! :)
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided
35% Custom Web Application Development
15% API Development & Integration
25% AI Agent & Multi-Agent System Development
25% Generative AI
AI Summary
“Coffee Converters delivers affordable site preparation services with a dedicated team focused on quality and client satisfaction across diverse project needs.”
The Insight Systems Group
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
AI and data projects shouldn't be hindered by hidden execution challenges. I simplify areas such as Data Engineering, AI/ML systems, Cloud Architecture, DevOps, and modern AI delivery to help organizations implement reliable systems and achieve measurable results. If this aligns with your needs, let
Highlights
$25,000+
Min Project Size
Sheridan, Wyoming, Us
Services Provided+2 Services
20% AI Strategy & Roadmap Consulting
10% Generative AI
25% AI Agent & Multi-Agent System Development
10% BI & Big Data Consulting & SI
AI Summary
“The Insight Systems Group offers expert AI, data engineering, cloud architecture, and DevOps consultancy, streamlining systems and processes to deliver measurable, reliable business outcomes.”
Iaf Labs
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Iaf Labs is an AI automation agency dedicated to assisting small and mid-sized businesses in saving time, cutting costs, and enhancing customer experiences. We focus on creating practical automation solutions specifically for service-oriented sectors like healthcare, law, real estate, restaurants, a
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided
20% AI Agent & Multi-Agent System Development
55% Custom AI Chatbot Development
25% AI Strategy & Roadmap Consulting
AI Summary
“Iaf Labs provides AI-driven automation solutions for small to mid-sized businesses across service sectors, enhancing efficiency, customer engagement, and operational workflows through tailored AI technologies.”
Unicode Software
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
UniCode Software makes AI and IoT accessible by linking models to your data and devices, streamlining decision-making and reducing manual tasks. We help take products from concept to scale—conducting Discovery, aligning KPIs, designing the architecture, and ensuring performance and reliability from
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
2-9
Employees
Services Provided+3 Services
20% Custom Web Application Development
10% Mobile App Development (iOS & Android)
13% API Development & Integration
8% ERP & CRM Development
AI Summary
“Unicode Software enables AI and IoT integration through comprehensive development—from concept to scale—offering AI models, IoT solutions, web/mobile apps, and continuous support with quality and performance focus.”
Experience Innovation Consulting
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Experience Innovation reshapes organizations by incorporating strategic AI and established operational excellence frameworks. We collaborate with forward-thinking experience-driven companies and social profit organizations to enhance sustainable growth through smart automation and systematic process
Highlights
$10,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Calgary, Alberta, Ca
Services Provided+2 Services
20% AI Strategy & Roadmap Consulting
13% Custom AI Chatbot Development
17% AI Agent & Multi-Agent System Development
25% Change Management Consulting
AI Summary
“Experience Innovation Consulting drives sustainable growth by integrating AI, operational excellence, and neuroscience-based change management across industries like luxury retail and hospitality for measurable efficiency and customer satisfaction improvements.”
Sentinel Technologies Ltd
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Sentinel Technologies Ltd is a UK-based software development company that utilizes AI to provide innovative solutions for workforce management, safety, and automation across sectors such as security, healthcare, logistics, and public services. Our premier platform, MiSentinel, features advanced sche
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+1 Services
38% Custom Web Application Development
12% Mobile App Development (iOS & Android)
25% AI Agent & Multi-Agent System Development
5% IT Staff Augmentation
AI Summary
“Sentinel Technologies Ltd is a UK-based AI-driven software company delivering workforce management, safety, automation, and compliance solutions across security, healthcare, logistics, and public sectors.”

...

...

...

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.