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

Melbourne AI Agents
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Melbourne AI Agents is a top-tier agency specializing in AI integration, assisting small and medium enterprises in Melbourne to effectively utilize artificial intelligence without feeling overwhelmed by technology. We collaborate with busy professionals such as plumbers, clinic managers, lawyers, mi
Highlights
$1,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Werribee, Victoria, Au
Services Provided
50% AI Agent & Multi-Agent System Development
35% AI Strategy & Roadmap Consulting
15% Generative AI
AI Summary
“Melbourne AI Agents assists Melbourne's SMEs across industries in integrating AI solutions to enhance efficiency, reduce errors, and boost revenue through tailored, outcome-driven services.”
Empower Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Empower Solutions assists businesses in minimizing manual tasks, decreasing mistakes, and accelerating their operations by implementing AI agents, speech technologies, and customized LLM infrastructure that integrates with existing processes. Their team specializes in Speech-to-Text, AI agents, fine
Highlights
$25,000+
Min Project Size
2-9
Employees
Sofia, Sofia, Bg
Services Provided
50% AI Agent & Multi-Agent System Development
15% AI Strategy & Roadmap Consulting
35% AI Model Fine-Tuning & Training
AI Summary
“Empower Solutions enhances business efficiency by integrating AI agents, speech technologies, and tailored LLM infrastructure, streamlining workflows and reducing errors through expert software solutions.”
Clydara
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Established in 2024, Clydara was created with the goal of connecting advanced AI technologies with real-world business needs. Our founders, who have expertise in software engineering and data science, recognized the opportunity for AI to revolutionize various industries. Initially a small group of e
Highlights
$1,000+
Min Project Size
$150+/hr
Avg Hourly Rate
2-9
Employees
Services Provided
20% API Development & Integration
30% Mobile App Development (iOS & Android)
50% AI Agent & Multi-Agent System Development
AI Summary
“Founded in 2024, Clydara delivers advanced AI-driven software solutions and specialized staffing services, supporting over 100 global companies to boost efficiency, growth, and innovation.”
Merehead
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Are you looking to create a cryptocurrency project? With over 10 years of experience in the blockchain industry, we have a team of top experts dedicated to developing web platforms and mobile applications, both from the ground up and using existing solutions. We excel in areas such as CEX, DEX, P2P,
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Services Provided
30% Mobile App Development (iOS & Android)
20% Blockchain & Web3 Development
50% AI Agent & Multi-Agent System Development
AI Summary
“Merehead specializes in blockchain development with over 10 years' experience, offering expert services in cryptocurrency projects, web platforms, and mobile applications including CEX, DEX, P2P, and DeFi solutions.”
SyncApp Technologies
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
SyncApp Technologies – Digital Solutions for the Future SyncApp Technologies provides state-of-the-art solutions in AI development, mobile app engineering, and custom software development. We assist businesses in leveraging AI for enhanced automation, creating user-friendly mobile experiences with
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided
33% Mobile App Development (iOS & Android)
17% Custom Web Application Development
50% AI Agent & Multi-Agent System Development
AI Summary
“SyncApp Technologies delivers innovative AI, mobile app, and custom software solutions, combining advanced technology with reliable service to drive business growth and long-term value.”
Alliance Software Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
At AllianceSoft, our certified software engineers provide top-notch custom software, web and mobile applications, SaaS platforms, and AI solutions such as chatbots. We handle every aspect of the project internally, from validating ideas and designing UI/UX to backend architecture and deployment, all
Highlights
$25,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Sialkot, Pk
Services Provided
25% Custom Web Application Development
20% Mobile App Development (iOS & Android)
5% E-Commerce Development
50% AI Agent & Multi-Agent System Development
AI Summary
“Alliance Software Solutions delivers expert custom software, web, mobile, SaaS, and AI applications, managing full project development from concept to deployment with a focus on quality and performance.”
Myna Marketing
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Hawaii’s Leading AI Automation and Digital Marketing Agency is dedicated to significantly boosting customer acquisition, sales, and leads. Myna Marketing provides AI-driven marketing and automation solutions that amplify your brand's voice. We create and implement digital marketing systems, automati
Highlights
2-9
Employees
Honolulu, Hawaii, Us
Services Provided
20% Search Engine Optimization (SEO)
25% Pay Per Click
5% Other Digital Marketing
50% AI Agent & Multi-Agent System Development
AI Summary
“Myna Marketing is a Hawaii-based AI-driven digital marketing agency specializing in automation and conversion systems that boost customer acquisition, revenue, and operational efficiency for scalable business growth.”
Ancoox LTD
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Your website should exude vibrancy. At AncooX, our Next-Gen AI Web Design merges creativity, technology, and advanced systems to create fully custom digital experiences. Every aspect—from motion and layout to user interaction—is tailored specifically for you and enhanced with robust AI features. Loc
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided
22% E-Commerce Development
28% Mobile App Development (iOS & Android)
50% AI Agent & Multi-Agent System Development
AI Summary
“AncooX LTD. in Cork, Ireland specializes in AI-powered custom web design, offering tailored, vibrant digital experiences with advanced animations and ongoing support, starting at €499.”
DivitGrow Infotech
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
DivitGrow InfoTech is a tech solutions firm that focuses on AI automation, AI agent creation, web development, and mobile app development. We support startups and expanding companies in optimizing operations, enhancing efficiency, and scaling through smart digital solutions. Our team creates persona
Highlights
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided
28% Mobile App Development (iOS & Android)
22% Custom Web Application Development
50% AI Agent & Multi-Agent System Development
AI Summary
“DivitGrow InfoTech delivers tailored AI automation, web, and mobile solutions to startups and growing businesses, focusing on efficiency, scalability, security, and fostering business growth.”
Triosoft
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Triosoft is a top software development agency that specializes in IoT, mobile, web, and cloud solutions across various sectors such as Agritech, Industrial, MedTech, and Smart Home, all of which require comprehensive smart connectivity. We assist startups, small and medium-sized businesses, and larg
Highlights
$25,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided
22% Custom Web Application Development
28% Mobile App Development (iOS & Android)
50% AI Agent & Multi-Agent System Development
AI Summary
“Triosoft is a software development agency delivering IoT, mobile, web, and cloud solutions across sectors like Agritech and MedTech, specializing in scalable, secure, and compliant software products.”

...

...

...

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.