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.

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4,596 Companies

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

Gugu brand
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At Gugubrand, we offer websites and AI tools tailored for small businesses. Drawing on over 15 years of experience, we leverage the latest in artificial intelligence to create professional bilingual websites that deliver tangible results. Located in Brea, California, our digital agency serves client
Highlights
$1,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Services Provided+2 Services
33% AI Agent & Multi-Agent System Development
20% Web App UI Design
8% UX Research & Usability Testing
5% Interaction Design
AI Summary
“Gugubrand delivers custom AI-powered bilingual websites and digital solutions tailored for small businesses, leveraging 15+ years of experience to enhance brand reputation and optimize online presence across the U.S.”
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AIstrategix Consulting
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Unbiased AI guidance in a market saturated with vendor chatter. AIstrategix assists technology and business executives in navigating the AI buzz, identifying the appropriate tools for their specific applications, and developing a governance framework that ensures AI initiatives are successfully impl
Highlights
$50-99/hr
Avg Hourly Rate
2-9
Employees
London, England, Gb
Services Provided
30% AI Agent & Multi-Agent System Development
30% Generative AI
20% AI Strategy & Roadmap Consulting
20% Machine Learning Model Development
AI Summary
“AIstrategix provides impartial AI consulting, guiding executives to select suitable technologies and establish governance frameworks, ensuring effective AI deployment beyond pilot phases.”
Voyant Health
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Voyant Health offers technology-driven marketing solutions for revenue cycle management (RCM) firms, utilizing proprietary AI agents along with market strategy and tech solutions. Established by former executives who successfully developed and scaled a national medical billing company (with private
Highlights
$10,000+
Min Project Size
10-49
Employees
Services Provided+2 Services
9% Content Marketing Strategy
17% Search Engine Optimization (SEO)
8% Digital Strategy
33% AI Agent & Multi-Agent System Development
AI Summary
“Voyant Health integrates AI-driven automation, advanced analytics, and strategic marketing to enhance revenue cycle management operations, improve financial performance, and drive growth for healthcare providers and RCM firms.”
Ticomix
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At Ticomix, we assist driven companies in creating advanced, intelligent software that effectively accomplishes tasks. Whether you're implementing AI, updating outdated systems, or developing custom software from the ground up, we support you from the initial idea to final implementation with transp
Highlights
$25,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Loves Park, Illinois, Us
Services Provided+1 Services
20% Custom Web Application Development
13% Legacy System Modernization
27% AI Agent & Multi-Agent System Development
7% AI Strategy & Roadmap Consulting
AI Summary
“Ticomix specializes in developing advanced software solutions including AI integration, legacy system migrations, and custom applications, delivering scalable, transparent projects with over 25 years of expertise.”
Magic by EPYC
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Magic by EPYC offers design-focused MVPs and AI development solutions. Create quickly using no-code tools, enhance with tailored AI, and go live within weeks.
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided
30% AI Agent & Multi-Agent System Development
15% AI Strategy & Roadmap Consulting
35% Generative AI
20% Robotic Process Automation (RPA)
AI Summary
“Magic by EPYC delivers design-centric MVP creation and AI development using no-code tools, enabling rapid, customized solutions that launch within weeks for diverse business needs.”
Inteli-IT
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At Inteli-IT, we go beyond coding – we cultivate business growth. As your software development partner, we're committed to assisting startups, SMEs, and large enterprises in turning their concepts into scalable and high-performance digital products. OUR MISSION: To provide "Intelligent IT" solutio
Highlights
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided
33% AI Agent & Multi-Agent System Development
10% Content Moderation Services
24% Data Annotation Services
33% Custom Web Application Development
AI Summary
“Inteli-IT delivers intelligent, customized software and app development, IT outsourcing, and digital transformation services, focusing on business growth, ROI, agile communication, and on-time delivery.”
Microwe Technologies
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We are Leading the Charge in Software Development. As a pioneering tech startup in Information Technology, we are Microwe—a vibrant group of enthusiastic young professionals dedicated to transforming the technological landscape. Proud to be leaders in our region, we serve as catalysts for change, in
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided
24% Mobile App Development (iOS & Android)
10% E-Commerce Development
33% AI Agent & Multi-Agent System Development
33% Product UX Strategy
AI Summary
“Microwe Technologies is a leading software development startup delivering innovative, high-quality solutions with agility, fostering global impact through local expertise and client collaboration.”
Toot AI
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At Toot, we help your business thrive in the digital space. Need a polished website? We’ve got you covered. Looking for effective SEO and Google Ads that yield results? We can deliver. Want AI agents and assistants to handle tasks for you? Consider it done. If it’s technology that boosts your busine
Highlights
$1,000+
Min Project Size
2-9
Employees
Services Provided
33% AI Agent & Multi-Agent System Development
24% Search Engine Optimization (SEO)
10% Other Digital Marketing
33% Custom Web Application Development
AI Summary
“Toot AI empowers businesses by delivering polished websites, effective SEO and Google Ads, and AI-driven agents, providing comprehensive technology solutions to enhance digital success.”
Graphora
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Graphora offers specialized consulting services in generative AI and graph database technologies. We assist businesses in adopting intelligent data solutions that revolutionize their ability to process, connect, and derive insights from complex information. **Services & Expertise:** Our team, led
Highlights
$10,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Singapore, Singapore, Sg
Services Provided
25% AI Agent & Multi-Agent System Development
30% AI Strategy & Roadmap Consulting
45% Generative AI
AI Summary
“Graphora specializes in generative AI and graph database consulting, enabling enterprises across industries to enhance data processing, insights, and efficiency with scalable, integrated intelligent solutions.”
AgentimiseAI
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AgentimiseAI, located in Hampshire, is an AI services partner dedicated to helping founder-led small and medium enterprises (SMEs) grow confidently. We collaborate with determined businesses facing pressure to integrate AI but lacking the necessary in-house expertise, clarity, or time to implement i
Highlights
2-9
Employees
Services Provided
30% AI Agent & Multi-Agent System Development
30% AI Strategy & Roadmap Consulting
30% Other IT Consulting and SI
10% Machine Learning Model Development
AI Summary
“AgentimiseAI partners with founder-led SMEs to deliver AI training, custom intelligent agents, and strategic technical advisory, empowering clients to enhance productivity, innovation, and performance effectively.”

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Top AI Agent & Multi-Agent System Development Companies

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

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Latest insights & expert perspectives

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