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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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

Agnite Studio
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Agnite Studio is a digital agency focused on transforming ideas into websites, SaaS solutions, and e-commerce experiences that inspire innovation, promote growth, and make a significant impact. We integrate creativity, strategy, and performance throughout our entire process.
Highlights
$25-49/hr
Avg Hourly Rate
2-9
Employees
Leskovac, Rs
Services Provided+1 Services
17% Custom Web Application Development
7% Mobile App Development (iOS & Android)
10% E-Commerce Development
33% AI Agent & Multi-Agent System Development
AI Summary
“Agnite Studio is a digital agency specializing in custom software, AI-driven automation, web and mobile applications, and creative UI/UX design to deliver innovative, growth-focused solutions.”
DriveIT Digital
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Utilizing a combination of expertise and effective tools, we assist Singaporean businesses in enhancing their rankings and organically expanding their search visibility.
Highlights
10-49
Employees
Services Provided+1 Services
33% AI Agent & Multi-Agent System Development
30% Search Engine Optimization (SEO)
2% Social Media Marketing
2% Pay Per Click
AI Summary
“DriveIT Digital leverages expert strategies and tools to help Singaporean businesses improve search rankings and organically grow their online visibility, enhancing digital presence effectively.”
THE BOT BOYZ
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BotBoys OS assists ambitious companies in transforming chaotic tools, manual tasks, and disjointed data into a streamlined, AI-driven operating system focused on growth. We develop intelligent automation systems that take care of tasks teams shouldn’t have to manage themselves, like lead capture, fo
Highlights
2-9
Employees
Services Provided
35% AI Strategy & Roadmap Consulting
30% Generative AI
35% AI Agent & Multi-Agent System Development
AI Summary
“THE BOT BOYZ develops AI-driven automation systems that streamline marketing, sales, and operations by integrating workflows, CRM, and AI to enhance efficiency, control, and business growth.”
Broca AI
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Broca AI is a dedicated artificial intelligence firm that develops personalized AI agents and sophisticated workflow automations. We collaborate with innovative companies to eliminate repetitive tasks, enhance operations, and smoothly incorporate cutting-edge AI into their current systems. Whether y
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
Rochester Hills, Michigan, Us
Services Provided+1 Services
35% AI Agent & Multi-Agent System Development
10% AI Strategy & Roadmap Consulting
10% Generative AI
35% Custom AI Chatbot Development
AI Summary
“Broca AI develops personalized AI agents and workflow automations, partnering with companies to eliminate repetitive tasks, optimize operations, and integrate advanced AI solutions for scalable efficiency and revenue growth.”
Run Digital
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Run Digital is a digital marketing agency located in Utah, designed to provide the advantages of an in-house team without the additional costs. Our focus is on achieving measurable growth through strategies in SEO, paid advertising, social media, CRM, and conversion optimization, all customized to h
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Services Provided+10 Services
10% Search Engine Optimization (SEO)
7% Content Marketing Strategy
3% Email Marketing & Automation
5% Social Media Marketing
AI Summary
“Run Digital is a Utah-based digital marketing agency delivering tailored SEO, paid ads, social media, CRM, and conversion optimization to drive measurable business growth and brand authority.”
Supernovas AI LLM
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Supernovas AI is an all-in-one, team-oriented AI workspace that allows easy access to a variety of leading large language models (LLMs), including GPT-4.1/4.5 Turbo, Claude Haiku/Sonnet/Opus, Gemini 2.5 Pro/Pro, Azure OpenAI, AWS Bedrock, Mistral, Meta LLaMA, Deepseek, Qwen, and others, all via a si
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided
60% Generative AI
30% AI Agent & Multi-Agent System Development
10% AI Strategy & Roadmap Consulting
AI Summary
“Supernovas AI is a comprehensive AI workspace offering access to multiple top LLMs and tools through a single secure platform, enabling easy collaboration, data interaction, and rapid AI deployment.”
Foundrex
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Foundrex is a software development partner powered by AI, aimed at founders, business owners, and product teams who prioritize getting things right on the first attempt. We avoid extending timelines, inflating retainers, or assigning your project to less experienced developers. Our focus is on creat
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
New York, New York, Us
Services Provided+2 Services
35% Custom Web Application Development
15% Mobile App Development (iOS & Android)
25% AI Agent & Multi-Agent System Development
8% Generative AI
AI Summary
“Foundrex delivers AI-powered software development and consulting services, specializing in efficient, production-ready solutions across sectors like fintech and marketing, ensuring timely, expert project execution.”
bright branding AI
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We create AI-driven branding and automation solutions that transform companies into scalable engines for generating revenue and growth.
Highlights
2-9
Employees
Kota, Rajasthan, In
Services Provided
34% AI Agent & Multi-Agent System Development
33% Brand Identity Design
33% Email Marketing & Automation
AI Summary
“Bright Branding AI develops AI-driven branding and automation solutions to enhance scalability, driving revenue growth and transforming businesses into efficient growth engines.”
Elixir Creative
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Elixir Creative is a comprehensive digital marketing and creative agency committed to enhancing businesses’ online visibility. We specialize in branding, website design, content development, and digital marketing solutions, all delivered efficiently with an emphasis on high-quality outcomes. Our goa
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided
34% AI Agent & Multi-Agent System Development
33% E-Commerce Development
33% Product UX Strategy
AI Summary
“Elixir Creative is a digital agency specializing in branding, web design, content development, and digital marketing, delivering innovative, reliable, and cost-effective solutions to enhance client success.”
Web Catalys
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The Web Catalyst is a comprehensive digital solutions agency that provides an array of services aimed at helping businesses thrive online. Our skills encompass website design and development, 2D and 3D animation, as well as AI and automation technologies. We also focus on digital marketing tactics,
Highlights
$1,000+
Min Project Size
2-9
Employees
Services Provided
34% AI Agent & Multi-Agent System Development
33% E-Commerce Development
33% UX Research & Usability Testing
AI Summary
“Web Catalyst is a digital solutions agency specializing in website development, animation, AI automation, digital marketing, graphic design, and content writing to empower businesses online.”

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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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