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

MAAR Grupa
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We collaborate in product, design, and development to build software and digital systems that are effective, scalable, and durable. Our approach is customized, straightforward, and delivered responsibly while adhering to industry standards. We prioritize clear communication, reliable execution, and
Highlights
$25-49/hr
Avg Hourly Rate
2-9
Employees
Riga, Lv
Services Provided+3 Services
10% API Development & Integration
17% Custom Web Application Development
7% Mobile App Development (iOS & Android)
23% Machine Learning Model Development
AI Summary
“MAAR Grupa specializes in tailored software and digital system development, emphasizing effective, scalable, and reliable solutions through clear communication and adherence to industry standards.”
Resolve Central
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At Resolve Central, we focus on providing expert IT solutions that enable businesses to succeed in the modern digital environment. As your dependable technology partner, we offer a wide array of services, including IT consulting, infrastructure support, cybersecurity, cloud solutions, and managed se
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Services Provided+2 Services
13% AI Agent & Multi-Agent System Development
20% AI Strategy & Roadmap Consulting
18% Cybersecurity Assessments & Hardening
15% Managed IT Services
AI Summary
“Resolve Central provides tailored IT consulting, infrastructure support, cybersecurity, cloud, and managed services, empowering businesses with scalable, secure technology solutions and dedicated client support.”
Booscala OÜ
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Booscala is an Amazon Beauty In-House Agency that assists beauty and skincare brands in entering the US, EU, and UK markets without the need for distributors or intermediaries. We develop systems that integrate Amazon, TikTok, and Shopify seamlessly. Amazon establishes trust and generates recurring
Highlights
$25,000+
Min Project Size
10-49
Employees
Services Provided+1 Services
35% Ecommerce Marketing
15% Other Digital Marketing
5% AI Agent & Multi-Agent System Development
10% AI Strategy & Roadmap Consulting
AI Summary
“Booscala OÜ is an Amazon Beauty In-House Agency specializing in integrated e-commerce solutions for beauty brands, enabling rapid market entry and growth across the US, EU, and UK.”
Forage AI
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Forage AI is a company that utilizes artificial intelligence to provide data extraction and automation services, specializing in comprehensive web scraping and tailored web data extraction solutions for businesses. We focus on the collection, crawling, extraction, parsing, structuring, and delivery
Highlights
$5,000+
Min Project Size
50-249
Employees
Services Provided+2 Services
10% AI Agent & Multi-Agent System Development
15% BI & Big Data Consulting & SI
10% Custom AI Chatbot Development
10% AI Strategy & Roadmap Consulting
AI Summary
“Forage AI leverages artificial intelligence to deliver comprehensive web data extraction and automation services, efficiently transforming complex, unstructured data into actionable business insights.”
Legacy Realm Digital Consulting
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We are a unified group of specialists in marketing, artificial intelligence, automation, and web design. Our aim is to assist businesses in their growth by developing contemporary websites, designing impactful marketing strategies, streamlining daily operations, utilizing AI, and creating systems th
Highlights
$1,000+
Min Project Size
2-9
Employees
Services Provided+1 Services
20% Custom AI Chatbot Development
18% AI Strategy & Roadmap Consulting
12% AI Agent & Multi-Agent System Development
22% Product UX Strategy
AI Summary
“Legacy Realm Digital Consulting integrates expertise in marketing, AI, automation, and web design to develop modern websites and strategies that enhance business efficiency, growth, and customer engagement.”
Ajar Artificial Intelligence
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We equip our machines with skill to help you stay agile.
Highlights
$150+/hr
Avg Hourly Rate
2-9
Employees
Services Provided+10 Services
15% AI Agent & Multi-Agent System Development
10% AI Strategy & Roadmap Consulting
10% Machine Learning Model Development
10% Compliance Consulting Services
AI Summary
“Ajar Artificial Intelligence excels in AI strategy, custom AI chatbot development, content moderation, and data annotation, offering advanced AI and automation solutions aligned with industry needs and emerging technologies.”
Voir Labs
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We investigate, create, and implement web3 protocols, smart products, and growth tools that enhance the security, scalability, and overall utility of Web3 for millions of users.
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+3 Services
8% AI Agent & Multi-Agent System Development
5% AI Strategy & Roadmap Consulting
5% Generative AI
8% Machine Learning Model Development
AI Summary
“Voir Labs develops and implements Web3 protocols, innovative products, and growth tools that improve security, scalability, and usability, enhancing the Web3 experience for millions worldwide.”
TechQuarter LLC
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❇️ Tech Consulting & Strategic Development Since 2014, we have prioritized quick value delivery, providing intricate software and technical consultancy that minimizes overhead, enhances operations, and fosters a genuine competitive edge. Access to Senior Engineering Talent Seamless Integration: Prof
Highlights
$100,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Cheyenne, Wyoming, Us
Services Provided+3 Services
35% Custom Web Application Development
15% Mobile App Development (iOS & Android)
18% AI Strategy & Roadmap Consulting
13% IT Staff Augmentation
AI Summary
“TechQuarter LLC delivers expert custom software, AI solutions, and strategic consulting, enabling businesses to achieve digital transformation, operational efficiency, and scalable innovation since 2014.”
TeamStation AI
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TeamStation AI is a Distributed Engineering Operating System designed for CTOs and CIOs who prioritize execution over mere staffing efforts. It is not a marketplace, a body shop, or a recruiter with enhanced branding; rather, it serves as essential infrastructure. This is the operational framework f
Highlights
$50,000+
Min Project Size
< $25/hr
Avg Hourly Rate
50-249
Employees
Boston, Massachusetts, Us
Services Provided+7 Services
30% Other IT Consulting and SI
15% Managed IT Services
10% Software Development Services
10% Cybersecurity Services
AI Summary
“TeamStation AI excels in AI & Automation by delivering AI Strategy Consulting, Generative AI, AI Agent development, and LLM Integration, showcasing strong capabilities in advanced AI technologies and operational automation.”
A3 Tech Ideas
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At A3 Tech Ideas, we view technology as not just a form of innovation but as a crucial avenue for advancement. Our goal is to equip businesses with smart, scalable, and forward-thinking solutions that deliver tangible results. Driven by values of integrity, creativity, and a pursuit of excellence, w
Highlights
$10,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
10-49
Employees
Services Provided+1 Services
20% Machine Learning Model Development
10% Custom AI Chatbot Development
15% Generative AI
5% AI Agent & Multi-Agent System Development
AI Summary
“A3 Tech Ideas delivers innovative, scalable technology solutions that empower businesses to overcome challenges, fostering growth and building an interconnected, intelligent future with integrity and creativity.”

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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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