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

Nexor Labs
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Nexor Labs, a software development studio located in London, is dedicated to facilitating digital transformation for forward-thinking organizations. Our skilled team develops customized software solutions designed to create new possibilities, enhance operational efficiency, and achieve tangible resu
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided
50% Custom Web Application Development
30% AI Agent & Multi-Agent System Development
20% Machine Learning Model Development
AI Summary
“Nexor Labs is a London-based software development studio delivering innovative, scalable custom software solutions globally, enhancing operational efficiency and realizing clients' digital transformation goals.”
Botafy
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Botafy is a tech platform that creates tailored bots, smart agents, and applications powered by artificial intelligence.
Highlights
< $25/hr
Avg Hourly Rate
10-49
Employees
Houston, Texas, Us
Services Provided
30% AI Agent & Multi-Agent System Development
20% Custom AI Chatbot Development
50% Custom Web Application Development
AI Summary
“Botafy is a technology platform specializing in developing customized AI-powered bots, intelligent agents, and applications that enhance automation and business efficiency.”
Black Lily
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Black Lily is an AI automation consultancy based in Midland, TX, focused on assisting oilfield service companies and industrial suppliers in the Permian Basin that have moved beyond spreadsheets, whiteboards, and manual workflows. We begin with a complimentary discovery audit to assess the actual op
Highlights
$10,000+
Min Project Size
2-9
Employees
Services Provided
20% AI Strategy & Roadmap Consulting
30% AI Agent & Multi-Agent System Development
50% Operational Process Consulting
AI Summary
“Black Lily is a Midland-based AI automation consultancy specializing in bespoke workflow solutions for Permian Basin oilfield and industrial companies, offering hands-on development and continuous support.”
Busyraise Digital Agency
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BusyRaise is a comprehensive digital transformation agency dedicated to helping businesses succeed in the competitive online landscape. We create websites optimized for conversions, develop scalable digital solutions, execute data-driven marketing strategies, and streamline business processes using
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+3 Services
15% Custom Web Application Development
8% Mobile App Development (iOS & Android)
10% E-Commerce Development
10% Pay Per Click
AI Summary
“BusyRaise is a digital transformation agency delivering websites, scalable solutions, AI-driven marketing, and business process optimizations to drive innovation and measurable growth across industries.”
Analytiics
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Analytics enables businesses to leverage technology effectively. We provide web development, tailored software solutions, data science, analytics, and AI services (such as AI agents) aimed at streamlining operations, facilitating data-informed decision-making, and establishing a competitive edge.
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+1 Services
33% AI Agent & Multi-Agent System Development
14% Custom Web Application Development
12% Backend Development
8% Frontend Development
AI Summary
“Analytiics specializes in web development, custom software, data science, and AI services, helping businesses streamline operations, enhance decision-making, and maintain competitive advantage.”
Arczen
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Arczen aims to simplify the complexity of managing various vendors for digital requirements. With Arczen Create, we design, develop, and automate business solutions. Through Arczen Store, we provide the necessary software tools. One brand, one partnership, complete digital infrastructure.
Highlights
< $25/hr
Avg Hourly Rate
2-9
Employees
Services Provided+1 Services
33% AI Agent & Multi-Agent System Development
33% Graphic Design
14% Search Engine Optimization (SEO)
10% Social Media Marketing
AI Summary
“Arczen streamlines digital vendor management by offering comprehensive business solutions and software tools under one partnership, delivering an integrated digital infrastructure for varied organizational needs.”
Codestam Technologies
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AI agents, automation tools, customer relationship management systems, content management systems, information management systems, tailored software, website development, backend development, application development, search engine optimization, and personalized solutions.
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+1 Services
33% AI Agent & Multi-Agent System Development
14% Custom Web Application Development
10% Mobile App Development (iOS & Android)
10% Backend Development
AI Summary
“Codestam Technologies specializes in AI agents, automation, CRM, content and information management systems, custom software, web and app development, SEO, and tailored technology solutions.”
Ironworks AI
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Ironworks AI assists small and medium-sized businesses in simplifying their processes, replacing inefficient software, and effectively utilizing AI in critical areas—operations, data management, and profitability.
Highlights
$5,000+
Min Project Size
$150+/hr
Avg Hourly Rate
2-9
Employees
Services Provided
40% AI Strategy & Roadmap Consulting
30% Custom AI Chatbot Development
30% AI Agent & Multi-Agent System Development
AI Summary
“Ironworks AI empowers small and medium businesses by streamlining processes, enhancing data management, and integrating AI to improve operations and profitability effectively.”
Prestiggio
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Web and Mobile App Development for Startups and Businesses We assist startups and companies in creating, developing, and expanding robust digital solutions. Our areas of expertise include: - **Custom Software Development**: We create tailored solutions, from logistics platforms for major airlines
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+3 Services
14% Custom Web Application Development
12% Mobile App Development (iOS & Android)
5% API Development & Integration
2% E-Commerce Development
AI Summary
“Prestiggio delivers custom web and mobile app development, specializing in software solutions, fintech, blockchain, and platform optimization using diverse modern technologies for startups and businesses.”
Cubewx
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CubeWX is an Australian tech firm that specializes in cloud engineering, artificial intelligence, and data analytics, assisting organizations in modernizing their digital landscapes and achieving tangible business results. The company is dedicated to creating and implementing scalable cloud-native s
Highlights
$1,000+
Min Project Size
$150+/hr
Avg Hourly Rate
2-9
Employees
Winthrop, Western Australia, Au
Services Provided+1 Services
20% AI Strategy & Roadmap Consulting
20% Custom AI Chatbot Development
20% Machine Learning Model Development
30% AI Agent & Multi-Agent System Development
AI Summary
“CubeWX, an Australian tech firm, delivers scalable cloud-native solutions, AI-powered automation, and advanced analytics to drive digital transformation, operational efficiency, and innovation for businesses.”

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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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