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

Aurora Designs
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We assist businesses in becoming resilient and scaling effectively with AI-driven automation. As the need for more intelligent operations increases, we offer a well-defined, strategic direction. Our solutions facilitate growth, boost productivity, and reshape team dynamics by optimizing internal pro
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+5 Services
22% AI Strategy & Roadmap Consulting
12% AI Agent & Multi-Agent System Development
7% Web App UI Design
5% UX Audit & Heuristic Evaluation
AI Summary
“Aurora Designs empowers businesses with AI-driven automation, enhancing productivity, streamlining operations, and enabling scalable growth through strategic, intelligent process optimization and automated solutions.”
GLOBAL NETWORK EUROPE
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Our specialties are in IT services and Business Development. We offer a comprehensive range of IT solutions for businesses, which include staffing support, software development, and IT assistance. Our team comprises skilled IT professionals from India who can either supplement our clients’ existing
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Rotterdam, South Holland, Nl
Services Provided+4 Services
35% Custom Web Application Development
15% Backend Development
10% Generative AI
8% Machine Learning Model Development
AI Summary
“GLOBAL NETWORK EUROPE provides comprehensive IT services—including staffing, software development, and AI solutions through global partnerships—while driving business development in Europe and Mexico.”
ProbCrack
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We assist small and mid-sized businesses in achieving growth through digital marketing. With over a decade of experience in the service industry focused on digital and international business marketing, we excel at leading cross-functional teams, enhancing brand visibility in varied global markets, a
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+2 Services
10% AI Agent & Multi-Agent System Development
23% AI Strategy & Roadmap Consulting
14% Digital Strategy
12% Performance Marketing
AI Summary
“ProbCrack specializes in digital marketing for small and mid-sized businesses, leveraging over a decade of expertise to drive global brand growth, manage marketing budgets, and expand international presence.”
REVE Chat
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A Comprehensive Customer Service Solution Fueled by AI REVE Chat is a robust, AI-driven omnichannel customer engagement platform that allows businesses to connect, assist, and convert users across all key digital platforms—ranging from websites to messaging apps and mobile devices. This all-in-one p
Highlights
$100,000+
Min Project Size
250-999
Employees
Singapore, Singapore, Sg
Services Provided+2 Services
23% Custom AI Chatbot Development
20% Conversational AI & Voice Assistant Development
7% AI Agent & Multi-Agent System Development
5% Customer Support Outsourcing
AI Summary
“REVE Chat delivers an AI-powered omnichannel customer engagement platform integrating chatbots, live support, and automation to optimize customer interactions across multiple digital channels efficiently.”
LocalHouse Designs
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Localhouse Designs offers web design, local SEO, and GEO services in a single package rather than distributing them among different vendors. Each project begins with an assessment of what is truly hindering the site’s lead generation, rather than using a standard proposal. The process is straightfor
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
Services Provided+5 Services
20% Web App UI Design
10% AI Agent & Multi-Agent System Development
10% Machine Learning Model Development
10% Content Marketing Strategy
AI Summary
“LocalHouse Designs leverages AI & Automation by developing AI Agents and utilizing Generative AI technologies, enhancing innovative digital experiences and automation capabilities.”
Resilient Innovation & Information Technology
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At Resilient-IIT, we are dedicated to promoting excellence in project and portfolio management across various industries. With extensive knowledge in governance, strategic execution, and process enhancement, we enable organizations to deliver value accurately and confidently. We have two decades of
Highlights
$1,000+
Min Project Size
2-9
Employees
Services Provided+1 Services
15% Other IT Consulting and SI
7% AI Agent & Multi-Agent System Development
28% IT Staff Augmentation
30% E-Commerce Development
AI Summary
“Resilient Innovation & Information Technology excels in project and portfolio management, software development, and product innovation, supporting diverse industries globally to optimize outcomes and drive sustainable success.”
CODEWORK AI
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A platform that provides practical tech training and real-world project experience to assist learners in enhancing their skills and starting careers in the technology sector.
Highlights
$10,000+
Min Project Size
< $25/hr
Avg Hourly Rate
50-249
Employees
Services Provided+4 Services
5% Cloud Consulting & SI
5% IT Staff Augmentation
5% Other IT Consulting and SI
8% AI Agent & Multi-Agent System Development
AI Summary
“CODEWORK AI offers practical tech training and real-world projects to help learners develop skills and launch careers in the technology industry.”
Ronnie Ridge
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A top company in web and mobile app development, offering advanced technology services and complete software development solutions.
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Parkville, Maryland, Us
Services Provided+3 Services
17% Custom Web Application Development
14% Mobile App Development (iOS & Android)
3% E-Commerce Development
13% AI Agent & Multi-Agent System Development
AI Summary
“Ronnie Ridge specializes in comprehensive web and mobile app development, delivering advanced technology solutions and complete software development services to diverse clients.”
Custom Soft
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Custom Soft, located in Pune, is a software development firm that provides secure and scalable custom solutions, including ERP, CRM, healthcare, e-commerce, as well as web and mobile applications, to clients globally. We specialize in creating AI agents, Open APIs, ChatGPT APIs, Agenti AI tools, and
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Pune, Maharashtra, In
Services Provided+7 Services
5% Frontend Development
8% Mobile App Development (iOS & Android)
4% E-Commerce Development
7% Backend Development
AI Summary
“Custom Soft in Pune delivers secure, scalable custom software solutions globally, specializing in AI tools, ERP, CRM, healthcare, e-commerce, and web/mobile app development with diverse technologies.”
peoly
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Peoly is a software development company that also offers on-demand team augmentation services, boasting four years of experience in areas like Artificial Intelligence, Internet of Things, Data Analytics, Industrial Automation, and Process Automation. Our strengths are primarily in Machine Learning a
Highlights
10-49
Employees
Prague 6, Prague, Cz
Services Provided+10 Services
5% Generative AI
3% Workflow Automation (Zapier / Make / n8n)
3% AI Agent & Multi-Agent System Development
3% Other IT Consulting and SI
AI Summary
“Peoly is a software development firm specializing in AI, IoT, and automation, delivering custom software, team augmentation, and advanced solutions with a skilled 35-member team.”

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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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