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

DevForge Technology
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DevForge Technology is an AI and software development firm located in Ahmedabad that assists startups and enterprises in utilizing artificial intelligence to address genuine business challenges. Our expertise lies in developing customized AI/ML models and integrating Generative AI, enabling the crea
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Ahmedabad, Gujarat, In
Services Provided
35% AI Agent & Multi-Agent System Development
50% AI Model Fine-Tuning & Training
15% IT Staff Augmentation
AI Summary
“DevForge Technology, based in Ahmedabad, specializes in tailored AI/ML solutions across multiple sectors, empowering startups and enterprises to optimize operations and gain strategic insights.”
Empleado Inteligente
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En Empleado Inteligente, asistimos a las empresas en la recuperación de su tiempo y en la expansión de sus operaciones a través de Inteligencia Artificial y Automatización de Procesos. Nos enfocamos en identificar cuellos de botella operativos y en desarrollar sistemas personalizados utilizando herr
Highlights
$5,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Services Provided
40% AI Agent & Multi-Agent System Development
15% Generative AI
45% Workflow Automation (Zapier / Make / n8n)
AI Summary
“Empleado Inteligente leverages AI and automation tools like Make, Zapier, and n8n to optimize business operations, eliminating manual tasks and enhancing efficiency for sustainable growth.”
Axyos AI
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Axyos AI develops tailored WhatsApp automation solutions for clinics, salons, gyms, and other service-oriented businesses in the UK, USA, Spain, Portugal, and Brazil. We implement AI-driven booking bots, lead qualification tools, and CRM connections that operate around the clock with immediate respo
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided
40% AI Agent & Multi-Agent System Development
45% Workflow Automation (Zapier / Make / n8n)
15% AI Strategy & Roadmap Consulting
AI Summary
“Axyos AI delivers AI-driven WhatsApp automation solutions, enabling service businesses in multiple countries to streamline bookings, lead qualification, and CRM integration with minimal ongoing effort.”
Agents Architects
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Agents Architects is an innovative AI development firm that focuses on custom AI agent solutions designed to streamline workflows, improve decision-making, and foster business transformation. Established in 2020, the company has quickly become a reliable partner for organizations looking to incorpor
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+1 Services
35% AI Agent & Multi-Agent System Development
15% AI Strategy & Roadmap Consulting
20% Custom AI Chatbot Development
20% Generative AI
AI Summary
“Agents Architects develops custom AI agent solutions enhancing workflows and decision-making across industries like finance and e-commerce, emphasizing innovation, data security, and ethical automation practices.”
SmartAgentX
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At SmartAgentX, we are a leading AI agency dedicated to empowering small and medium-sized businesses (SMBs) and startups to fully leverage the advantages of AI. Our goal is to provide tailored AI solutions that increase efficiency, improve decision-making, and simplify operations. We offer comprehen
Highlights
< $25/hr
Avg Hourly Rate
2-9
Employees
Services Provided
40% AI Agent & Multi-Agent System Development
25% AI Strategy & Roadmap Consulting
20% Custom AI Chatbot Development
15% Generative AI
AI Summary
“SmartAgentX empowers SMBs and startups with tailored AI solutions, enhancing efficiency, decision-making, and operations through automation, customer experience, and advanced analytics support.”
IndoriCoders Pvt Ltd
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Indoricoders Pvt Ltd is a technology and training firm that provides software solutions and skill enhancement programs. Our offerings encompass backend APIs, DevOps, AI-driven automation, chatbot development, and SaaS products. Additionally, we collaborate with colleges and educational institutions
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided
19% Custom Web Application Development
15% API Development & Integration
33% UX Research & Usability Testing
33% AI Agent & Multi-Agent System Development
AI Summary
“IndoriCoders Pvt Ltd delivers comprehensive software solutions and skill development training, specializing in backend APIs, DevOps, AI automation, chatbots, SaaS, and educational collaborations.”
em8
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em8.io is an AI automation agency that helps B2B companies reduce repetitive manual tasks and create scalable workflows. Our expertise includes: - AI receptionist systems for managing bookings, inquiries, and follow-ups - CRM and sales automation - Workflow automation using n8n, Make, and Zapier - C
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
Services Provided
30% Custom AI Chatbot Development
40% AI Agent & Multi-Agent System Development
30% Workflow Automation (Zapier / Make / n8n)
AI Summary
“em8.io specializes in AI-driven automation solutions for B2B firms, streamlining operations through custom AI agents, workflow automation, and CRM enhancements, delivering significant time and efficiency gains.”
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Cointegration.ai
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Cointegration.ai develops AI-powered platforms tailored for the insurance, finance, and government industries, providing services such as contract analysis, self-enrollment systems, chatbots, workflow automation, and secure data management. Our team of over 10 members, located in Islamabad, is commi
Highlights
$10,000+
Min Project Size
< $25/hr
Avg Hourly Rate
2-9
Employees
Islamabad, Pk
Services Provided
20% AI Strategy & Roadmap Consulting
25% LLM Integration & Prompt Engineering
15% Generative AI
40% AI Agent & Multi-Agent System Development
AI Summary
“Cointegration.ai offers AI-driven platforms enhancing insurance, finance, and government sectors with contract analysis, chatbots, automation, and secure data solutions, optimizing operations with scalable technology.”
Loni Technology
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Loni Technology is an agency specializing in artificial intelligence automation, dedicated to creating smart software solutions that assist businesses in automating processes, enhancing operational efficiency, and driving growth. The company prioritizes the development of practical, scalable AI syst
Highlights
$50-99/hr
Avg Hourly Rate
Services Provided
40% AI Agent & Multi-Agent System Development
20% AI Strategy & Roadmap Consulting
40% Machine Learning Model Development
AI Summary
“Loni Technology provides AI-driven automation solutions that enhance business efficiency, reduce operational costs, and empower organizations to innovate and focus on strategic growth.”
The Agentics
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TheAgentics.co is a consulting firm that utilizes an innovative AI-driven transformation strategy to help clients achieve gradual growth through innovation and disruption, while also bridging the gap between strategy and execution. Unlike traditional consulting, which typically produces presentation
Highlights
$10,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
10-49
Employees
Amsterdam, North Holland, Nl
Services Provided
35% AI Agent & Multi-Agent System Development
30% AI Strategy & Roadmap Consulting
10% Custom AI Chatbot Development
25% Generative AI
AI Summary
“The Agentics is a consulting firm specializing in AI-driven transformation strategies, delivering scalable, cost-effective solutions across operations, marketing, sales, and IT for mid-market and enterprise clients.”

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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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