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

Centrologics Pvt. Ltd.
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At Centrologics, we develop digital solutions that not only function but excel. With expertise in Artificial Intelligence, Machine Learning, Blockchain, Automation, Cybersecurity, and Data Science, we help you lower expenses, explore new revenue streams, and stay well ahead of your competitors.
Highlights
$5,000+
Min Project Size
< $25/hr
Avg Hourly Rate
2-9
Employees
Services Provided+4 Services
20% AI Strategy & Roadmap Consulting
30% Machine Learning Model Development
10% AI Agent & Multi-Agent System Development
10% MLOps & Model Deployment Infrastructure
AI Summary
“Centrologics Pvt. Ltd. delivers advanced digital solutions leveraging AI, ML, Blockchain, Automation, Cybersecurity, and Data Science to optimize costs, generate revenue, and enhance competitive advantage.”
Mushroom Solutions Inc
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Mushroom Solutions is a leading provider in the fields of Automation, Document Processing, and Clinical Trials Operations Automation (CTOps). Our mission is centered on key objectives that include streamlining processes, promoting automation, reducing costs, and improving the customer experience. We
Highlights
$5,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
50-249
Employees
Services Provided+9 Services
4% AI Agent & Multi-Agent System Development
6% Robotic Process Automation (RPA)
3% Other IT Consulting and SI
3% Generative AI
AI Summary
“Mushroom Solutions Inc. specializes in automation and document processing, enhancing clinical trials operations through innovative technologies to improve efficiency, reduce costs, and elevate customer experience.”
WebMob Technologies
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WebMob Technologies Pvt. Ltd. specializes in assisting startups, scale-ups, and enterprises in creating scalable digital platforms and sophisticated software systems via product engineering, custom development, and applied AI expertise. With over 15 years of experience, we have delivered more than 7
Highlights
$10,000+
Min Project Size
< $25/hr
Avg Hourly Rate
50-249
Employees
Ahmedabad, Gujarat, In
Services Provided+23 Services
7% Custom Web Application Development
5% Mobile App Development (iOS & Android)
5% API Development & Integration
2% E-Commerce Development
AI Summary
“WebMob Technologies delivers scalable, secure digital platforms and AI-driven software with expert custom development, serving startups to enterprises across multiple industries globally for over 15 years.”
S-TYPE Technology LLC
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a specialized consulting firm that assists businesses in updating outdated systems, enhancing databases, and implementing AI-driven tools.
Highlights
$50-99/hr
Avg Hourly Rate
Long Beach, California, Us
Services Provided+5 Services
15% Custom AI Chatbot Development
8% Other IT Consulting and SI
10% AI Agent & Multi-Agent System Development
13% Legacy System Modernization
AI Summary
“S-TYPE Technology LLC provides expert consulting in modernizing legacy systems, optimizing databases, and integrating AI-driven solutions to support business innovation and efficiency.”
PT Inovasi Otentik Indonesia
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We create smart, cohesive, and scalable digital solutions designed specifically for governments, companies, and educational organizations.
Highlights
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+3 Services
25% Custom Web Application Development
15% API Development & Integration
10% Mobile App Development (iOS & Android)
15% AI Agent & Multi-Agent System Development
AI Summary
“PT Inovasi Otentik Indonesia develops intelligent, scalable digital solutions tailored to meet the needs of government, corporate, and educational sectors, enhancing operational cohesion and efficiency.”
Lemonfive
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Lemonfive is a consulting firm focused on CRM, Inbound Marketing, and digital prospecting. Located in Lille and operating in France and Luxembourg, we assist SMEs and mid-sized businesses in organizing their client acquisition, streamlining sales processes, and generating more qualified leads. With
Highlights
$1,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
Villeneuve-d'Ascq, Fr
Services Provided+2 Services
23% CRM Consulting and SI
3% AI Agent & Multi-Agent System Development
7% Custom AI Chatbot Development
27% Outbound Lead Generation
AI Summary
“Lemonfive is a French consulting firm specializing in CRM implementation, inbound marketing, and digital prospecting to optimize sales, automate acquisition, and boost ROI for SMEs and mid-sized businesses.”
GeeksCode
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We create advanced software solutions using AI and machine learning for small and medium-sized enterprises. Whether it's mobile applications, web platforms, or powerful server-side systems, we stand as your reliable technology partner.
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+1 Services
30% Custom Web Application Development
20% Mobile App Development (iOS & Android)
35% Machine Learning Model Development
8% Computer Vision Solutions
AI Summary
“GeeksCode develops advanced AI and machine learning software solutions—including mobile apps, web platforms, and server systems—catering to small and medium-sized enterprises as a trusted technology partner.”
Zumify
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Established in 2025 as a family-owned enterprise, Zumify focuses on creating high-quality apps and websites across various fields. We identified a significant void in Hawaiʻi's tech environment, as many local systems appeared outdated and poorly designed. Motivated by the frustrations voiced by our
Highlights
$1,000+
Min Project Size
2-9
Employees
Honolulu, Hawaii, Us
Services Provided+5 Services
10% Mobile App Development (iOS & Android)
7% Custom Web Application Development
17% Product UX Strategy
12% Brand Identity Design
AI Summary
“Zumify, a family-owned company founded in 2025, delivers customized, modern digital solutions including apps and websites to enhance operations, brand presence, and growth in Hawaiʻi's market.”
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VoiceAssist Labs
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Develop AI tools and VoiceAI assistants tailored for various businesses. Our voice AI assistants are designed for specific industries, equipped with expert knowledge and skills to provide outstanding customer experiences.
Highlights
$1,000+
Min Project Size
$150+/hr
Avg Hourly Rate
2-9
Employees
Services Provided+1 Services
10% AI Agent & Multi-Agent System Development
8% Generative AI
25% Custom AI Chatbot Development
7% AI Strategy & Roadmap Consulting
AI Summary
“VoiceAssist Labs develops industry-specific AI voice assistants delivering expert knowledge and skills, enhancing customer experiences through tailored, advanced voice AI tools for diverse business sectors.”
NexoDraft
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NexoDraft is a comprehensive digital solutions agency dedicated to creating high-performance websites and scalable online systems for contemporary businesses. We assist brands in establishing a robust digital presence through strategic design, efficient development, and results-oriented execution. O
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
2-9
Employees
Services Provided+11 Services
11% Custom Web Application Development
6% E-Commerce Development
7% Product UX Strategy
6% Web App UI Design
AI Summary
“NexoDraft is a digital solutions agency specializing in website design, development, SEO, and digital marketing, delivering scalable, user-focused online systems that drive business growth globally.”

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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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