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

Myosotis IT
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Myosotis unterstützt Unternehmen, Startups und Teams bei der Schaffung digitaler Produkte, zeitgemäßer Softwarelösungen und stabiler technischer Infrastrukturen. Wir bringen Strategie, Produktentwicklung, Design und Engineering zusammen, um aus Anforderungen ein funktionierendes System zu entwickeln
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
Services Provided+3 Services
17% API Development & Integration
5% E-Commerce Development
12% Mobile App Development (iOS & Android)
13% Product UX Strategy
AI Summary
“Myosotis unterstützt Unternehmen und Startups bei der Entwicklung digitaler Produkte, Softwarelösungen und technischer Infrastrukturen durch integrierte Strategie, Design und Engineering.”
SPQR Strategic Partner for Quality Resources
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SPQR, a Miami-based AI and software engineering company, assists US businesses—particularly in manufacturing and industrial sectors—in implementing AI agents and integrating automation into their operational processes. We merge US-based project management and contracting with a skilled Italian engin
Highlights
$10,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Miami, Florida, Us
Services Provided+1 Services
25% AI Agent & Multi-Agent System Development
8% BI & Big Data Consulting & SI
20% Custom Web Application Development
14% API Development & Integration
AI Summary
“SPQR provides AI-driven automation, custom software, and systems integration for US manufacturing firms, combining US project management with Italian engineering to enhance operational efficiency and visibility.”
Raiotech LLC
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Many businesses don’t face a marketing issue; rather, they struggle with system-related challenges. Raiotech Digital assists service companies, startups, and operators in developing efficient systems that provide significant leverage—such as high-converting websites, compounding SEO, ads connected t
Highlights
$5,000+
Min Project Size
$150+/hr
Avg Hourly Rate
2-9
Employees
Services Provided+5 Services
14% Custom Web Application Development
7% Mobile App Development (iOS & Android)
10% API Development & Integration
3% E-Commerce Development
AI Summary
“Raiotech Digital specializes in developing efficient, custom systems for service companies and startups, including websites, SEO, advertising, automations, and software, delivered by experienced professionals.”
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Chloros Technologies
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Chloros Technologies is an energetic software development and digital transformation firm that focuses on creating innovative, scalable, and customized solutions for businesses worldwide. With a robust presence in India, the UAE, the USA, and the UK, Chloros provides comprehensive technology service
Highlights
10-49
Employees
Bengaluru, Karnataka, In
Services Provided
35% Custom Web Application Development
15% Mobile App Development (iOS & Android)
30% AI Agent & Multi-Agent System Development
20% Computer Vision Solutions
AI Summary
“Chloros Technologies is a global digital transformation firm offering tailored software development, ERP/CRM solutions, and digital marketing to help businesses optimize operations and accelerate growth.”
Marsify
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Much of today's outreach comes across as mere noise—there's plenty of activity, but few genuine discussions. We founded Marsify after witnessing numerous ineffective campaigns. The targeting was unclear, the messaging felt mechanical, and the personal touch was missing. Buyers are not seeking furthe
Highlights
$1,000+
Min Project Size
2-9
Employees
Services Provided+3 Services
33% Go-to-Market Strategy
33% AI Agent & Multi-Agent System Development
14% Account-Based Marketing (ABM)
7% Content Marketing Strategy
AI Summary
“Marsify helps B2B brands enhance outreach by enabling precise targeting and authentic messaging, fostering meaningful, timely conversations to generate genuine buyer engagement.”
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Moiz Fayyaz
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I specialize in no-code solutions, assisting startups and businesses in quickly launching scalable web applications and automations. With extensive knowledge of Bubble.io, API integrations, and tools such as N8N, I develop products as if they were personally mine. My methodology integrates technical
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
Lahore, Pk Punjab, Pk
Services Provided
24% Custom Web Application Development
10% API Development & Integration
33% AI Agent & Multi-Agent System Development
33% Web App UI Design
AI Summary
“Moiz Fayyaz delivers no-code solutions, leveraging expertise in Bubble.io, API integrations, and automation tools to build scalable web applications with technical precision and ownership.”
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Venturehub360
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Many founders typically have only 2 to 5 meetings with investors for each funding round. Startup Pitch Analyser provides a real-time AI investor simulation before each meeting, complete with challenging questions, genuine pressure, and an Evaluation Report that clearly indicates your current positio
Highlights
$100,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided
18% AI Strategy & Roadmap Consulting
32% AI Agent & Multi-Agent System Development
50% Fundraising & Investor Readiness Consulting
AI Summary
“Venturehub360 offers an AI-driven Startup Pitch Analyser that simulates investor meetings, providing realistic practice, challenging questions, and detailed evaluation to optimize founders' funding readiness.”
Stemar
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Stemar is an AI automation studio that creates production-ready AI agents specifically designed to meet real business key performance indicators (KPIs) rather than for experimental purposes. We assist companies in the UAE, USA, and beyond in automating lead qualification, managing inbound and outbou
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Dubai, Dubayy, Ae
Services Provided+1 Services
30% AI Agent & Multi-Agent System Development
20% AI Strategy & Roadmap Consulting
20% Custom AI Chatbot Development
15% AI Model Fine-Tuning & Training
AI Summary
“Stemar is an AI automation studio delivering customized AI agents that optimize business operations across sectors with proven integrations in lead processing, voice AI, document handling, and knowledge management.”
HITLSEO.ai
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In today's highly competitive digital environment, conventional SEO methods are inadequate—too slow, expensive, and ineffective against AI-driven competitors. Introducing HITLSEO.AI: the groundbreaking AI SEO and GEO Automation Engine that utilizes a team of over 50 specialized AI agents to dominate
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Services Provided
50% Search Engine Optimization (SEO)
28% AI Agent & Multi-Agent System Development
10% AI Strategy & Roadmap Consulting
12% LLM Integration & Prompt Engineering
AI Summary
“HITLSEO.ai leverages an AI-powered team combined with human oversight to deliver efficient, scalable SEO and GEO automation, boosting search visibility, traffic, and revenue across global markets.”
universe-force-group
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Universe Force Group creates and delivers AI systems that drive significant business outcomes—such as quicker hiring, improved conversion rates, and more efficient operations. We integrate strategy, design, and engineering to transform chaotic processes into effective, measurable software. Our offer
Highlights
Services Provided
50% Mobile App Development (iOS & Android)
30% AI Agent & Multi-Agent System Development
20% Machine Learning Model Development
AI Summary
“Universe Force Group delivers AI-driven software solutions that enhance hiring, customer engagement, commerce, and operations with integrated strategy, design, and engineering for measurable business impact.”

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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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