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

MOHA Software
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We are MOHA Software, a group of dedicated full-stack professionals committed to delivering personalized, end-to-end Agile software outsourcing solutions to clients around the globe.
Highlights
< $25/hr
Avg Hourly Rate
10-49
Employees
Hanoi, Vn
Services Provided+5 Services
18% Custom Web Application Development
13% Mobile App Development (iOS & Android)
13% Backend Development
8% Frontend Development
AI Summary
“MOHA Software is a global full-stack development team offering personalized, end-to-end Agile software outsourcing solutions, delivering professional and tailored services across diverse client needs.”
Reinode Software
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Reinode Software is an AI Product Studio that serves as a technology partner, assisting businesses in creating customized AI solutions to foster innovation, growth, and efficiency. We focus on Agentic AI, automation, and Computer Vision, developing intelligent systems that can think, learn, and oper
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Warszawa, Masovian, Pl
Services Provided+8 Services
7% Generative AI
2% Unified Communications Consulting & SI
10% AI Agent & Multi-Agent System Development
2% Other IT Consulting and SI
AI Summary
“Reinode Software partners with businesses to develop customized AI solutions including automation, agentic AI, and computer vision, enhancing productivity and informed decision-making without replacing human workers.”
S&S Group
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S&S Group | Señales & Sistemas, a Knowledge Process Outsourcing (KPO) firm, operates at the intersection of data engineering, data analysis, business intelligence, market research, web development, data science, and machine learning. Through our various products and solutions, we create carefully cr
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Guadalajara, Jalisco, Mx
Services Provided+5 Services
6% CRM Consulting and SI
10% AI Agent & Multi-Agent System Development
8% BI & Big Data Consulting & SI
1% ERP Consulting and SI
AI Summary
“S&S Group is a KPO firm specializing in data engineering, analysis, business intelligence, market research, web development, data science, and machine learning to deliver tailored, bias-minimized knowledge solutions.”
Unlock AI Agency LLC
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UnlockAI LLC is a Dallas-based company specializing in AI automation. We create tailored revenue solutions for small to mid-sized businesses, focusing on identifying specific operational challenges and revenue shortfalls. Instead of selling software, we develop AI and automation systems designed to
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+3 Services
20% Custom AI Chatbot Development
13% AI Agent & Multi-Agent System Development
10% AI Strategy & Roadmap Consulting
7% Machine Learning Model Development
AI Summary
“Unlock AI Agency LLC, based in Dallas, develops customized AI automation solutions to improve operational efficiency and revenue for small to mid-sized businesses across diverse industries.”
Performanze
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Performanze is a marketing agency dedicated to growth marketing, lead generation, and business scaling. We collaborate with startups, scale-ups, and organizations with a mission to develop comprehensive marketing strategies that lead to conversions. Our expertise includes paid advertising, organic g
Highlights
$1,000+
Min Project Size
50-249
Employees
Madrid, Madrid, Es
Services Provided+7 Services
13% AI Strategy & Roadmap Consulting
4% Generative AI
9% AI Agent & Multi-Agent System Development
5% Account-Based Marketing (ABM)
AI Summary
“Performanze is a marketing agency specializing in growth marketing, lead generation, and scalable strategies using data-driven advertising, organic growth, analytics, and automation to drive business results.”
CodeCones
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CodeCones is a technology firm that develops intelligent, scalable, and results-focused software solutions for businesses worldwide. Established on the principle of merging engineering excellence with business strategy, CodeCones assists organizations in modernizing their operations, enhancing custo
Highlights
10-49
Employees
San Francisco, California, Us
Services Provided+3 Services
5% AI Agent & Multi-Agent System Development
8% AI Strategy & Roadmap Consulting
12% Custom AI Chatbot Development
10% Machine Learning Model Development
AI Summary
“CodeCones is a technology firm delivering scalable, AI-driven software solutions that modernize operations, enhance customer experience, and drive digital transformation across industries globally.”
Codanum
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Codanumis a focused IT studio based in Pakistan, engineering software, games, AI pipelines, and digital products for companies worldwide. Founded in 2021, we believe digital products deserve engineering precision and design obsession in equal measure.Every project gets our full attention, the right
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Gujranwala, Pk Punjab, Pk
Services Provided+14 Services
11% Custom Web Application Development
7% Mobile App Development (iOS & Android)
7% API Development & Integration
3% E-Commerce Development
AI Summary
“Codanum is a Pakistan-based IT studio delivering software, game development, AI pipelines, design, and security audits with precision, serving global startups and enterprises since 2021.”
GyaaraX
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GyaaraX is your reliable digital ally, providing professional services in Web Development, Graphic Design, and AI Solutions. Combining timeless style with contemporary insights, we strive for excellence in the digital realm to support your brand's growth and success.
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+2 Services
12% AI Agent & Multi-Agent System Development
14% Machine Learning Model Development
8% Conversational AI & Voice Assistant Development
13% E-Commerce Development
AI Summary
“GyaaraX delivers expert web development, graphic design, and AI solutions, blending classic style with modern expertise to enhance digital presence and drive brand growth effectively.”
Servoogle
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Creating Digital Supremacy for Innovative Brands. At Servoogle, we go beyond simply constructing websites or coding; we develop holistic digital ecosystems. Located in Baku, Azerbaijan, we are an elite digital engineering and AI automation firm that collaborates with businesses to turn intricate con
Highlights
$5,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Baku, Baki, Az
Services Provided+2 Services
22% Custom Web Application Development
12% Mobile App Development (iOS & Android)
7% AI Agent & Multi-Agent System Development
18% LLM Integration & Prompt Engineering
AI Summary
“Servoogle, based in Baku, specializes in digital engineering and AI automation, delivering secure, scalable, and conversion-focused digital ecosystems that integrate human psychology with advanced technology to enhance business growth.”
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Trep DigitalX
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TREP DIGITALX | Agenzia Web e Marketing AI Supportiamo le piccole e medie imprese nella loro crescita attraverso strumenti digitali, automazioni intelligenti e strategie personalizzate. 📌 Cosa facciamo: Siamo un’agenzia di marketing che si specializza nella realizzazione di siti web su misura, e-co
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+4 Services
11% Custom AI Chatbot Development
11% AI Agent & Multi-Agent System Development
3% Conversational AI & Voice Assistant Development
25% Brand Identity Design
AI Summary
“Trep DigitalX is an AI-driven web and marketing agency supporting SMEs with tailored websites, AI-powered SEO, automations, and financial aid to enhance digital transformation across diverse industries.”

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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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