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

GREENLOGIC INNOVATIONS LTD
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**Our Story** Established in 2025, Greenlogic Innovations Ltd has rapidly become a frontrunner in bespoke software development. Our journey began with the goal of revolutionizing businesses with innovative technology solutions. Today, we provide services to clients worldwide, equipping them with sta
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+2 Services
20% Custom Web Application Development
13% Mobile App Development (iOS & Android)
12% API Development & Integration
5% E-Commerce Development
AI Summary
“Greenlogic Innovations Ltd, founded in 2025, specializes in bespoke software development, delivering innovative, high-quality digital solutions worldwide with a client-focused, agile approach.”
Salt and Light Creations
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Salt & Light Creations is a marketing and creative agency located in South Africa, dedicated to partnering with both local and international brands to develop sustainable, long-term marketing systems. Instead of concentrating on individual campaigns or short-term strategies, Salt & Light focuses on
Highlights
2-9
Employees
Services Provided+5 Services
18% Brand Identity Design
7% Marketing Collateral Design
15% Explainer Video Production
10% Motion Graphics & Visual Effects
AI Summary
“Salt & Light Creations is a South African marketing agency specializing in data-driven, sustainable Flywheel Marketing strategies, offering comprehensive services to enhance brand visibility and growth.”
CAJ Digital Technologies
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CAJ Digital Technologies aids businesses in enhancing their operations through improved websites, refined digital structures, effective lead management, foundational SEO, AI automation, and bespoke software designed around actual operational requirements. We collaborate with startups, small to mediu
Highlights
2-9
Employees
Services Provided
35% Custom Web Application Development
15% SaaS Product Development
22% AI Agent & Multi-Agent System Development
28% Workflow Automation (Zapier / Make / n8n)
AI Summary
“CAJ Digital Technologies delivers tailored digital solutions—including custom websites, AI automation, SEO, and software—to enhance business operations, optimize workflows, and support sustainable growth across sectors.”
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Proeffico Solutions
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Proeffico Solutions Pvt. Ltd., established in 2020, is a company focused on AI and technological innovation, providing intelligent solutions to businesses, enterprises, and governments around the globe. Specializing in AI-driven video analytics and data intelligence, we convert underused video and o
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Services Provided
25% AI Agent & Multi-Agent System Development
20% AI Strategy & Roadmap Consulting
15% Generative AI
40% BI & Big Data Consulting & SI
AI Summary
“Proeffico Solutions Pvt. Ltd. delivers AI-driven video analytics and data intelligence platforms globally, enabling smarter, safer, and efficient operations through continuous innovation and collaboration.”
Flyitonline
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FlyIt Online is a growth marketing service tailored for founders, startups, and small business teams. Established by Roberta D'Angelo, who has over 15 years of experience and has advised more than 400 businesses, we focus on marketing strategy, growth planning, and multi-channel execution centered a
Highlights
$1,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
Berlin, Berlin, De
Services Provided+2 Services
8% Other Digital Marketing
20% Performance Marketing
17% Digital Strategy
5% Demand Generation Marketing
AI Summary
“FlyIt Online, founded by Roberta D'Angelo, provides tailored growth marketing services for startups and small businesses, focusing on revenue-driven strategy and multi-channel execution.”
GrootNet Software Solutions
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GrootNet Software Solutions Pvt. Ltd. is a tech-oriented software development firm dedicated to creating scalable, secure, and forward-thinking digital products. We collaborate with startups, established companies, and expanding businesses to transform their ideas into dependable software solutions
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Zirakpur, Punjab, In
Services Provided+1 Services
23% Custom Web Application Development
10% Mobile App Development (iOS & Android)
20% AI Agent & Multi-Agent System Development
14% AI Strategy & Roadmap Consulting
AI Summary
“GrootNet Software Solutions specializes in scalable, secure custom software, AI-powered applications, and MVP development, partnering with diverse clients to deliver agile, high-quality digital solutions supporting sustainable growth.”
IOL Inc.
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IOL Inc. is a software development company specializing in artificial intelligence, aimed at assisting businesses in becoming AI-driven organizations. With over five years of experience, our skilled team has been enabling companies to unlock their full potential through the implementation of tailore
Highlights
$10,000+
Min Project Size
10-49
Employees
Baguio City, Cordillera, Ph
Services Provided+2 Services
20% Custom Web Application Development
13% Mobile App Development (iOS & Android)
18% API Development & Integration
17% AI Agent & Multi-Agent System Development
AI Summary
“IOL Inc. specializes in AI-driven software solutions, offering custom development, web and mobile applications, automation, and system integration to empower businesses effectively.”
Hire GHL Developer
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Hire GHL Developer is a leading agency focused on GoHighLevel (GHL) development, providing specialized services that help businesses, agencies, and entrepreneurs scale effectively through sophisticated CRM systems, high-performing sales funnels, automation, and customized SaaS solutions. Our team of
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Ahmedabad, Gujarat, In
Services Provided+1 Services
25% Go-to-Market Strategy
18% Operational Process Consulting
7% Customer Experience (CX) Strategy
20% AI Agent & Multi-Agent System Development
AI Summary
“Hire GHL Developer specializes in GoHighLevel platform solutions, offering tailored CRM, automation, and SaaS services to optimize business growth, sales funnels, and operational efficiency globally.”
Abotly Ltd
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Abotly focuses on creating personalized AI voice agents that revolutionize how companies manage their customer communications globally. Our hyperrealistic voice AI solutions operate continuously, capturing leads, scheduling appointments, offering customer support, and boosting conversions without an
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
London, England, Gb
Services Provided+2 Services
20% AI Agent & Multi-Agent System Development
3% Custom AI Chatbot Development
5% LLM Integration & Prompt Engineering
5% AI Strategy & Roadmap Consulting
AI Summary
“Abotly Ltd. develops personalized AI voice agents and conversational AI solutions that automate customer communications, enhance lead generation, support, and workflow automation across diverse industries globally.”
EnDevSols
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EnDevSols is a specialized AI development firm that assists mid-sized businesses and large enterprises in creating production-ready AI agents, retrieval-augmented generation (RAG) systems, tailored AI chatbots, applications powered by large language models (LLMs), and scalable software-as-a-service
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+2 Services
20% Generative AI
20% Custom AI Chatbot Development
25% AI Agent & Multi-Agent System Development
15% LLM Integration & Prompt Engineering
AI Summary
“EnDevSols specializes in developing tailored AI solutions including agents, chatbots, and SaaS platforms for diverse industries, delivering scalable, integrated systems that enhance automation and decision-making.”

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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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