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

Maplr
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📍 Votre parcours vers l'innovation débute ici ! Maplr soutient les entreprises canadiennes dans leur quête d'innovation 🚀 Notre atout ? Une communauté exceptionnelle d'experts en technologies de l'information. Notre passion ? Vous accompagner dans la mise en œuvre de vos solutions innovantes 🌐 No
Highlights
$50,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Montreal, Quebec, Ca
Services Provided+7 Services
5% AI Agent & Multi-Agent System Development
3% IT Staff Augmentation
8% Custom AI Chatbot Development
5% MLOps & Model Deployment Infrastructure
AI Summary
“Maplr is a Montreal-based company specializing in innovation and artificial intelligence, leveraging a community of IT experts to support Canadian businesses in implementing advanced technology solutions.”
Infiano AI
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Infiano.AI specializes in creating and developing bespoke AI solutions, transforming concepts into patented products. Unlike typical AI users, we are inventors in the field, supported by numerous patents and scholarly articles. Our team possesses in-depth knowledge of AI, including its mathematics a
Highlights
$50,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Pafos, Cy
Services Provided+10 Services
9% AI Strategy & Roadmap Consulting
8% LLM Integration & Prompt Engineering
7% Custom AI Chatbot Development
11% Machine Learning Model Development
AI Summary
“Infiano AI creates patented, custom AI solutions combining deep expertise and comprehensive services in development, deployment, and innovation to deliver measurable business results across industries.”
TriMap Solutions Pvt Ltd
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TriMap Solutions Pvt Ltd is focused on innovation, providing AI-powered and scalable solutions that address genuine business problems. We emphasize client success, openness, and outstanding execution. Our flexible strategy, commitment to ownership, and emphasis on cost efficiency foster sustainable
Highlights
$50,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+7 Services
12% Custom Web Application Development
9% Mobile App Development (iOS & Android)
4% QA & Software Testing
9% AI Agent & Multi-Agent System Development
AI Summary
“TriMap Solutions Pvt Ltd delivers innovative, AI-driven business solutions emphasizing client success, cost efficiency, and adaptability to foster sustainable growth and strong partnerships in a dynamic digital landscape.”
Webethics
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At Webethics Solutions, we collaborate with startups and expanding businesses to convert ideas into effective digital solutions. Whether you're testing your MVP, developing a comprehensive SaaS platform, incorporating AI/ML, or launching a feature-rich eCommerce site, we are your end-to-end developm
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Sahibzada Ajit Singh Nagar, Punjab, In
Services Provided+10 Services
10% Custom Web Application Development
8% Mobile App Development (iOS & Android)
7% SaaS Product Development
5% E-Commerce Development
AI Summary
“Webethics delivers secure, scalable digital solutions across software development, AI integration, and UI/UX design, serving startups and enterprises with custom web and mobile applications.”
evolv Consulting
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evolv Consulting is a business transformation firm that leverages data and AI to help organizations make significant advancements—from insights to impactful results and from trials to large-scale implementation. We collaborate with executives and transformation leaders who recognize that mere increm
Highlights
$75,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
250-999
Employees
Dallas, Texas, Us
Services Provided+8 Services
8% Generative AI
4% AI Agent & Multi-Agent System Development
5% AI Strategy & Roadmap Consulting
6% BI & Big Data Consulting & SI
AI Summary
“evolv Consulting partners with organizations to drive transformative growth by leveraging data, advanced analytics, and AI, delivering scalable cloud solutions and measurable business outcomes.”
Mystic Media
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As a top mobile app and software development company, we keep a close eye on emerging trends to foresee future advancements in technology. Our expert team, comprising seasoned programmers, engineers, app designers, digital marketers, and graphic designers, brings years of experience in developing in
Highlights
10-49
Employees
Draper, Utah, Us
Services Provided+27 Services
4% Backend Development
2% ERP & CRM Development
8% Mobile App Development (iOS & Android)
3% Legacy System Modernization
AI Summary
“Mystic Media specializes in innovative mobile app and software development, leveraging expert teams and proven technologies to deliver adaptable, reliable digital solutions that drive business growth.”
Slash Digital Lab
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At Slash Digital Lab, we create and implement advanced digital solutions specifically designed to transform businesses. Our proficiency in AI technologies, user-focused design, and smooth system integration enables organizations to innovate, streamline their operations, and improve customer experien
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+3 Services
10% AI Agent & Multi-Agent System Development
10% AI Strategy & Roadmap Consulting
20% Machine Learning Model Development
10% Custom AI Chatbot Development
AI Summary
“Slash Digital Lab specializes in advanced AI-driven digital solutions, enhancing business innovation, operational efficiency, and customer experiences through expert design and seamless integration.”
Stack Intel
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Our goal is to deliver exceptional technology solutions to businesses. As an offshore tech resource augmentation firm, we support numerous companies and startups in creating remote software development teams. We go beyond being a typical software house; we collaborate on bespoke software development
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Sheridan, Wyoming, Us
Services Provided+5 Services
5% AI Agent & Multi-Agent System Development
5% AI Strategy & Roadmap Consulting
15% AI Model Fine-Tuning & Training
5% LLM Integration & Prompt Engineering
AI Summary
“Stack Intel provides offshore technology resource augmentation, offering bespoke software development, AI/ML model training, and cloud-native solutions to support businesses and startups globally.”
TAF Solutions LLC
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TAF Solutions, located in Sugar Land, Texas, is a digital solutions company dedicated to helping small and medium-sized enterprises thrive by offering enterprise-level tools at prices that are accessible to SMBs. Our services include Local SEO, Web Design and Hosting, Reputation Management, Social M
Highlights
$50-99/hr
Avg Hourly Rate
2-9
Employees
Sugar Land, Texas, Us
Services Provided+3 Services
2% IT Staff Augmentation
4% AI Strategy & Roadmap Consulting
4% AI Agent & Multi-Agent System Development
15% Custom AI Chatbot Development
AI Summary
“TAF Solutions offers comprehensive digital services—including SEO, web design, cybersecurity, and AI automation—to empower SMBs across industries, emphasizing community engagement and tailored business support.”
Tatham Park Data
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Looking for AI/ML projects but don’t have the internal resources or expertise? Tatham Park Data is here to be your reliable and adaptable partner! We assist small to mid-sized businesses in the finance, industrial, and medical sectors in leveraging AI/ML to streamline decision-making, reduce manual
Highlights
$10,000+
Min Project Size
2-9
Employees
West Springfield, Massachusetts, Us
Services Provided+2 Services
25% AI Strategy & Roadmap Consulting
15% LLM Integration & Prompt Engineering
10% Custom AI Chatbot Development
30% Machine Learning Model Development
AI Summary
“Tatham Park Data partners with small to mid-sized finance, industrial, and medical businesses, providing AI/ML solutions that enhance decision-making and streamline complex data operations.”

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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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