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

Moravio
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Moravio transforms intricate concepts into functional software that enhances revenue and keeps you ahead of the curve. We collaborate closely with your team as a long-term partner, providing guidance throughout the entire process, from discovery and UX to launch, cloud scaling, and ongoing enhanceme
Highlights
$25,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Prague, Cz
Services Provided+10 Services
15% API Development & Integration
8% E-Commerce Development
18% Custom Web Application Development
10% Mobile App Development (iOS & Android)
AI Summary
“Moravio delivers tailored software solutions including web, mobile, AI tools, and cloud services, collaborating closely to drive business growth across diverse industries with flexible engagement models.”
L2labs OU
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We assist two types of clients in accelerating their projects without excessive spending: - Individual founders developing and launching AI-driven minimum viable products (MVPs). - Corporate innovation teams conducting low-risk pilot initiatives. Why do teams choose us? We eliminate prolonged resear
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Tallinn, Harju, Ee
Services Provided+2 Services
15% Custom AI Chatbot Development
20% Machine Learning Model Development
10% AI Strategy & Roadmap Consulting
25% LLM Integration & Prompt Engineering
AI Summary
“L2labs OU accelerates AI-driven product development and pilot projects for founders and corporations, delivering feasible, on-budget MVPs with expert technical support and clear outcomes.”
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Tolt Innovations Ltd
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Liz Bancroft is the founder and managing director of Tolt Innovations, a digital consultancy in Ireland that specializes in custom software development and intelligent automation solutions. With more than 20 years of experience in consulting, digital transformation, and technology delivery, Liz has
Highlights
2-9
Employees
Services Provided
50% Custom Web Application Development
10% AI Agent & Multi-Agent System Development
25% AI Strategy & Roadmap Consulting
15% Generative AI
AI Summary
“Tolt Innovations Ltd. delivers custom software and intelligent automation through a hybrid model, integrating local strategy with offshore expertise to enhance business technology and innovation.”
Akveo
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Akveo is a comprehensive software development partner specializing in web, mobile, low-code, and AI-driven solutions. Our team consists of engineers, designers, and automation specialists dedicated to helping startups and enterprises create smarter digital products more quickly. We offer a range of
Highlights
$10,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Austin, Texas, Us
Services Provided+15 Services
7% Frontend Development
7% Mobile App Development (iOS & Android)
4% Code Review & Technical Audits
3% SaaS Product Development
AI Summary
“Akveo delivers comprehensive software development services including web, mobile, low-code, and AI-driven solutions, leveraging diverse technologies to accelerate smart digital product creation globally since 2015.”
Enn Gee Ventures
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Established in 2025, Enn Gee Ventures serves as your strategic ally in mobile and web application development. With a combined experience of over ten years in the technology sector, our team is skilled at transforming ambitious and intricate ideas into a successful Minimum Viable Product (MVP). W
Highlights
$10,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Services Provided+2 Services
13% Custom Web Application Development
20% Mobile App Development (iOS & Android)
10% AI Agent & Multi-Agent System Development
23% Generative AI
AI Summary
“Founded in 2025, Enn Gee Ventures specializes in mobile and web app development, delivering MVP solutions with expert UX/UI design focused on rapid launch and sustainable growth.”
Code and Canvas Labs
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Code & Canvas Labs is a senior product studio that specializes in the end-to-end design, development, and branding of AI-driven digital products. We collaborate with founders, emerging startups, and product teams from the initial concept to launch, offering comprehensive services for full-stack web
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Lahore, Pk Punjab, Pk
Services Provided+4 Services
17% Custom Web Application Development
10% Mobile App Development (iOS & Android)
7% API Development & Integration
20% Product UX Strategy
AI Summary
“Code & Canvas Labs is a senior product studio delivering end-to-end AI-driven digital products, specializing in full-stack development, UI/UX, and AI integrations across diverse industries with agile delivery.”
Compile Vision
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Compile Vision is a technology company centered on AI, dedicated to creating intelligent systems that assist businesses in automating their workflows, improving decision-making, and achieving efficient scalability. We develop advanced solutions leveraging Generative AI, Retrieval-Augmented Generatio
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
2-9
Employees
Services Provided+5 Services
7% API Development & Integration
16% Custom Web Application Development
10% Mobile App Development (iOS & Android)
13% AI Agent & Multi-Agent System Development
AI Summary
“Compile Vision develops AI-driven intelligent systems and automation tools to streamline business workflows, enhance decision-making, and deliver scalable, data-driven solutions across various industries.”
Appinit
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Appinit accelerates innovation for companies by offering expert custom software development, advanced AI-driven automation, and specialized nearshore engineering teams. We provide scalable digital solutions, streamline business processes, and enhance engineering teams with top-tier developers, actin
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
San Antonio de Prado, Co
Services Provided+4 Services
14% Mobile App Development (iOS & Android)
20% Custom Web Application Development
7% Other IT Consulting and SI
10% AI Strategy & Roadmap Consulting
AI Summary
“Appinit delivers custom software development and AI-driven automation through nearshore engineering teams, providing scalable digital solutions and strategic technology partnership across US and LATAM markets.”
Loffler Companies
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Loffler Companies is a professional services firm based in the upper Midwest. We provide high-quality office technology solutions designed to help your organization thrive. Our extensive range of services includes managed IT, multifunction printers and copiers, unified communications, managed print
Highlights
$1,000+
Min Project Size
$150+/hr
Avg Hourly Rate
250-999
Employees
St. Louis Park, Minnesota, Us
Services Provided+4 Services
4% AI Agent & Multi-Agent System Development
3% Generative AI
8% Cloud Consulting & SI
5% AI Strategy & Roadmap Consulting
AI Summary
“Loffler Companies delivers tailored office technology solutions including managed IT, print services, unified communications, and security, enhancing efficiency and business success in the Midwest.”
FORGE Sweden
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FORGE Sweden is a Swedish application development agency established in Gothenburg by Angelo Visedo. We create web applications and mobile apps for both iOS and Android, offering fixed pricing — without hourly charges or intermediaries. The developer who speaks with you is the same one who creates y
Highlights
$1,000+
Min Project Size
2-9
Employees
Services Provided+2 Services
20% Custom Web Application Development
30% Mobile App Development (iOS & Android)
13% Generative AI
7% AI Agent & Multi-Agent System Development
AI Summary
“FORGE Sweden is a Gothenburg-based app development agency delivering web and mobile apps with fixed pricing, direct developer collaboration, fast delivery, and full code ownership.”

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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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