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

Gravity Break
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Gravity Break is an AI Engineering and Strategic Consulting firm that assists venture builders in accelerating product delivery while minimizing risks, generating momentum, and achieving significant growth. We integrate into your organization to turn executive goals into actionable technical solutio
Highlights
$25,000+
Min Project Size
$150+/hr
Avg Hourly Rate
Rome, Lazio, It
Services Provided
25% AI Agent & Multi-Agent System Development
45% AI Strategy & Roadmap Consulting
30% Generative AI
AI Summary
“Gravity Break is an AI engineering and consulting firm offering strategic and technical services to accelerate venture builders' product delivery, reduce risk, and drive sustained growth.”
AxonEstate
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AxonEstate is an AI-driven pre-sale system designed specifically for real estate agents and their teams. It automates the entire process from lead acquisition to deal closure. This platform addresses the five major challenges that agents encounter on a daily basis. **Key Features:** **Target Aud
Highlights
2-9
Employees
Services Provided+1 Services
23% Conversion Rate Optimization (CRO)
10% Other Digital Marketing
27% AI Agent & Multi-Agent System Development
7% AI Strategy & Roadmap Consulting
AI Summary
“AxonEstate offers an AI-powered platform that automates lead acquisition and management for US real estate agents, enhancing efficiency and closing more deals seamlessly.”
Juste--Medis
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Ingénieur en développement logiciel avec une expertise en intelligence artificielle, Flutter et Node.js.
Highlights
2-9
Employees
Services Provided
50% Generative AI
30% AI Agent & Multi-Agent System Development
20% AI Strategy & Roadmap Consulting
AI Summary
“Juste--Medis is a software development engineer specializing in artificial intelligence, Flutter, and Node.js, delivering versatile and advanced technological solutions.”
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Blip Co
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Bl!p Co. is a fast-paced IT services company that focuses on advanced software development, strong backend solutions, and creative mobile applications. Our skills cover a range of areas such as healthcare, e-commerce, fintech, and social media, using cutting-edge technologies like GoLang, Flutter, J
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
Services Provided+1 Services
14% Custom Web Application Development
13% Mobile App Development (iOS & Android)
7% API Development & Integration
33% AI Agent & Multi-Agent System Development
AI Summary
“Bl!p Co. is an agile IT services firm delivering advanced software, backend systems, and mobile apps across healthcare, e-commerce, fintech, and social media using modern technologies for scalable solutions.”
Exelor
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Exelor is a smart automation agency that assists mid-sized businesses in moving from disjointed tasks to fully integrated AI systems. Our focus is not just on automation; we develop systems that can think, make decisions, and scale, utilizing our exclusive Exelor Automation Agency Framework (EAAF).
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Plovdiv, Plovdiv, Bg
Services Provided+2 Services
18% AI Agent & Multi-Agent System Development
8% AI Strategy & Roadmap Consulting
5% Custom AI Chatbot Development
12% Robotic Process Automation (RPA)
AI Summary
“Exelor specializes in AI-driven smart automation, delivering integrated AI agents, robotic process automation, and custom software to streamline business workflows and enhance scalable decision-making for mid-sized enterprises.”
Warp Development
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Warp Development is an established custom software development firm and AI consulting partner that assists businesses in tackling intricate challenges using scalable, forward-thinking technology. Our expertise lies in software architecture, enterprise solutions, custom software development, and AI d
Highlights
$25,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Cape Town, Western Cape, Za
Services Provided+1 Services
35% Custom Web Application Development
15% Mobile App Development (iOS & Android)
20% AI Agent & Multi-Agent System Development
15% AI Strategy & Roadmap Consulting
AI Summary
“Warp Development is a global custom software and AI consulting firm delivering scalable, tailored enterprise solutions that enhance efficiency, foster growth, and provide competitive advantage across industries.”
Klarmind Pty Ltd
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At Klarmind, we offer Azure consulting services tailored for businesses in Sydney, particularly in the northern beaches area. Whether you're new to cloud technology, upgrading outdated systems, transitioning current workloads to the cloud, or enhancing your existing Azure setup, we deliver effective
Highlights
$50-99/hr
Avg Hourly Rate
2-9
Employees
Narrabeen, New South Wales, Au
Services Provided
20% AI Agent & Multi-Agent System Development
70% Cloud Consulting & SI
10% Other IT Consulting and SI
AI Summary
“Klarmind Pty Ltd specializes in delivering tailored Azure consulting services, assisting Sydney businesses with cloud adoption, system upgrades, workload migration, and enhancing existing cloud infrastructure.”
startelelogic
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Startelelogic is a reliable technology partner for leading global communication companies, such as Vodafone, Reliance, Route Mobile, Robi Axiata, PwC, and others. We focus on CCaaS, CPaaS, Telco APIs, and our unique AI agent and Generative AI platform, offering innovative solutions that promote effi
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Noida, Uttar Pradesh, In
Services Provided+1 Services
18% Custom Web Application Development
25% Mobile App Development (iOS & Android)
7% E-Commerce Development
30% Generative AI
AI Summary
“Startelelogic partners with global telecom leaders, delivering AI-driven communication platforms, custom software, mobile apps, and digital transformation solutions to enhance efficiency and business growth.”
img media - marketing de performance
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Agence spécialisée en Google Ads. Nous accompagnons les petites et moyennes entreprises pour obtenir des résultats concrets et quantifiables grâce à leurs investissements publicitaires sur Google Ads.
Highlights
10-49
Employees
Services Provided+11 Services
10% Pay Per Click
8% Performance Marketing
3% Search Engine Optimization (SEO)
2% Content Marketing Strategy
AI Summary
“Img Media specializes in Google Ads, supporting small and medium businesses to achieve measurable results and optimize their advertising investments effectively across digital platforms.”
Rivenox - Global Consultancy
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Rivenox is a digital presence and development agency that focuses on e-commerce, omnichannel strategies, and leveraging AI to improve customer experiences, brand visibility, and conversions. We have achieved growth by hiring industry-leading professionals who offer valuable insights and expertise to
Highlights
10-49
Employees
Dubai, Dubayy, Ae
Services Provided+1 Services
23% BI & Big Data Consulting & SI
20% AI Agent & Multi-Agent System Development
7% Generative AI
30% Custom Web Application Development
AI Summary
“Rivenox is a digital agency specializing in e-commerce, AI, and omnichannel strategies, offering platform management, AI development, and expert consulting to enhance client growth globally.”

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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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