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

Muttdata
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We develop AI and data-driven technology with accuracy and empathy, simplifying complexity into scalable solutions that yield more effective business results. Beyond being mere creators, we serve as trusted advisors, seamlessly blending extensive technical knowledge with a human-focused approach to
Highlights
50-249
Employees
Buenos Aires, Ar
Services Provided+13 Services
4% AI Strategy & Roadmap Consulting
1% Workflow Automation (Zapier / Make / n8n)
4% Machine Learning Model Development
2% Custom AI Chatbot Development
AI Summary
“Muttdata delivers expert AI, data analytics, cloud consulting, and operational IT services, combining technical expertise with a responsible, client-centered approach to create scalable, impactful technology solutions.”
Consulevent
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At Consulevent, we go beyond facilitating digital transformation; we are shaping the future. We collaborate with forward-thinking enterprises eager to drive change, assisting them in rethinking, restructuring, and reimagining their operations through strategic planning, technology, and comprehensive
Highlights
50-249
Employees
Las Vegas, Nevada, Us
Services Provided+4 Services
33% Mobile App Development (iOS & Android)
8% AI Strategy & Roadmap Consulting
4% IT Staff Augmentation
7% Custom AI Chatbot Development
AI Summary
“Consulevent partners with enterprises globally to drive intelligent growth through strategic consulting, advanced technology, and scalable solutions across digital transformation, AI, cloud, and data analytics.”
Forci
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Forci is a consultancy run by two experienced CTOs who assist marketing teams in developing websites, CRMs, and MarTech stacks without relying on IT. Unlike an agency, we bring over 20 years of experience in technology and over 10 years as CTOs to directly collaborate with CMOs and marketing leaders
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
London, England, Gb
Services Provided+5 Services
10% CRM Consulting and SI
3% AI Agent & Multi-Agent System Development
5% Custom AI Chatbot Development
5% Generative AI
AI Summary
“Forci is a consultancy led by experienced CTOs offering strategic development of websites, CRMs, and MarTech solutions directly to marketing leaders with efficient, collaborative processes.”
Revotic AI Pvt. Ltd.
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RevoticAI.com serves as the online platform for Revotic AI, a technology agency focused on AI-driven automation and tailored software development for businesses. This site acts as a resource for both startups and larger enterprises to find smart solutions aimed at improving operations and fostering
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+5 Services
8% AI Strategy & Roadmap Consulting
10% Generative AI
10% AI Agent & Multi-Agent System Development
15% Custom AI Chatbot Development
AI Summary
“Revotic AI Pvt. Ltd. specializes in AI-driven automation, custom SaaS development, conversational AI, and full-stack web solutions, enhancing business efficiency and smart decision-making for startups and enterprises.”
BlankFactor
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From developing applications to migrating extensive databases, we are prepared for any challenge. Our flexible project management strategy promotes collaboration with our clients, enabling demands and solutions to adapt, which leads to complete satisfaction upon delivery. Our offerings include:
Highlights
$25,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
San Francisco, California, Us
Services Provided+5 Services
40% Custom Web Application Development
10% Blockchain & Web3 Development
13% Machine Learning Model Development
12% IT Staff Augmentation
AI Summary
“BlankFactor delivers adaptable software solutions, from application development to database migration, emphasizing collaborative project management to ensure client satisfaction and flexible, tailored outcomes.”
Meaningful
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Meaningful is a growth marketing and web agency designed for ambitious tech companies in Latin America and North America. We merge human expertise with AI to accelerate brand growth, improve search rankings, and enhance conversion rates. Established in 2021 and located in Mexico City, our team of ov
Highlights
$10,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+7 Services
8% AI Agent & Multi-Agent System Development
18% AI Strategy & Roadmap Consulting
6% Content Marketing Strategy
1% Video Marketing Strategy
AI Summary
“Meaningful is a Mexico City–based growth marketing and web agency leveraging human expertise and AI to deliver data-driven SEO, web development, design, and conversion optimization for tech companies in Latin America and North America.”
SoftwareMill
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SoftwareMill is a consulting and development firm founded in 2009. Our focus is on Scala, Kafka, Akka, and Cassandra, aiding clients in scaling their businesses through software, facilitating digital transformation, implementing event sourcing, and creating data processing pipelines. Our expertise e
Highlights
$25,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Warszawa, Masovian, Pl
Services Provided+11 Services
10% Backend Development
4% Code Review & Technical Audits
7% Custom Web Application Development
4% E-Commerce Development
AI Summary
“SoftwareMill is a consulting and development firm specializing in Scala, Kafka, Akka, and Cassandra, delivering scalable software solutions and digital transformation through proven engineering practices.”
Horizon Plus
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Horizon Plus serves as a technology partner for organizations focused on building, securing, and scaling operations by providing tailored software solutions, cybersecurity services, and strategic technology collaborations to businesses, governments, and institutions in Europe, the Middle East, and N
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Prishtina, Xk
Services Provided+6 Services
17% Custom Web Application Development
7% E-Commerce Development
10% Mobile App Development (iOS & Android)
3% AI Agent & Multi-Agent System Development
AI Summary
“Horizon Plus provides tailored software development, cybersecurity services, and strategic technology partnerships across industries in Europe, the Middle East, and North America, enhancing operational growth and security.”
Dev Centre House
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Dev Centre House Ireland is a boutique software development firm founded and based in Dublin, Ireland, with additional locations in Dubai, UAE, and Chicago, USA. Our expert teams provide software development services through our unique Software Squads-as-a-Service model, similar to Navy SEALs. As a
Highlights
$25,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Dublin, Leinster, Ie
Services Provided+8 Services
14% Custom Web Application Development
10% Mobile App Development (iOS & Android)
7% Blockchain & Web3 Development
3% API Development & Integration
AI Summary
“Dev Centre House is a global boutique software development firm specializing in custom web, mobile, blockchain, AI solutions, and SEO services, delivering exceptional results through elite software squads.”
Odysense
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Odysense is a web design and development company located in Doha, Qatar, dedicated to providing businesses throughout the GCC with innovative, scalable, and effective digital solutions. With over 12 years of expertise, we focus on creating impactful online experiences that help brands build a solid
Highlights
10-49
Employees
Qa
Services Provided+6 Services
10% AI Agent & Multi-Agent System Development
10% Software Development Services
10% Digital Strategy
10% Logo Design
AI Summary
“The inclusion of AI Agents among services indicates Odysense's proficiency in developing custom AI chatbot solutions, highlighting its role in AI & Automation categories.”

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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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