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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We evaluate companies on verified profile data: services, pricing, locations, and portfolio. Client reviews are being collected. We may earn a fee for some placements. How we rank and verify

4,596 Companies

List of the Best AI Agent & Multi-Agent System Development Agencies

Pirxey
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Feeling overwhelmed in the expansive world of IT? Let Pirxey assist you. Our expertise in digital product development, paired with state-of-the-art AI technology and a collaborative relationship with Widelab, a premier product design agency, distinguishes us from the rest. We are dedicated to produc
Highlights
$10,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Gdansk, Pomeranian, Pl
Services Provided+5 Services
20% Mobile App Development (iOS & Android)
25% Custom Web Application Development
5% Blockchain & Web3 Development
5% AI Agent & Multi-Agent System Development
AI Summary
“Pirxey specializes in digital product development, leveraging advanced AI and partnership with Widelab to deliver high-quality, efficient IT solutions through its skilled engineering team.”
Prognos Labs
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Prognos Labs, previously known as The SnapTech Project, is an international AI consulting firm. We assist organizations worldwide in evolving their operations into intelligent systems that create meaningful impact. Our skilled engineering team develops advanced software that enhances business outcom
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+4 Services
5% AI Strategy & Roadmap Consulting
10% LLM Integration & Prompt Engineering
3% Custom AI Chatbot Development
8% Machine Learning Model Development
AI Summary
“Prognos Labs delivers advanced AI consulting and tailored software solutions, enabling enterprises to optimize operations through custom language models, intelligent systems, and scalable data-driven innovations.”
DevStarX
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DevStarX assists startups, scale-ups, and agencies in transforming ambitious ideas into impactful digital products. Our expertise lies in AI-driven platforms, mobile applications, and bespoke software — developed efficiently, accurately, and designed for growth. From the initial strategy to the fina
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Islamabad, Pk
Services Provided+5 Services
16% Custom Web Application Development
5% E-Commerce Development
12% Backend Development
10% UX Research & Usability Testing
AI Summary
“DevStarX partners with startups and agencies to deliver scalable, AI-driven digital products through expert custom software development, UI/UX design, and strategic AI integration, ensuring efficient, growth-focused solutions.”
Xyberax
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Xyberax is a leading agency specializing in custom software and intelligent automation, committed to revolutionizing the way contemporary businesses function. We focus on bridging the divide between intricate manual processes and efficient digital solutions. In today's environment, where operational
Highlights
Ardauli, It
Services Provided+4 Services
11% API Development & Integration
14% Custom Web Application Development
3% Other IT Consulting and SI
1% IT Staff Augmentation
AI Summary
“Xyberax specializes in custom software, intelligent automation, and system integration, delivering scalable, efficient digital solutions that enhance business operations and drive innovation for SMEs.”
The Outcome Engine
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The Outcome Engine assists companies in transforming costly challenges into quantifiable AI-driven outcome systems. We integrate AI agents, automation, strategic human input, workflow design, dashboards, and team playbooks to address significant business inefficiencies, including delayed lead follow
Highlights
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+8 Services
2% IT Staff Augmentation
10% AI Agent & Multi-Agent System Development
7% Machine Learning Model Development
3% Custom AI Chatbot Development
AI Summary
“The Outcome Engine leverages AI-driven systems, automation, and strategic workflows to optimize business processes and outcomes, serving SMEs, real estate, and service-focused companies effectively.”
orionic
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Orionic is a technology-focused startup dedicated to creating and utilizing artificial intelligence to enhance and streamline business operations. Emerging from the RWTH Aachen ecosystem, the company merges leading academic research with hands-on implementation skills. Its primary offerings consist
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+3 Services
8% AI Strategy & Roadmap Consulting
7% AI Agent & Multi-Agent System Development
5% BI & Big Data Consulting & SI
7% Machine Learning Model Development
AI Summary
“Orionic is a technology startup leveraging artificial intelligence to optimize business processes by integrating advanced academic research with practical implementation expertise from RWTH Aachen.”
ATP Cloud Solutions LLC
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ATP Cloud Solutions assists small and medium-sized businesses in modernizing their phone and internet services without the hassle of navigating through various vendors. As a vendor-neutral advisor through Telarus, we possess extensive knowledge of RingCentral, GoTo, and Microsoft Teams calling. Our
Highlights
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+1 Services
15% Workflow Automation (Zapier / Make / n8n)
10% AI Strategy & Roadmap Consulting
10% Other IT Consulting and SI
5% AI Agent & Multi-Agent System Development
AI Summary
“ATP Cloud Solutions streamlines communications and internet services for SMBs, offering vendor-neutral advisory, migration support, cost optimization, and improved call quality and reliability.”
LocalOps Inc.
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LocalOps provides a contemporary, cloud-agnostic internal developer platform designed for lean engineering teams utilizing AWS, Google Cloud, or Azure. This platform caters to teams that may lack DevOps expertise or face slow release cycles due to DevOps obstacles. By using LocalOps, teams can achie
Highlights
10-49
Employees
Services Provided+3 Services
5% Managed IT Services
20% Cloud Infrastructure Setup (AWS / GCP / Azure)
25% DevOps Engineering
13% AI Agent & Multi-Agent System Development
AI Summary
“LocalOps offers a cloud-agnostic developer platform enabling lean teams to deploy, monitor, and scale applications seamlessly across AWS, GCP, or Azure without DevOps complexity.”
Code Wrap Solutions
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Code Wrap Solutions is your comprehensive resource for all online marketing needs. Our dedicated team of experienced professionals is focused on delivering optimal results for you and your business. We offer services such as SEO, digital marketing, web development, graphic design, and social media m
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
2-9
Employees
Vadodara, Gujarat, In
Services Provided+2 Services
13% AI Strategy & Roadmap Consulting
10% LLM Integration & Prompt Engineering
7% AI Agent & Multi-Agent System Development
20% Generative AI
AI Summary
“Code Wrap Solutions specializes in SEO, digital marketing, web development, graphic design, and social media marketing, delivering comprehensive online marketing services in Vadodara, Gujarat, and the UK.”
NeoXR Tech & Media
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We create web-based augmented and virtual reality experiences that assist businesses in modernizing their operations and finding innovative methods to connect with customers.
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
Services Provided+1 Services
50% Custom Web Application Development
5% AI Agent & Multi-Agent System Development
5% Conversational AI & Voice Assistant Development
5% LLM Integration & Prompt Engineering
AI Summary
“NeoXR Tech & Media develops web-based augmented and virtual reality solutions that help businesses modernize operations and engage customers through innovative immersive experiences.”

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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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