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.

How this list is built

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

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

  1. Is this your business? Become an Edverise partner & Claim Now

    We are a product studio powered by AI, assisting businesses, creators, and innovators in turning their ideas into reality.


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    10-49

    Employees

    San Francisco, California, Us

    Services Provided
    25% AI Agent & Multi-Agent System Development
    25% Brand Identity Design
    25% Mobile App Development (iOS & Android)
    25% Search Engine Optimization (SEO)
    AI Summary

    “Euronous is an AI-driven product studio that partners with businesses, creators, and innovators to transform ideas into practical, innovative solutions across diverse industries.”

  2. Is this your business? Become an Edverise partner & Claim Now

    Fan Pier Labs is a software consulting firm located in Boston that focuses on the comprehensive development of AI-driven products. We collaborate with startups and expanding businesses to quickly transform innovative ideas into reality. Our team possesses extensive knowledge in AI and full-stack web


    Highlights

    $5,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+1 Services
    20% AI Strategy & Roadmap Consulting
    30% AI Agent & Multi-Agent System Development
    20% Custom Web Application Development
    18% Backend Development
    AI Summary

    “Fan Pier Labs is a Boston-based software consulting firm specializing in AI-driven product development, collaborating with startups to transform ideas into robust applications with full-stack expertise.”

  3. Is this your business? Become an Edverise partner & Claim Now

    Established in 2018, AaiNova is a prominent provider of next-generation technology solutions that helps companies evolve into AI-centric organizations. We utilize state-of-the-art AI, automation, and advanced analytics to create intelligent and scalable solutions that deliver tangible results. Our t


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Services Provided
    25% AI Agent & Multi-Agent System Development
    15% BI & Big Data Consulting & SI
    10% ERP Consulting and SI
    50% Mobile App Development (iOS & Android)
    AI Summary

    “Founded in 2018, AaiNova delivers AI-driven technology solutions and digital transformations across multiple regions, enabling businesses to optimize operations and accelerate growth through automation and advanced analytics.”

  4. Is this your business? Become an Edverise partner & Claim Now

    Montreal-based automation agency specializing in Pipedrive, Monday.com, and customized AI solutions for companies in manufacturing, construction, and property management. With over 18 years of experience in automation, they offer a risk-free way to automate: payment is based on results. Services off


    Highlights

    $5,000+

    Min Project Size

    2-9

    Employees

    Services Provided
    25% AI Agent & Multi-Agent System Development
    40% Robotic Process Automation (RPA)
    15% CRM Consulting and SI
    20% AI Strategy & Roadmap Consulting
    AI Summary

    “Liboiron is a Montreal-based automation agency with 18+ years' expertise, specializing in Pipedrive, Monday.com, and AI solutions for manufacturing, construction, and property management sectors.”

  5. Is this your business? Become an Edverise partner & Claim Now

    We are eDgeWrapper Technology, an IT-driven software startup approved by DPIIT under the Startup India initiative. Our company thrives on exploring innovative and advanced technologies. With a highly motivated team, we aim to deliver top-notch software solutions and support. We prioritize staying ah


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    New Town, West Bengal, In

    Services Provided+1 Services
    25% Mobile App Development (iOS & Android)
    18% Product UX Strategy
    7% UX Research & Usability Testing
    25% AI Agent & Multi-Agent System Development
    AI Summary

    “Edgewrapper Technology Private Limited is an innovative IT-driven startup delivering customized software solutions with a focus on advanced technologies and client-centric excellence.”

  6. Is this your business? Become an Edverise partner & Claim Now

    GlideX Outsourcing offers top-notch virtual staffing solutions tailored for contemporary businesses. Our virtual assistants, who are trained in medical and technical fields, collaborate efficiently with AI automation tools to boost productivity, ensure compliance, and foster sustainable growth.


    Highlights

    2-9

    Employees

    Nairobi, Ke

    Services Provided+1 Services
    25% AI Agent & Multi-Agent System Development
    18% Custom Web Application Development
    7% QA & Software Testing
    25% Managed IT Services
    AI Summary

    “GlideX Outsourcing delivers expert virtual staffing solutions, integrating skilled medical and technical assistants with AI tools to enhance productivity, compliance, and sustainable business growth.”

  7. Is this your business? Become an Edverise partner & Claim Now

    Karen Dijital is a digital agency powered by AI that focuses on contemporary web development, SEO (Search Engine Optimization), AI automation, and digital marketing strategies. We assist businesses in creating high-performance websites and scalable digital systems that draw in traffic, generate lead


    Highlights

    $1,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Bursa, Tr

    Services Provided+1 Services
    33% Custom Web Application Development
    24% AI Agent & Multi-Agent System Development
    10% Workflow Automation (Zapier / Make / n8n)
    23% Search Engine Optimization (SEO)
    AI Summary

    “Karen Dijital is an AI-powered digital agency specializing in modern web development, SEO, automation, and digital marketing to enhance business visibility, efficiency, and growth.”

  8. Is this your business? Become an Edverise partner & Claim Now

    LocaliQ is a platform that enables businesses to effectively attract and retain their ideal customers. It accelerates growth with a range of AI-driven lead management tools, digital agents, marketing automation, omnichannel campaign management, advanced reporting, and expert services. Its digital ma


    Highlights

    1000-9999

    Employees

    New York, New York, Us

    Services Provided+3 Services
    23% AI Agent & Multi-Agent System Development
    10% CRM Consulting and SI
    7% Account-Based Marketing (ABM)
    14% Demand Generation Marketing
    AI Summary

    “LocaliQ delivers AI-driven marketing and lead management solutions, combining automation, data analytics, and omnichannel campaigns to optimize customer acquisition, conversion, and revenue growth for businesses.”

  9. Is this your business? Become an Edverise partner & Claim Now

    QPillars creates AI agents that allow scientists to operate laboratory instruments using natural language, ensuring human oversight at all times. We are developing MCP (Model Context Protocol) servers for scientific equipment, which facilitate standardized AI connectivity with any laboratory hardwar


    Highlights

    $10,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Bonstetten, Ch

    Services Provided
    30% Custom Web Application Development
    20% API Development & Integration
    33% LLM Integration & Prompt Engineering
    17% AI Agent & Multi-Agent System Development
    AI Summary

    “QPillars develops AI agents and software enabling natural language control and real-time monitoring of laboratory instruments, integrating advanced scientific expertise to simplify complex lab operations.”

  10. Is this your business? Become an Edverise partner & Claim Now

    At Airowire, we provide businesses with cutting-edge network solutions designed for seamless connectivity, strong security, and readiness for the future. Our offerings encompass high-speed wired and wireless networks, comprehensive cybersecurity covering everything from endpoints to network access c


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Paris, Ile De France, Fr

    Services Provided+1 Services
    28% Managed IT Services
    22% Cybersecurity Assessments & Hardening
    15% Other IT Consulting and SI
    25% AI Agent & Multi-Agent System Development
    AI Summary

    “Airowire Networks delivers advanced, secure, and scalable wired and wireless network solutions with AI-driven monitoring, ensuring seamless connectivity and enhanced efficiency for global businesses.”

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