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

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

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

    CercaLabs is a consulting firm specializing in healthcare technology and operations that assists organizations in updating intricate systems, workflows, and data environments. We collaborate with healthcare providers, payers, nonprofits, and health-tech companies to create, execute, and enhance scal


    Highlights

    $25,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    2-9

    Employees

    Orange, California, Us

    Services Provided+2 Services
    15% Robotic Process Automation (RPA)
    10% Other IT Consulting and SI
    5% AI Agent & Multi-Agent System Development
    4% IT Staff Augmentation
    AI Summary

    “CercaLabs is a healthcare technology consulting firm delivering tailored automation, data integration, and software solutions to optimize complex clinical and administrative operations for diverse health organizations.”

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

    Triangle Tech, located in Morrisville, is a managed IT services provider catering to small and medium-sized businesses in the Raleigh-Durham Triangle area. Established in 2024, the company offers a wide range of services, including managed IT, help desk assistance, cybersecurity, cloud solutions, ne


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Morrisville, North Carolina, Us

    Services Provided+4 Services
    8% IT Staff Augmentation
    5% AI Agent & Multi-Agent System Development
    5% Machine Learning Model Development
    5% Custom AI Chatbot Development
    AI Summary

    “Triangle Tech, based in Morrisville, provides managed IT services, cybersecurity, cloud solutions, and web development to local small and medium businesses, ensuring reliable 24/7 support and rapid response.”

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

    We serve as the growth consulting partner for B2B SaaS, specializing in content, AI search, and video, all focused on driving revenue.


    Highlights

    $5,000+

    Min Project Size

    2-9

    Employees

    Toronto, Ontario, Ca

    Services Provided+9 Services
    5% Search Engine Optimization (SEO)
    5% Video Marketing Strategy
    3% Social Media Marketing
    2% Performance Marketing
    AI Summary

    “Squid Media is a growth consulting partner for B2B SaaS, specializing in content strategy, AI-powered search solutions, and video services to drive revenue growth.”

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

    High Tech Sparrow is a founder-driven product agency focused on assisting startups and businesses in designing, developing, and launching digital products. Since our establishment in 2020, we have successfully delivered over 150 digital products for clients in the US, UK, Canada, Australia, India, a


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Services Provided+4 Services
    15% Mobile App Development (iOS & Android)
    5% E-Commerce Development
    14% Custom Web Application Development
    8% AI Agent & Multi-Agent System Development
    AI Summary

    “High Tech Sparrow is a founder-driven product agency specializing in designing and launching diverse digital products including mobile apps, SaaS, and AI solutions globally since 2020.”

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

    Tomorrow Ate Today is a faith-driven holding company founded on a straightforward concept: valuable tools shouldn't be exclusive to organizations with large financial resources. Jude serves as a dedicated virtual employee, always available for interaction through chat or voice. Jude Bible Study is a


    Highlights

    2-9

    Employees

    Services Provided+2 Services
    5% AI Agent & Multi-Agent System Development
    9% Generative AI
    15% Custom AI Chatbot Development
    5% AI Strategy & Roadmap Consulting
    AI Summary

    “Tomorrow Ate Today is a faith-driven holding company offering AI-powered virtual assistants and customized chatbots to enhance engagement, lead generation, and customer support across businesses.”

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

    RBK Business World is your reliable ally for establishing and growing your business globally. We focus on assisting entrepreneurs, startups, and established businesses in registering their companies in crucial international markets such as the UAE, UK, USA, and Singapore. Our comprehensive services


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    10-49

    Employees

    Services Provided+3 Services
    10% Cloud Consulting & SI
    10% CRM Consulting and SI
    10% AI Strategy & Roadmap Consulting
    8% AI Agent & Multi-Agent System Development
    AI Summary

    “RBK Business World specializes in global company formation, banking, tax registration, compliance, and licensing, facilitating seamless business setup and expansion in key international markets.”

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

    In the past ten years, our IT company has stood out for its commitment to delivering innovative solutions to our valued clients. Manhattan Tech Ventures is a group of companies, each excelling in different areas. Among them is Manhattan Communications (India) Pvt Ltd, a Digital Agency with offices i


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    50-249

    Employees

    Mumbai, Maharashtra, In

    Services Provided+9 Services
    10% Mobile App Development (iOS & Android)
    10% E-Commerce Development
    13% Custom Web Application Development
    10% Backend Development
    AI Summary

    “Manhattan Tech Ventures is a global IT group delivering innovative digital marketing, multicultural media campaigns, and software solutions, serving diverse clients across multiple industries with continuous innovation.”

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

    We are a group of IT experts committed to delivering creative solutions and driven by a passion for addressing our clients' needs with outstanding quality.


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    ABO, Ar

    Services Provided+8 Services
    20% Mobile App Development (iOS & Android)
    30% Custom Web Application Development
    5% IT Staff Augmentation
    5% Unified Communications Consulting & SI
    AI Summary

    “Grupo KELSOFT is an IT expert group dedicated to delivering innovative and high-quality technology solutions tailored to meet diverse client needs effectively.”

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

    NETWORK Automation Labs is a technology consulting firm located in Lekunberri (Navarra, Spain), focusing on business process automation with or without artificial intelligence for companies, small and medium-sized enterprises (SMEs), and professionals. We assess each client's workflows to pinpoint r


    Highlights

    $1,000+

    Min Project Size

    10-49

    Employees

    Services Provided+2 Services
    14% Custom AI Chatbot Development
    8% AI Agent & Multi-Agent System Development
    7% AI Strategy & Roadmap Consulting
    5% Conversational AI & Voice Assistant Development
    AI Summary

    “NETWORK Automation Labs delivers tailored business process automation and AI solutions—including chatbots, intelligent agents, and knowledge bases—for SMEs and professionals, enhancing efficiency without altering existing infrastructures.”

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

    MetaTaaraka™ AI Innovations: Your Essential AI & IT Partner in India. MetaTaaraka™ AI Innovations is a leading technology company in India that specializes in the convergence of advanced AI research and comprehensive IT services. We serve as a crucial link for international consultancies and global


    Highlights

    $50,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Mansoorabad, Telangana, In

    Services Provided+7 Services
    3% Workflow Automation (Zapier / Make / n8n)
    2% IT Staff Augmentation
    5% Machine Learning Model Development
    5% AI Agent & Multi-Agent System Development
    AI Summary

    “MetaTaaraka™ AI Innovations Pvt Ltd specializes in advanced AI research and comprehensive IT services, enabling global companies to expand in India with cost-effective, transparent, and ethical solutions.”

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