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

    MDesign Studio is an agency based in Tampa that focuses on AI Visibility and Growth Systems. We assist local businesses in getting noticed, recommended, and selected in today's AI-driven search environment. While many businesses have a website and a Google listing, they often remain unseen when pote


    Highlights

    $1,000+

    Min Project Size

    Tampa, Florida, Us

    Services Provided+4 Services
    20% Search Engine Optimization (SEO)
    15% AI Strategy & Roadmap Consulting
    15% Content Marketing Strategy
    15% Digital Strategy
    AI Summary

    “With deep expertise in AI Strategy and Generative AI, MDesign Studio leads in AI & Automation, developing innovative AI visibility assessments and tools that boost client recognition on AI platforms like ChatGPT and Perplexity for competitive advantage.”

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

    Maximum of 5 Clients. AferInsight is a specialized technology consulting firm located in London, focusing on business intelligence, workflow automation, and tailored web and app development. Our approach is distinct. By limiting our client base to just five at any given time, we guarantee that each


    Highlights

    $1,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Poole, England, Gb

    Services Provided+3 Services
    30% Robotic Process Automation (RPA)
    5% AI Agent & Multi-Agent System Development
    15% BI & Big Data Consulting & SI
    13% Mobile App Development (iOS & Android)
    AI Summary

    “AferInsight, a London-based consultancy, delivers bespoke business intelligence, automation, and software development solutions, emphasizing direct expert collaboration and fixed-price, user-centric projects with high adoption.”

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    At HyperCode Solutions, we have experienced every phase of the digital product journey. Our journey began in top-tier agencies, where we refined our skills by creating products for Fortune 500 companies, adhering to the industry's highest standards. We eventually ventured out to establish our own st


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    10-49

    Employees

    Services Provided+4 Services
    20% Mobile App Development (iOS & Android)
    10% Custom Web Application Development
    3% QA & Software Testing
    12% UX Research & Usability Testing
    AI Summary

    “HyperCode Solutions leverages extensive experience and a scalable team to deliver high-quality digital products, guiding clients through development with proven expertise and quality standards.”

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    Adaptive Media Partners offers scalable AI video production for enterprises. By integrating top-tier AI technology with skilled human oversight, they enable teams to produce broadcast-quality videos in just days rather than months, all at a significantly lower cost compared to traditional methods. C


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Hong Kong, Hk

    Services Provided+2 Services
    33% Broadcast Video
    23% Video Marketing Strategy
    10% Digital Strategy
    20% Generative AI
    AI Summary

    “Adaptive Media Partners delivers scalable, AI-driven video production combining advanced technology with expert oversight, enabling enterprises to create high-quality, cost-effective videos rapidly while ensuring compliance and brand consistency.”

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

    At Massive Insights, we create AI-driven solutions that transform underutilized data into tangible business outcomes. With more than 14 years of experience, we've successfully completed thousands of projects across a wide range of industries. Currently, we are influencing how corporate teams leverag


    Highlights

    $25,000+

    Min Project Size

    10-49

    Employees

    Toronto, Ontario, Ca

    Services Provided+13 Services
    10% AI Strategy & Roadmap Consulting
    11% LLM Integration & Prompt Engineering
    9% Custom AI Chatbot Development
    13% Machine Learning Model Development
    AI Summary

    “Massive Insights Inc. leverages over 14 years of expertise to deliver AI-driven analytics solutions, transforming underutilized data into actionable business outcomes across diverse industries.”

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

    At Bit Zesty, our talented team of developers, user experience designers, and project managers is dedicated to assisting you with your digital products. We take the time to understand you, your users, and your code, collaborating closely with you to support your daily operations and foster growth. W


    Highlights

    $25,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    10-49

    Employees

    London, England, Gb

    Services Provided+10 Services
    14% Backend Development
    8% Mobile App Development (iOS & Android)
    3% E-Commerce Development
    8% Custom Web Application Development
    AI Summary

    “Bit Zesty provides expert digital product development and user experience design services, supporting diverse sectors including government, healthcare, charities, and enterprises to enhance growth and operations.”

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

    ExpandIQ serves as an AI transformation partner, assisting organizations in transitioning from experimental uses of artificial intelligence to structured and scalable implementations. We collaborate with mid-market and enterprise-level companies to pinpoint high-value opportunities and convert them


    Highlights

    $10,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+1 Services
    15% AI Strategy & Roadmap Consulting
    15% Generative AI
    13% Custom AI Chatbot Development
    7% AI Agent & Multi-Agent System Development
    AI Summary

    “ExpandIQ partners with mid-market and enterprise clients to design and implement scalable AI solutions that enhance workflows, governance, and decision-making, ensuring rapid adoption and sustainable business impact.”

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

    We create, develop, and introduce products that enable businesses to innovate, operate more efficiently, and expand.


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+2 Services
    30% Custom Web Application Development
    20% Mobile App Development (iOS & Android)
    13% AI Agent & Multi-Agent System Development
    17% Machine Learning Model Development
    AI Summary

    “Byte Forge develops innovative products that enhance operational efficiency and support business growth, enabling clients to innovate and expand across various industries.”

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

    At Serengeti, our goal is to fast-track business transformation through the use of cutting-edge technologies. We collaborate with clients to effectively tackle business challenges, adopt digital transformation, and achieve industry leadership, all grounded in DevOps and Agile values while identifyin


    Highlights

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Zagreb, Grad Zagreb, Hr

    Services Provided+13 Services
    8% ERP & CRM Development
    8% Legacy System Modernization
    10% Custom Web Application Development
    3% AI Agent & Multi-Agent System Development
    AI Summary

    “Serengeti accelerates business transformation by leveraging advanced technologies, DevOps, and Agile methodologies, delivering over 300 projects across diverse industries with forward-thinking solutions.”

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

    SoftShark is a results-oriented software development company that integrates innovation into its core operations. We offer a diverse range of services, including Custom Software Development, Artificial Intelligence, Staff Augmentation, Data Analytics, and more. We also provide ongoing support and ma


    Highlights

    $25,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Yerevan, Am

    Services Provided+10 Services
    17% Custom Web Application Development
    10% Backend Development
    7% Frontend Development
    7% Generative AI
    AI Summary

    “SoftShark is a professional software development firm offering custom solutions, AI, data analytics, and staff augmentation, emphasizing transparency, agility, integrity, and continuous client-focused innovation.”

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