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

    Shadesoft helps organizations speed up their AI adoption by providing strong engineering and infrastructure support. We create and develop cloud-native AI platforms, improve GPU efficiency, and handle scalable Kubernetes environments across OKE, GKE, AKS, and EKS. From establishing core infrastructu


    Highlights

    $1,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+3 Services
    5% AI Strategy & Roadmap Consulting
    8% LLM Integration & Prompt Engineering
    5% Custom AI Chatbot Development
    5% Machine Learning Model Development
    AI Summary

    “ShadeSoft.io accelerates AI adoption by delivering cloud-native platforms, optimizing GPU efficiency, and managing scalable Kubernetes infrastructures, enabling organizations to focus on AI solution development.”

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    Delta Drive is a business agency that assists startups and small enterprises in their growth by offering services in web design, branding, marketing, data analysis, and AI-driven tools.


    Highlights

    10-49

    Employees

    Services Provided+9 Services
    14% Product UX Strategy
    6% Brand Identity Design
    6% Brand Identity Design
    6% Logo Design
    AI Summary

    “Delta Drive Agency supports startups and small businesses with comprehensive services including web design, branding, marketing, data analysis, and AI-driven solutions to foster growth.”

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    DEVOIDA was established with a straightforward yet impactful conviction: that artificial intelligence and automation ought to be available to all businesses, no matter their size or sector. Our journey commenced when we observed how manual processes were hindering innovative companies from achieving


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+6 Services
    18% Custom Web Application Development
    13% API Development & Integration
    5% E-Commerce Development
    15% Mobile App Development (iOS & Android)
    AI Summary

    “DEVOIDA delivers AI-driven automation, app and system development, technical consultations, and remote developer hiring to help diverse businesses optimize operations, reduce costs, and accelerate growth.”

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    Technology Advisory & Strategy Cloud Solutions Artificial Intelligence & Data Insights


    Highlights

    $1,000+

    Min Project Size

    < $25/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+3 Services
    25% Generative AI
    15% AI Agent & Multi-Agent System Development
    20% AI Strategy & Roadmap Consulting
    15% BI & Big Data Consulting & SI
    AI Summary

    “Pace R Tech specializes in technology advisory, delivering cloud solutions and leveraging artificial intelligence and data insights to drive strategic business transformation and innovation.”

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    Galileo Studio is a company specializing in software and artificial intelligence dedicated to assisting expanding small and medium-sized businesses in optimizing their operations. We create and develop scalable digital products, deploy generative AI solutions and intelligent agents, and offer techno


    Highlights

    $25,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Las Rozas de Madrid, Madrid, Es

    Services Provided+1 Services
    33% Custom Web Application Development
    20% Generative AI
    9% AI Strategy & Roadmap Consulting
    5% AI Agent & Multi-Agent System Development
    AI Summary

    “Galileo Studio specializes in AI-driven software and technology consulting, delivering scalable digital solutions and strategic partnerships to help SMEs optimize operations and expand businesses.”

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

    Growth Partners offers AI integration and business consulting solutions aimed at small service companies in Northwest Indiana. Our main services include the creation, development, and implementation of tailored AI-driven business tools, such as systems for automated lead capture and follow-up, digit


    Highlights

    $1,000+

    Min Project Size

    2-9

    Employees

    Services Provided+3 Services
    13% AI Strategy & Roadmap Consulting
    15% Machine Learning Model Development
    15% Custom AI Chatbot Development
    8% AI Agent & Multi-Agent System Development
    AI Summary

    “Growth Partners delivers tailored AI-driven business solutions and consulting to small service companies in Northwest Indiana, enhancing automation, operations, growth, and management processes efficiently.”

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

    TrustGeeks Security Inc. is a cybersecurity and tech firm dedicated to safeguarding businesses, websites, applications, and digital infrastructures against cyber threats. We excel in areas such as penetration testing, vulnerability assessments, ethical hacking, cloud security, network security, secu


    Highlights

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Services Provided+2 Services
    5% AI Agent & Multi-Agent System Development
    8% AI Strategy & Roadmap Consulting
    12% Other IT Consulting and SI
    20% Cloud Consulting & SI
    AI Summary

    “TrustGeeks Security Inc. specializes in comprehensive cybersecurity solutions including penetration testing, cloud security, and consulting, helping businesses establish secure, reliable digital infrastructures.”

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

    Vixingo is an international company specializing in AI automation and digital transformation, boasting over a decade of experience in providing enterprise-level technology solutions globally. We assist organizations in scaling effectively through AI and workflow automation, as well as the developmen


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    1000-9999

    Employees

    Services Provided+3 Services
    10% AI Agent & Multi-Agent System Development
    14% Machine Learning Model Development
    10% Custom AI Chatbot Development
    7% E-Commerce Development
    AI Summary

    “Vixingo delivers global AI-driven automation, digital transformation, and enterprise web and mobile app solutions, enabling scalable, secure, and performance-focused technology adoption across diverse industries.”

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    WE GIVE A #ACK! - - Whatdahack?! has been assisting promising startups and businesses in bringing innovative ideas to market by providing custom software solutions that adhere to the highest industry standards and competitive pricing for over 14 years. We offer no-code, low-code, custom, or hybrid d


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    London, England, Gb

    Services Provided+4 Services
    23% Custom Web Application Development
    5% Mobile App Development (iOS & Android)
    20% Blockchain & Web3 Development
    3% Legacy System Modernization
    AI Summary

    “Whatdahack?! delivers innovative, custom software solutions including AI-driven MVPs, tokenization, and blockchain-based products across crypto, Web3, and DeFi sectors with competitive pricing.”

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

    The Orange Club is a comprehensive digital marketing and technology innovation agency located in Dubai, UAE. We are dedicated to developing advanced digital strategies and providing innovative marketing solutions through custom software development and AI to support businesses in reaching their obje


    Highlights

    $1,000+

    Min Project Size

    $150+/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+12 Services
    13% SaaS Product Development
    7% Custom Web Application Development
    5% Mobile App Development (iOS & Android)
    9% Pay Per Click
    AI Summary

    “The Orange Club Digital Agency in Dubai delivers tailored digital marketing, custom software, AI innovations, and BPO services to enhance business efficiency across diverse industries.”

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