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

    For the last three decades, I have been creating and deconstructing innovations at the forefront of emerging developments.


    Highlights

    $250,000+

    Min Project Size

    $150+/hr

    Avg Hourly Rate

    2-9

    Employees

    Uddingston, Scotland, Gb

    Services Provided+3 Services
    10% AI Strategy & Roadmap Consulting
    8% AI Agent & Multi-Agent System Development
    7% Machine Learning Model Development
    15% Go-to-Market Strategy
    AI Summary

    “360strategy leverages three decades of expertise in pioneering innovations, offering comprehensive solutions that drive emerging developments across diverse industries with strategic insight and technical proficiency.”

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    Qubitars is an AI-focused software engineering firm that collaborates with businesses and startups globally to tackle intricate digital challenges and foster significant growth. We merge extensive technical knowledge with agile development methodologies to provide AI and machine learning solutions,


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    10-49

    Employees

    Gujranwala, Pk Punjab, Pk

    Services Provided+9 Services
    10% Custom Web Application Development
    5% Mobile App Development (iOS & Android)
    10% Backend Development
    8% API Development & Integration
    AI Summary

    “Qubitars Technologies is an AI-driven software engineering firm delivering customized AI, machine learning, cloud-native solutions, and full lifecycle services to diverse industries, enabling digital transformation and growth.”

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    Explore how our innovative and technological solutions can revolutionize your business. Our expert team is committed to providing high-quality services that foster growth and achievement.


    Highlights

    $25,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Anand, Gujarat, In

    Services Provided+5 Services
    17% Custom Web Application Development
    12% Mobile App Development (iOS & Android)
    5% API Development & Integration
    8% AI Agent & Multi-Agent System Development
    AI Summary

    “HUMBINGO CONSULTANCY SERVICES LLP delivers innovative technological solutions and expert services designed to drive business growth, efficiency, and achievement across diverse sectors.”

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    Mataaf Technology is a comprehensive software development firm that provides contemporary, scalable, and user-centric digital solutions. We assist startups and established businesses in creating dependable products, ranging from web and mobile applications to SaaS platforms, AI technologies, and API


    Highlights

    $1,000+

    Min Project Size

    2-9

    Employees

    Indore, Madhya Pradesh, In

    Services Provided+9 Services
    10% Custom Web Application Development
    8% Mobile App Development (iOS & Android)
    8% API Development & Integration
    8% SaaS Product Development
    AI Summary

    “Mataaf Technologies delivers innovative, scalable digital solutions including web, mobile, SaaS, AI, and API integrations, supporting startups and enterprises with high-quality user-centric software development.”

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    Inorg is a global strategic solutions provider that helps organizations achieve substantial growth. With expertise in all phases of business transformation—design, build, operate, and ascend—they offer a wide array of services. Their offerings include AI-driven talent acquisition to secure top talen


    Highlights

    $1,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    50-249

    Employees

    Services Provided+3 Services
    5% Generative AI
    13% AI Strategy & Roadmap Consulting
    8% AI Model Fine-Tuning & Training
    5% AI Agent & Multi-Agent System Development
    AI Summary

    “Inorg is a global strategic solutions provider offering AI-driven talent acquisition, operational efficiency, and innovative services like talent-, workspace-, and innovation-as-a-service to drive business growth.”

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

    Plenaura Technologies is a studio focused on AI products. We develop smart software solutions from inception to completion. Our services assist businesses in implementing AI-driven features and systems on their platforms, such as intelligent automation, customer insights tools, voice interfaces, and


    Highlights

    2-9

    Employees

    Services Provided+2 Services
    10% IT Staff Augmentation
    10% Other IT Consulting and SI
    10% AI Agent & Multi-Agent System Development
    25% Custom AI Chatbot Development
    AI Summary

    “Plenaura Technologies develops comprehensive AI-driven software solutions, managing full project lifecycles to deliver practical, customized tools that enhance business operations and customer engagement.”

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

    NEKLO LLC is a bespoke software development firm that creates solutions for various sectors including Healthcare, Marketing, Construction, FinTech, Energy, and more. With over 200 specialists and more than 300 completed projects since its inception in 2009, NEKLO offers software consulting, complete


    Highlights

    $10,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    50-249

    Employees

    Services Provided+10 Services
    5% Legacy System Modernization
    7% Frontend Development
    7% Mobile App Development (iOS & Android)
    8% Backend Development
    AI Summary

    “NEKLO LLC delivers bespoke, secure, and scalable software solutions across diverse industries, enabling digital transformation, accelerated market expansion, and enhanced business growth through expert development and consulting.”

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    HiveRift is a performance-oriented digital solutions agency that supports startups, small and medium-sized enterprises, and large corporations in their growth through web development, mobile applications, AI solutions, and digital marketing. Having worked with over 387 clients in more than 10 countr


    Highlights

    10-49

    Employees

    Services Provided+12 Services
    8% Custom Web Application Development
    7% Mobile App Development (iOS & Android)
    3% API Development & Integration
    2% E-Commerce Development
    AI Summary

    “HiveRift is a digital solutions agency delivering customized web, mobile, AI, and marketing services to startups and enterprises, driving growth across India and internationally.”

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    INYSTER specializes in creating tailored web applications for businesses that require more than just standard off-the-shelf software. We provide proof of concepts (POCs) in 2-4 weeks and minimum viable products (MVPs) in 4-8 weeks, all developed internally by a senior architect. There is no subcontr


    Highlights

    $5,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    Services Provided+3 Services
    35% Custom Web Application Development
    10% API Development & Integration
    5% E-Commerce Development
    13% Generative AI
    AI Summary

    “INYSTER develops bespoke web applications and automates business processes using modern technologies, delivering fast, in-house solutions with full client code ownership and remote support across industries.”

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

    Evoke, previously known as DsgnStory, is a branding firm that converts daring concepts into memorable identities.


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+11 Services
    10% Brand Identity Design
    7% Logo Design
    3% Graphic Design
    1% Wireframing & Prototyping
    AI Summary

    “Evoke specializes in branding, UI/UX design, AI-powered marketing solutions, digital marketing, and custom web app development, delivering cohesive and innovative brand identities and digital experiences.”

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