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

    Devzish is a leading software development and technical staffing company that supports businesses in expanding their tech teams with highly skilled developers and IT professionals. We offer exceptional software development services and flexible talent, allowing for smooth integration with your curre


    Highlights

    $5,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Services Provided+2 Services
    35% Custom Web Application Development
    15% Mobile App Development (iOS & Android)
    10% Machine Learning Model Development
    5% Robotic Process Automation (RPA)
    AI Summary

    “Devzish is a software development and staffing company providing skilled IT professionals and tailored development services to support business growth and project success.”

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

    Plate Lunch Collective is an AI search optimization agency located in Aiea, Hawaii, that focuses on generative engine optimization (GEO), answer engine optimization (AEO), and retrieval layer optimization for discovering content across various platforms. Established in 2004, we recognized early on t


    Highlights

    $1,000+

    Min Project Size

    2-9

    Employees

    Services Provided+1 Services
    25% Generative AI
    5% AI Agent & Multi-Agent System Development
    20% AI Strategy & Roadmap Consulting
    35% Digital Strategy
    AI Summary

    “Plate Lunch Collective, based in Hawaii since 2004, specializes in AI-driven search optimization across platforms, enhancing content discoverability via generative and answer engine techniques globally.”

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    Binitex, established in 2007 in Eastern Europe, focuses on software development. The company is committed to providing high-quality software services that meet client needs. Binitex offers a comprehensive suite of services, such as application development outsourcing, business process solutions, con


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    10-49

    Employees

    Daugavpils, Daugavpils Municipality, Lv

    Services Provided+5 Services
    15% Mobile App Development (iOS & Android)
    10% E-Commerce Development
    20% Custom Web Application Development
    5% Legacy System Modernization
    AI Summary

    “Binitex, founded in 2007 in Eastern Europe, offers comprehensive software development, consulting, and integration services, delivering advanced, high-quality solutions and fostering long-term client partnerships.”

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

    Grank is a digital marketing agency located in Poznań, Poland. We assist small and medium-sized service businesses in attracting more qualified leads and establishing scalable sales systems. Our primary services include: - Optimizing Google Business Profiles and local SEO - Setting up and managing


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Poznan, Greater Poland, Pl

    Services Provided+5 Services
    8% Pay Per Click
    10% Search Engine Optimization (SEO)
    2% Performance Marketing
    20% Google Ads Management
    AI Summary

    “GRank is a Poznań-based digital marketing agency specializing in integrated lead generation, sales process design, and automation for scalable growth in service businesses across Poland.”

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

    Monolithia Pvt. Ltd. is a results-oriented IT firm located in Kerala, India, focusing on application development, modernization, cloud services, and AI solutions. We cater to rapidly growing mid-market businesses and startups seeking measurable returns on their technology investments—not just functi


    Highlights

    $5,000+

    Min Project Size

    $50-99/hr

    Avg Hourly Rate

    2-9

    Employees

    Kochi, Kerala, In

    Services Provided+6 Services
    10% Mobile App Development (iOS & Android)
    4% E-Commerce Development
    20% Custom Web Application Development
    10% Cloud Consulting & SI
    AI Summary

    “Monolithia Private Limited is an Indian IT firm specializing in application development, modernization, cloud, and AI services, delivering measurable business outcomes for growing enterprises.”

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

    We don’t merely connect engineers with companies; we provide comprehensive engineering solutions. For over 15 years, Bonzzu has collaborated with Fortune 100 firms and rapidly growing startups to tackle their most pressing engineering issues, ranging from technical architecture and complete project


    Highlights

    50-249

    Employees

    Services Provided+2 Services
    33% Backend Development
    33% Product UX Strategy
    12% Generative AI
    5% AI Agent & Multi-Agent System Development
    AI Summary

    “Bonzzu partners with Fortune 100 and startups to provide trusted, scalable engineering solutions across Latin America, delivering long-term full-cycle projects and specialized engineering teams in diverse technologies.”

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

    Out2Sol Global is a prominent IT outsourcing and software company located in Jeddah, Saudi Arabia, offering services throughout the Middle East and Europe. We focus on custom software development and provide tailored solutions for web, desktop, and mobile applications on iOS, Android, and Windows pl


    Highlights

    $5,000+

    Min Project Size

    50-249

    Employees

    Jeddah, Sa

    Services Provided+7 Services
    14% Mobile App Development (iOS & Android)
    11% Custom Web Application Development
    3% AI Agent & Multi-Agent System Development
    5% AI Strategy & Roadmap Consulting
    AI Summary

    “Out2Sol Global is a Saudi-based IT outsourcing firm offering custom software development, Microsoft solutions, AI chatbots, and strategic consulting to support digital transformation and growth.”

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

    Infraworx is a premier managed IT services provider located in North Sydney, offering high-quality IT solutions to small and medium-sized businesses throughout Greater Sydney since 2006. Our primary services include: - Managed IT Services & IT Support - Cybersecurity Solutions & Security Monitoring


    Highlights

    $1,000+

    Min Project Size

    $100-149/hr

    Avg Hourly Rate

    10-49

    Employees

    Services Provided+2 Services
    20% Cybersecurity Assessments & Hardening
    30% Managed IT Services
    25% Other IT Consulting and SI
    20% Cloud Consulting & SI
    AI Summary

    “Infraworx is a Sydney-based managed IT service provider offering comprehensive IT support, cybersecurity, cloud services, and disaster recovery tailored for small to medium businesses since 2006.”

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

    Technocede Solutions is a tech-focused agency that specializes in branding, design, and digital development, aimed at assisting businesses in enhancing their digital presence and functioning more efficiently in a competitive landscape. The company excels in strategic branding, website design and dev


    Highlights

    $1,000+

    Min Project Size

    $25-49/hr

    Avg Hourly Rate

    2-9

    Employees

    Johannesburg South, Gauteng, Za

    Services Provided+10 Services
    7% QA & Software Testing
    13% Custom Web Application Development
    3% Wireframing & Prototyping
    5% Product UX Strategy
    AI Summary

    “Technocede Solutions delivers strategic branding, design, and digital development services to enhance businesses' digital presence, user experience, and operational growth across diverse industries.”

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

    Granite Technology Solutions has been Montana's reliable technology partner since 2003, offering comprehensive IT services throughout the Mountain West. With locations in Missoula, Bozeman, and Kalispell and statewide service, Granite is a five-time winner of the MSP501 award, acknowledged as one of


    Highlights

    10-49

    Employees

    Bozeman, Montana, Us

    Services Provided+7 Services
    5% IT Staff Augmentation
    8% Other IT Consulting and SI
    3% AI Agent & Multi-Agent System Development
    3% Custom AI Chatbot Development
    AI Summary

    “Granite Technology Solutions, a trusted Montana-based MSP since 2003, offers comprehensive IT, cybersecurity, business phone systems, and structured cabling services supported by local experts statewide.”

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