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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4,596 Companies

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

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Ortomize
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Ortomize assists companies in removing repetitive tasks and achieving efficient scaling by utilizing AI-driven automation. We create personalized workflows that conserve time, minimize mistakes, and allow your team to concentrate on growth. Our services range from CRM automation to document manageme
Highlights
$50-99/hr
Avg Hourly Rate
Lagos, Lagos, Ng
Services Provided
30% AI Agent & Multi-Agent System Development
20% AI Strategy & Roadmap Consulting
50% Generative AI
AI Summary
“Ortomize leverages AI-driven automation to streamline business processes, creating customized workflows that enhance efficiency, reduce errors, and support scalable growth across various operational areas.”
NetNova
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Colleghiamo le aziende all'innovazione digitale. Siamo un'agenzia web con sede a Bolzano che combina strategia mirata e creatività tangibile per definire l'identità digitale delle imprese. In un mercato in costante cambiamento, assistiamo i nostri clienti nella realizzazione di soluzioni web raffina
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
Services Provided+1 Services
33% AI Agent & Multi-Agent System Development
27% Custom Web Application Development
7% E-Commerce Development
20% Web App UI Design
AI Summary
“NetNova, a Bolzano-based web agency, blends targeted strategy and creativity to deliver refined, functional digital solutions, enhancing business identity and driving tangible results in evolving markets.”
Sitemaker Lab
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Sitemaker Lab is a high-end web development and AI automation agency located in Guwahati, Assam. We create quick, conversion-oriented websites and smart automation solutions for startups, small and medium enterprises, and hospitality businesses throughout India. Established in 2024 by Kunal Brahma (
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Guwahati, Assam, In
Services Provided+5 Services
10% Custom Web Application Development
4% Mobile App Development (iOS & Android)
6% Backend Development
5% Frontend Development
AI Summary
“Sitemaker Lab is a Guwahati-based web development and AI automation agency delivering tailored, fixed-price digital solutions to startups, SMEs, and hospitality clients across India with direct founder collaboration.”
Tech Arc Labs
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Tech Arc Labs is a UK-based development agency specializing in AI, assisting businesses in creating smarter, quicker, and more versatile software. We collaborate with startups, scale-ups, and enterprises in the US, UK, and worldwide. Our four main services focus on leveraging AI effectively: 1. **
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Calgary, Alberta, Ca
Services Provided+2 Services
8% AI Strategy & Roadmap Consulting
5% LLM Integration & Prompt Engineering
10% Custom AI Chatbot Development
17% AI Agent & Multi-Agent System Development
AI Summary
“Tech Arc Labs is a UK-based AI development agency delivering rapid, intelligent software solutions across industries, specializing in AI audits, enablement, MVP development, and autonomous agent systems worldwide.”
Better Faster Cheaper Automation
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Better Faster Cheaper assists expanding businesses in saving time, reducing expenses, and enhancing operations by removing repetitive tasks and optimizing workflows. We create customized automation solutions that enhance lead follow-up, client onboarding, team efficiency, and data management. Our st
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Toronto, Ontario, Ca
Services Provided
15% AI Strategy & Roadmap Consulting
10% Generative AI
50% Custom AI Chatbot Development
25% AI Agent & Multi-Agent System Development
AI Summary
“Better Faster Cheaper Automation designs customized automation solutions that streamline workflows, integrate tools, and eliminate repetitive tasks, enhancing efficiency, scalability, and business growth across various operations.”
Valira AI
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Valira AI is an agency specializing in data science and artificial intelligence, utilizing cutting-edge technology to provide valuable insights and enhance business results for its clients. Our skilled team of data scientists and AI experts collaborates with clients to identify their requirements an
Highlights
$10,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Ljubljana, Si
Services Provided
35% Generative AI
40% AI Strategy & Roadmap Consulting
25% AI Agent & Multi-Agent System Development
AI Summary
“Valira AI specializes in AI and data science, delivering tailored generative AI, machine learning, and predictive analytics solutions that drive innovation and enhance business outcomes.”
Convert8
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Brands thrive by fostering authentic connections with their customers. At Convert8, we believe that outstanding customer service is key to ensuring both loyalty and increased sales. When we launched in 2019, we identified a significant issue: businesses were losing sales opportunities with every una
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Singapore, Sg
Services Provided
85% Custom AI Chatbot Development
15% AI Agent & Multi-Agent System Development
AI Summary
“Convert8 develops ALEXIO AI, an intelligent chatbot enhancing customer service by capturing sales opportunities and supporting major brands like KFC and McDonald’s across Asia.”
CRM Automates
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CRM Automates – Your Partner in Growth for GoHighLevel and Business Automation CRM Automates is a professional provider of digital solutions that specializes in GoHighLevel CRM and customized automation services. We cater to businesses, agencies, and entrepreneurs aiming to scale efficiently. Our g
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Services Provided
50% Marketing Services
25% AI Agent & Multi-Agent System Development
25% CRM Consulting and SI
AI Summary
“CRM Automates specializes in GoHighLevel CRM and business automation, offering tailored teams or flexible support to optimize workflows, marketing, and operations across diverse industries.”
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Ooblek Consulting
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Ooblek Consulting offers product development and digital transformation solutions for small and medium-sized businesses. Based in Brooklyn, NY, we operate with a remote team. Our mission is to turn ideas into reality and elevate existing products from good to exceptional.
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+2 Services
33% AI Agent & Multi-Agent System Development
20% DevOps Engineering
14% Managed IT Services
8% E-Commerce Development
AI Summary
“Ooblek Consulting provides product development and digital transformation services to small and medium businesses, leveraging a remote team to enhance and realize product potential.”
CodeFreeIQ
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CodeFreeIQ creates tailored AI solutions for small business owners, coaches, consultants, clinics, law firms, and real estate professionals who wish to streamline their operations without coding. Based in the UK, we develop and implement AI workflows, Claude-powered agents, client reporting dashboar
Highlights
$1,000+
Min Project Size
$150+/hr
Avg Hourly Rate
2-9
Employees
Rosyth, Scotland, Gb
Services Provided+1 Services
15% AI Strategy & Roadmap Consulting
15% Custom AI Chatbot Development
30% AI Agent & Multi-Agent System Development
20% Generative AI
AI Summary
“CodeFreeIQ delivers bespoke AI solutions and automation systems to help small businesses and professionals streamline operations and focus on growth without coding expertise.”

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Top AI Agent & Multi-Agent System Development Companies

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

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