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

4,596 Companies

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

Webmate Creative USA
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Webmate Creative is a technology firm that specializes in interactive solutions, offering services in internet consulting and development. Our emphasis is on planning and implementing successful online concepts through services like website development, web design, search engine optimization, and di
Highlights
$10,000+
Min Project Size
$150+/hr
Avg Hourly Rate
50-249
Employees
Services Provided+3 Services
13% AI Strategy & Roadmap Consulting
10% AI Agent & Multi-Agent System Development
10% Generative AI
17% Digital Strategy
AI Summary
“Webmate Creative USA is a technology firm specializing in interactive web solutions, including website development, design, SEO, and digital marketing for effective online presence.”
Cloud Pathfinder Services Inc
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Cloud Pathfinder Services Inc. (formerly Anycloud Co) is an expanding provider of IT and Development Services and Solutions, specializing in comprehensive management, architecture, and engineering. Since 2018, we have collaborated with prominent tech companies such as IBM, TELUS, Google, and CDW, al
Highlights
$25,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
10-49
Employees
Services Provided+5 Services
8% API Development & Integration
17% SaaS Product Development
8% Custom Web Application Development
5% AI Strategy & Roadmap Consulting
AI Summary
“Cloud Pathfinder Services Inc. delivers comprehensive IT solutions including cloud architecture, AI development, security compliance, DevOps, managed services, and startup consulting to diverse tech clients.”
BeSelective
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Digital Marketing Agency in India Assisting Brands in Global Expansion. BeSelective is an all-encompassing digital marketing and software development firm based in India, dedicated to helping startups, corporations, and international brands expand through performance-driven marketing, scalable techn
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+4 Services
15% Content Marketing Strategy
15% Software Development Services
15% Performance Marketing
15% Brand Film & Corporate Video
AI Summary
“BeSelective is an India-based digital marketing and software firm providing performance-driven marketing, scalable technology, and AI solutions to support global expansion for startups and corporations.”
Turntwo
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urntwo aims to achieve a single objective: transforming your marketing and customer data into a strategic advantage. We merge marketing, data, AI, technology, and your organization as an extension of your team. Our focus is on incorporating data and actionable insights into your everyday marketing e
Highlights
$1,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Services Provided+2 Services
7% AI Agent & Multi-Agent System Development
20% BI & Big Data Consulting & SI
7% CRM Consulting and SI
33% Business Intelligence (BI) Dashboard Development
AI Summary
“Turntwo integrates marketing, data, AI, and technology to transform customer information into actionable insights, enhancing strategic marketing efforts as an extension of clients' teams.”
Code To Cloud
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**About Code to Cloud Inc.** Code to Cloud Inc. is a Canadian technology advisory and cloud enablement firm that assists startups, small businesses, and expanding organizations in turning their ideas into scalable, secure, and cloud-compatible solutions. We offer part-time CTO leadership, cloud st
Highlights
$5,000+
Min Project Size
$150+/hr
Avg Hourly Rate
2-9
Employees
Services Provided+2 Services
15% Cloud Consulting & SI
15% AI Strategy & Roadmap Consulting
3% Computer Vision Solutions
10% Custom AI Chatbot Development
AI Summary
“Code to Cloud Inc. is a Canadian advisory firm offering part-time CTO leadership, cloud strategy, platform engineering, and modernization services that enable startups and businesses to build scalable, secure, and innovative cloud solutions.”
ZAPTA Technologies
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ZAPTA Technologies is a software design and development firm that assists rapidly growing startups and small to medium-sized enterprises (SMEs) in creating, scaling, and updating software products in accordance with ISO 9001-2015 standards. We aid these businesses in their digital and AI transformat
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Austin, Texas, Us
Services Provided+15 Services
15% Custom Web Application Development
8% Mobile App Development (iOS & Android)
7% API Development & Integration
4% Legacy System Modernization
AI Summary
“ZAPTA Technologies delivers ISO-certified software design and development services for startups and SMEs globally, focusing on scalable, secure, and user-centric digital and AI solutions across multiple industries.”
Valere
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Valere is an award-winning partner specializing in AI-driven value creation and delivery, offering complete AI transformation and custom software solutions that enable companies to evolve into AI-first organizations by focusing on building, learning, and scaling. Recognized as a top 1% agency on pla
Highlights
$75,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Marlborough, Massachusetts, Us
Services Provided+17 Services
10% Custom Web Application Development
8% API Development & Integration
12% SaaS Product Development
3% Legacy System Modernization
AI Summary
“Valere is an award-winning AI transformation partner delivering custom software solutions and holistic AI-native strategies for businesses, combining expert teams with scalable, cost-effective approaches.”
FRAI
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FRAI empowers small and medium-sized enterprises to function with the same accuracy and efficiency as large technology firms. We develop AI-driven automations and dependable systems that take over manual tasks, enhance operational stability, and function continuously without human intervention. By i
Highlights
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+1 Services
17% Robotic Process Automation (RPA)
7% AI Strategy & Roadmap Consulting
10% AI Agent & Multi-Agent System Development
33% Digital Strategy
AI Summary
“FRAI develops AI-driven automation and reliable systems that enable SMEs to operate efficiently like large tech firms, enhancing speed, quality, and stability without internal tech teams.”
Root Labs
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Root Labs is a web development and SEO agency dedicated to assisting small businesses in creating quick, contemporary websites that drive conversions. We manage all aspects of the process, including design, development, and search engine optimization, ensuring you have a visually appealing site that
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
Services Provided+1 Services
33% Custom Web Application Development
27% Search Engine Optimization (SEO)
7% Digital Strategy
10% AI Agent & Multi-Agent System Development
AI Summary
“Root Labs is an Oregon-based web development and SEO agency offering small businesses comprehensive services in design, development, and optimization to create impactful, easily discoverable websites nationwide.”
FairDigit
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Harmonizing Global Productivity. Operate more efficiently and transparently with practical AI-supported systems. On a global scale, the biggest issue is not the absence of tools but rather the decline of trust and challenges of scaling. FairDigit addresses both of these concerns by creating operatio
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+2 Services
50% Custom Web Application Development
18% Generative AI
7% AI Agent & Multi-Agent System Development
10% Cloud Consulting & SI
AI Summary
“FairDigit enhances global productivity by providing AI-driven systems that improve operational efficiency, transparency, and trust, addressing scalability and trust challenges worldwide.”

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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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