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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Edfoal services private limited
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**EdFoal — Company Overview** EdFoal is an artificial intelligence solutions provider located in Noida, India, established in 2021. Its mission is to make AI accessible, practical, and impactful for businesses of every size. The company focuses on developing tailored AI systems rather than using g
Highlights
$10,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Services Provided
40% AI Agent & Multi-Agent System Development
20% AI Strategy & Roadmap Consulting
40% Generative AI
AI Summary
“EdFoal, based in Noida, India, specializes in customized AI solutions, automation, and consultancy, enabling businesses to enhance efficiency, reduce costs, and drive measurable growth through practical AI applications.”
SalesMeUp
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SalesMeUp (salesmeup.de) is a B2B agency focused on sales enablement and lead generation, dedicated to assisting companies, especially in the DACH (Germany, Austria, Switzerland) and CEE (Central and Eastern Europe) areas, in growing their sales opportunities.
Highlights
$1,000+
Min Project Size
2-9
Employees
Wroclaw, Lower Silesian, Pl
Services Provided
25% Outbound Lead Generation
9% Lead Scoring & Qualification
33% AI Agent & Multi-Agent System Development
33% Demand Generation Marketing
AI Summary
“SalesMeUp is a B2B agency specializing in sales enablement and lead generation, supporting companies mainly in DACH and CEE regions to expand their sales opportunities.”
AutoPilotPR
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AutoPilotPR develops and deploys AI teams for small and medium-sized businesses, replacing manual marketing tasks with autonomous agents that operate continuously. Our agents manage tasks like lead responses, SEO content generation, email follow-ups, competitive analysis, social media scheduling, an
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Humacao, Puerto Rico, Pr
Services Provided
33% AI Agent & Multi-Agent System Development
25% Search Engine Optimization (SEO)
9% Content Marketing Strategy
33% Operational Process Consulting
AI Summary
“AutoPilotPR delivers tailored AI-driven marketing teams for SMBs, automating tasks like lead management and SEO, enabling efficient growth across US and Latin American markets.”
ScalingWebs
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Many professional service firms fail to recognize the revenue they forfeit with an ineffective website. We create websites that not only appeal visually but also attract clients. We've witnessed too many agencies charging exorbitant fees for designs that do not drive conversions. They showcase impre
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Tallinn, Harju, Ee
Services Provided
34% Custom Web Application Development
33% Search Engine Optimization (SEO)
33% AI Agent & Multi-Agent System Development
AI Summary
“ScalingWebs designs strategic websites for professional service firms, prioritizing conversion-focused structure, SEO, automation, and copywriting to generate qualified client inquiries and maximize revenue.”
American Dreams Marketing
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American Dreams Marketing is a digital marketing and automation agency, owned by veterans, located in La Grange, Kentucky. We provide services to small businesses across the country, assisting entrepreneurs in establishing their online presence, improving visibility on Google, and generating leads c
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
La Grange, Kentucky, Us
Services Provided+1 Services
15% Digital Strategy
25% Search Engine Optimization (SEO)
10% Content Marketing Strategy
30% AI Agent & Multi-Agent System Development
AI Summary
“American Dreams Marketing is a veteran-owned agency offering digital marketing, website design, CRM configuration, and AI-driven automation to help small businesses nationwide enhance online presence and lead generation.”
InvraSec
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InvraSec is a firm specializing in AI Red Teaming and AI Security, dedicated to identifying real-world vulnerabilities in AI systems before they pose business risks. We recreate adversarial scenarios targeting AI agents, copilots, internal LLM workflows, and customer-facing AI tools to reveal hidden
Highlights
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided
35% AI Agent & Multi-Agent System Development
20% AI Strategy & Roadmap Consulting
15% LLM Integration & Prompt Engineering
30% Generative AI
AI Summary
“InvraSec specializes in AI Red Teaming and security, uncovering vulnerabilities and misuse in AI systems to help organizations implement AI safely and responsibly.”
Acme Software
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At Acme Software, our goal is to boost digital growth by connecting ambitious business objectives with scalable technical execution. We address common frustrations in modern product development, such as messy code, communication issues, and unclear billing practices, by acting as a dedicated technic
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Westerville, Ohio, Us
Services Provided
35% Custom Web Application Development
15% Mobile App Development (iOS & Android)
33% AI Agent & Multi-Agent System Development
17% Generative AI
AI Summary
“Acme Software delivers scalable technical solutions and AI-driven workflows, bridging business goals with advanced engineering to accelerate development, modernize systems, and ensure timely, budgeted project success.”
Groovy Technoweb Pvt. Ltd.
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Groovy Web is an engineering agency that prioritizes AI in its approach. We don't just create software; we integrate AI into every aspect of our workflows. Our engineers utilize AI agents, code assistants, and multi-agent systems throughout all stages of development, from planning and design to test
Highlights
$10,000+
Min Project Size
< $25/hr
Avg Hourly Rate
50-249
Employees
Nadiad, Gujarat, In
Services Provided+1 Services
13% Mobile App Development (iOS & Android)
25% Custom Web Application Development
12% API Development & Integration
30% AI Agent & Multi-Agent System Development
AI Summary
“Groovy Technoweb Pvt. Ltd. is an AI-driven engineering agency specializing in accelerated software development, integrating AI across mobile, web, and custom application solutions for diverse industries.”
DareAISearch
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DareAI Search is an AI-driven solution aimed at enhancing search visibility for brands in the era of AI-centric search. By optimizing content for large language models (LLMs) and generative search tools such as ChatGPT and Gemini, DareAI Search guarantees that your brand is recognized, indexed, and
Highlights
10-49
Employees
Services Provided
55% AI Strategy & Roadmap Consulting
35% AI Agent & Multi-Agent System Development
10% Generative AI
AI Summary
“DareAI Search enhances brand visibility by optimizing content for AI-centric search engines and large language models, ensuring strategic digital presence in evolving AI-driven search environments.”
Appopoleis Studios
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Appopoleis creates AI production systems tailored for logistics, maritime, healthcare, and B2B operations teams. Our offerings range from custom AI agents and WhatsApp AI for business to on-site LLM infrastructure, voice-first automation, and AI-driven mobile applications. We do not offer standard s
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Mira Bhayandar, Maharashtra, In
Services Provided
35% Mobile App Development (iOS & Android)
15% API Development & Integration
33% AI Agent & Multi-Agent System Development
17% LLM Integration & Prompt Engineering
AI Summary
“Appopoleis Studios specializes in custom AI production systems across logistics, maritime, healthcare, and B2B sectors, delivering tailored solutions including AI agents, voice automation, and mobile applications.”

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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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