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

Amalby
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Amalby is an AI automation agency located in Dubai that partners with companies in the UAE, UK, and Europe. We create tailored AI agents, n8n workflows, WhatsApp chatbots, and GEO strategies—systems that are actively utilized rather than merely demonstrated once and left aside. We avoid templates an
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided
40% AI Agent & Multi-Agent System Development
20% Workflow Automation (Zapier / Make / n8n)
30% Custom AI Chatbot Development
10% AI Strategy & Roadmap Consulting
AI Summary
“Amalby is a Dubai-based AI automation agency delivering customized AI agents, workflows, chatbots, and GEO strategies to businesses across UAE, UK, and Europe efficiently and effectively.”
Optimind Technology Solutions
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We understand the ability of the internet to enhance performance and increase profits for businesses and organizations globally by adopting modern digital strategies and technologies. Optimind Technology Solutions aims to stay competitive in the digital marketing sector, providing outstanding result
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Marikina, Metro Manila, Ph
Services Provided+1 Services
33% Mobile App Development (iOS & Android)
14% Search Engine Optimization (SEO)
10% Pay Per Click
10% Social Media Marketing
AI Summary
“Optimind Technology Solutions is a comprehensive digital marketing agency focused on leveraging the latest technologies to enhance business performance and deliver exceptional client outcomes globally.”
Blackcoat Legaltech Private Limited
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Blackcoat AI is transforming the legislative workflow by shifting legal practice from labor-intensive methods to smart decision-making, streamlined legal operations, and proactive response.
Highlights
2-9
Employees
Gurugram, Haryana, In
Services Provided
30% AI Agent & Multi-Agent System Development
70% Generative AI
AI Summary
“Blackcoat AI revolutionizes legal workflows by integrating AI-driven smart decision-making, optimizing operations, and enabling proactive responses to enhance legislative practice efficiency.”
Allegro Response
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Allegro Response is an omnichannel contact center that launched three years ago, focused on developing a technology company within our call center to create generative AI solutions, including voice, chat, email, and text virtual agents. We specialize in customer service, appointment setting, sales,
Highlights
$1,000+
Min Project Size
50-249
Employees
Austin, Texas, Us
Services Provided
70% Generative AI
30% AI Agent & Multi-Agent System Development
AI Summary
“Allegro Response is an omnichannel contact center leveraging generative AI for voice, chat, and email virtual agents, specializing in customer service, sales, and collections with adaptive hybrid technology solutions.”
Dassh AI
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Dassh.AI is a platform that uses AI to enhance behavioral and hiring intelligence, helping organizations assess candidates beyond their resumes. It combines psychology-based job modeling with advanced large language models to automate behavioral assessments, culture-fit analyses, and interview insig
Highlights
$1,000+
Min Project Size
2-9
Employees
Mumbai, Maharashtra, In
Services Provided
30% AI Agent & Multi-Agent System Development
70% Generative AI
AI Summary
“Dassh.AI leverages AI and psychology-based models to automate behavioral assessments and culture-fit analysis, streamlining recruitment with detailed insights and seamless ATS integration, enhancing hiring quality and efficiency.”
Speedbumpml
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SpeedBumpML provides valuable information on AI governance, as well as issues related to bias, fairness, model risk, and regulatory compliance. We assist teams in developing reliable and production-ready AI systems tailored for regulated sectors.
Highlights
$100,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Bowie, Maryland, Us
Services Provided
30% AI Agent & Multi-Agent System Development
70% AI Strategy & Roadmap Consulting
AI Summary
“SpeedBumpML specializes in AI governance, addressing bias, fairness, risk, and compliance to help teams build reliable, production-ready AI systems for regulated industries.”
Lidor Digital
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Lidor Digital is a digital agency located in Israel that focuses on web development, business automation, and AI-based chatbots. We create tailored technology solutions using contemporary frameworks such as Next.js and React, assisting companies in optimizing their operations through workflow automa
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Rehovot, Il
Services Provided
30% AI Agent & Multi-Agent System Development
20% CRM Consulting and SI
50% Custom Web Application Development
AI Summary
“Lidor Digital, an Israeli agency, delivers tailored web development, AI chatbots, and business automation solutions using modern frameworks to enhance operational efficiency and growth.”
Martal Group
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Since 2009, Martal Group has been assisting B2B organizations in increasing their revenue through effective outbound strategies that can shorten sales cycles by 25%. Our approach has been successful for over 2,000 B2B brands across more than 50 industries worldwide, from startups to Fortune 500 comp
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
250-999
Employees
Oakville, Ontario, Ca
Services Provided+3 Services
14% Outbound Lead Generation
7% Cold Email Campaign Management
10% Sales Development Representative (SDR) Services
3% Appointment Setting Services
AI Summary
“Martal Group specializes in B2B sales outsourcing, integrating AI-driven lead generation, appointment setting, and digital marketing to accelerate complex sales cycles and revenue growth globally.”
Servia - Best Customer Support Software 2026
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Servia is a meticulously designed AI helpdesk platform created to address the actual customer support issues encountered by contemporary businesses. With industry knowledge, ongoing product advancements, and top-tier security measures, Servia empowers support teams to work assuredly. The platform em
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
50-249
Employees
Services Provided
34% AI Agent & Multi-Agent System Development
33% Custom Web Application Development
33% Live Chat & Chatbot Implementation
AI Summary
“Servia is an AI-driven helpdesk platform offering secure, efficient customer support solutions with automation and insightful analytics to enhance team performance and business success.”
INNERGYS
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INNERGYS is an Indian web development agency that focuses on creating websites, web applications, mobile apps, and e-commerce solutions. With more than 20 years of experience, our team of Indian developers offers offshore development and IT outsourcing services to startups, small and medium-sized en
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Tiruchirappalli, Tamil Nadu, In
Services Provided+2 Services
14% Custom Web Application Development
10% Mobile App Development (iOS & Android)
8% E-Commerce Development
2% API Development & Integration
AI Summary
“INNERGYS is an experienced Indian web development agency offering offshore web, mobile app, and e-commerce development services to startups, SMEs, and global enterprises.”

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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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