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

Carnelian Technologies LLC
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Carnelian Technologies is an AI-driven software testing and quality assurance firm based in Dubai, boasting nine years of experience in assisting well-funded startups to deliver superior software more rapidly. We focus on comprehensive quality assurance, encompassing functional and automation testin
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Dubai, Dubayy, Ae
Services Provided+1 Services
10% IT Staff Augmentation
10% Other IT Consulting and SI
5% AI Agent & Multi-Agent System Development
45% Generative AI
AI Summary
“Carnelian Technologies, based in Dubai, offers AI-driven software testing and quality assurance services, enabling startups worldwide to accelerate product delivery with expert, cost-efficient QA solutions.”
LN Webworks Private Limited
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LN Webworks is a digital engineering partner that assists organizations in stabilizing outdated platforms, integrating disconnected systems, streamlining business operations, and speeding up workflows. Their services are backed by extensive experience: they have 13 years of excellence in delivery, c
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Ludhiana, Punjab, In
Services Provided+6 Services
17% Custom Web Application Development
10% Mobile App Development (iOS & Android)
7% SaaS Product Development
13% Product UX Strategy
AI Summary
“LN Webworks Private Limited is a digital engineering partner with 13 years' experience, delivering system integration, platform modernization, and workflow optimization across 1,200+ global projects.”
SyedFarazCorp
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SyedFarazCorp is an international technology firm that provides AI automation, web development, cybersecurity, and SEO services. It was established by Syed Faraz Ahmed and caters to clients around the globe.
Highlights
2-9
Employees
Services Provided+13 Services
2% Other IT Consulting and SI
8% AI Agent & Multi-Agent System Development
2% Unified Communications Consulting & SI
8% Workflow Automation (Zapier / Make / n8n)
AI Summary
“SyedFarazCorp is a global technology company offering AI automation, web development, cybersecurity, and SEO services, founded by Syed Faraz Ahmed to serve diverse international clients.”
Direct Objective Consulting
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Direct Objective Consulting is a B2B marketing consulting and lead generation agency that helps small and medium-sized businesses achieve continuous growth in both North American and global markets. Their focus includes increasing visibility, generating demand, identifying leads, measuring outcomes,
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Montreal, Quebec, Ca
Services Provided+26 Services
4% Demand Generation Marketing
2% Search Engine Optimization (SEO)
2% Content Marketing Strategy
1% Conversion Rate Optimization (CRO)
AI Summary
“Direct Objective Consulting specializes in B2B marketing and lead generation, supporting SMEs to enhance visibility, demand, and revenue attribution across North American and global markets.”
Webrarium
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We develop and provide top-notch technical solutions for website creation and digital marketing campaigns.
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Lviv, Lviv, Ua
Services Provided+4 Services
23% Custom Web Application Development
10% Mobile App Development (iOS & Android)
8% AI-Powered Document Processing
7% AI Agent & Multi-Agent System Development
AI Summary
“Webrarium is a technology company specializing in innovative web solutions, delivering tailored digital services to enhance online presence and operational efficiency for diverse clients.”
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Neoware Technology Solutions
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We are an Information Technology firm that specializes in data, AI, and machine learning solutions aimed at improving care and outcomes for our clients.
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Piscataway, New Jersey, Us
Services Provided+4 Services
15% AI Strategy & Roadmap Consulting
10% LLM Integration & Prompt Engineering
15% Custom AI Chatbot Development
20% AI Model Fine-Tuning & Training
AI Summary
“Neoware Technology Solutions specializes in data-driven AI and machine learning technologies to enhance client care and operational outcomes across various industries.”
M4C Technologies
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M4C Technologies assists you in discovering, creating, and implementing AI solutions that make a significant impact. This includes HR chatbots, employee self-service, voice automation, text-to-speech (TTS) technology, document intelligence, and tailored AI products. We collaborate with organizations
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+1 Services
15% AI Strategy & Roadmap Consulting
13% LLM Integration & Prompt Engineering
7% AI Agent & Multi-Agent System Development
15% Custom AI Chatbot Development
AI Summary
“M4C Technologies specializes in AI-driven solutions like HR chatbots, voice automation, and document intelligence, partnering with organizations to drive innovation, efficiency, and responsible scaling.”
Black Sand Software
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We offer development services and remote teams to meet your IT and software outsourcing requirements. Our comprehensive solutions are designed to help clients create and design cutting-edge digital products.
Highlights
$10,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
10-49
Employees
Miami, Florida, Us
Services Provided+3 Services
7% AI Strategy & Roadmap Consulting
7% AI Agent & Multi-Agent System Development
13% IT Staff Augmentation
7% Other IT Consulting and SI
AI Summary
“Black Sand Software specializes in advanced software solutions, delivering innovative and reliable technology services across various industries with a focus on quality and customer satisfaction.”
Coliseum Soft
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A digital arena where creativity combines with power. We create robust software solutions that empower businesses to face challenges, dominate markets, and secure enduring success through technology, strategic planning, and unwavering execution.
Highlights
< $25/hr
Avg Hourly Rate
10-49
Employees
Faisalabad, Pk
Services Provided+7 Services
9% Mobile App Development (iOS & Android)
10% Custom Web Application Development
5% API Development & Integration
1% QA & Software Testing
AI Summary
“Coliseum Soft delivers comprehensive software solutions that integrate technology and strategic planning, enabling businesses to overcome challenges, excel in markets, and achieve lasting success.”
TaskSpace AI
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HVAC and home service companies aren’t struggling to generate leads; they are facing challenges with recovering lost revenue. This includes overlooked estimates, missed calls, forgotten past customers, and unpaid invoices. TaskSpace AI provides automated solutions and voice agents designed to help r
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+3 Services
7% CRM Consulting and SI
10% AI Agent & Multi-Agent System Development
8% Workflow Automation (Zapier / Make / n8n)
8% Custom AI Chatbot Development
AI Summary
“TaskSpace AI offers automated voice and revenue recovery solutions to HVAC and home service businesses, helping manage missed calls, unpaid invoices, and inactive leads efficiently across the U.S.”

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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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