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

Project Joker
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We provide top-notch service with enthusiasm and genuine passion, handling various web projects, from corporate sites to complex e-commerce solutions. We offer comprehensive support from initial tech concepts to final coding. Our unique approach ensures high-quality results, driven by our passion, e
Highlights
$10,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Services Provided+1 Services
14% Custom Web Application Development
13% E-Commerce Development
7% API Development & Integration
33% Product UX Strategy
AI Summary
“Project Joker delivers comprehensive web solutions, from corporate sites to e-commerce, combining passion, skilled teamwork, and efficient processes to ensure high-quality results for diverse projects.”
SmileFlowAI
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Dentistry faces challenges such as "leakage," which includes lost leads, burnout from manual follow-ups, and disjointed software systems. Practices invest heavily in websites, advertising, and agency management yet often feel in the dark about their spending. Many practices encounter issues such as
Highlights
$1,000+
Min Project Size
2-9
Employees
San Antonio, Texas, Us
Services Provided+5 Services
33% AI Agent & Multi-Agent System Development
17% Demand Generation Marketing
7% SMS Marketing
5% Social Media Marketing
AI Summary
“SmileFlowAI offers an AI-driven SaaS platform that automates dental practice operations, enhancing patient communication, reducing manual tasks, and improving practice efficiency and ROI affordably.”
KM Creative Tech
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KM Creative Tech is an Italian digital agency that specializes in AI-powered marketing funnels, custom chatbot solutions, and high-performance websites. We assist businesses in generating qualified leads and expanding their online presence through data-driven strategies and intelligent automation. O
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Garbagnate Milanese, Lombardy, It
Services Provided+1 Services
10% E-Commerce Development
23% Custom Web Application Development
22% Search Engine Optimization (SEO)
12% Conversion Rate Optimization (CRO)
AI Summary
“KM Creative Tech is an Italian digital agency delivering AI-driven marketing funnels, custom chatbots, and optimized websites to enhance online visibility, engagement, and revenue for diverse businesses.”
Grofit Nation
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Grofit Nation is a performance-focused Business Development and Marketing Agency that assists brands in scaling efficiently and effectively. Our expertise lies in creating growth strategies grounded in data, automating marketing processes, and enhancing sales funnels to boost return on investment. W
Highlights
$1,000+
Min Project Size
10-49
Employees
Services Provided+1 Services
33% AI Agent & Multi-Agent System Development
14% Search Engine Optimization (SEO)
12% Conversion Rate Optimization (CRO)
8% Social Media Marketing
AI Summary
“Grofit Nation is a data-driven business development and marketing agency specializing in growth strategies, marketing automation, and sales funnel optimization to drive efficient and profitable brand scaling.”
Zero To Ten
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Zero to Ten is a product strategy and development agency that collaborates with startups and growth-stage companies to transform ideas into scalable digital products. We excel in providing impactful solutions in areas such as AI, B2B SaaS, and automation, efficiently progressing from an initial conc
Highlights
$10,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Round Rock, Texas, Us
Services Provided+2 Services
20% Custom Web Application Development
14% Mobile App Development (iOS & Android)
17% Product UX Strategy
8% Mobile App UI Design
AI Summary
“Zero to Ten is a product strategy and development agency partnering with startups and growth-stage companies to deliver scalable digital products through agile, results-driven approaches across AI, SaaS, and automation.”
MCL
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For over 35 years, we have been delivering high-quality, value-oriented outsourced software services to clients around the world. Our long-standing presence in the industry and consistent performance demonstrate our ability to blend technical expertise, a customer-centric approach, and innovation to
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Chadds Ford, Pennsylvania, Us
Services Provided+1 Services
15% Mobile App Development (iOS & Android)
35% Custom Web Application Development
10% Cloud Consulting & SI
30% AI Agent & Multi-Agent System Development
AI Summary
“MCL delivers high-quality outsourced software services globally for 35+ years, specializing in CTI, HCM, AI agent development, and seamless, value-driven technology solutions.”
Valenzana
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We provide AI solutions for businesses, including CRM systems and sales funnels.
Highlights
$1,000+
Min Project Size
2-9
Employees
Es
Services Provided
35% AI Agent & Multi-Agent System Development
35% AI Strategy & Roadmap Consulting
30% Custom Web Application Development
AI Summary
“Valenzana offers AI-driven solutions to enhance business operations, specializing in CRM systems and sales funnels for improved customer relationship management and sales effectiveness.”
Innosoft
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Innosoft is a contemporary IT firm focused on facilitating digital transformation and enabling businesses to attain sustainable growth through cutting-edge technology solutions. Our expertise includes website development, AI-driven chatbots, CRM systems, business process automation, mobile apps, and
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Tashkent, Tashkent, Uz
Services Provided+1 Services
22% Custom Web Application Development
12% Mobile App Development (iOS & Android)
20% Search Engine Optimization (SEO)
13% Pay Per Click
AI Summary
“Innosoft is a modern IT firm specializing in digital transformation, offering services like AI chatbots, CRM, automation, website and mobile app development to support sustainable business growth.”
Outcome Marketing
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Every time there’s a change in the agency, a VP departs, or leadership takes a new direction, your marketing resets. Campaigns often launch without a solid plan. Instead of collaborating to build a pipeline, sales and marketing teams blame each other. After a year of work, you end up with activity r
Highlights
$5,000+
Min Project Size
$150+/hr
Avg Hourly Rate
2-9
Employees
Services Provided+2 Services
33% AI Agent & Multi-Agent System Development
10% Search Engine Optimization (SEO)
10% Content Marketing Strategy
10% Demand Generation Marketing
AI Summary
“Outcome Marketing delivers unified GTM strategies combining methodology, fractional experts, and AI tools, ensuring consistent, impactful marketing execution and retained ownership across B2B digital initiatives.”
tsera agency
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Tsera Agency is a digital solutions firm that elevates ambitious brands through tailored web development, eCommerce solutions, and engaging AR experiences. Located in Georgia, we focus on creating high-performance digital solutions for innovative businesses, especially in the construction and manufa
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
Services Provided
50% Custom Web Application Development
35% AI Agent & Multi-Agent System Development
15% CRM Consulting and SI
AI Summary
“Tsera Agency delivers tailored digital solutions including web development, eCommerce, AR experiences, and AI-driven marketing, focusing on high-performance results for construction and manufacturing clients.”

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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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