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.

How this list is built

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

W
Wisescore LLC
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
WiseScore is a global company specializing in AI implementation that assists organizations in transitioning from experimental AI projects to fully operational systems with comprehensive governance from the outset. Founded in Sweden in 2021, WiseScore operates internationally through WiseScore AB in
Highlights
2-9
Employees
Stockholm, Stockholm, Se
Services Provided
50% AI Strategy & Roadmap Consulting
15% Generative AI
35% AI Agent & Multi-Agent System Development
AI Summary
“WiseScore, founded in Sweden in 2021, specializes in implementing scalable AI solutions with governance, enhancing business KPIs across sectors like finance and manufacturing globally.”
PixlNext Technology Corporation
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
ixlNext Technology Corporation is a digital technology agency located in Calgary that creates modern websites, web applications, and mobile solutions designed to promote business growth. We focus on technologies such as React, Next.js, TypeScript, and Supabase to provide scalable, secure, and high-p
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided
22% Custom Web Application Development
12% Mobile App Development (iOS & Android)
33% Product UX Strategy
33% AI Agent & Multi-Agent System Development
AI Summary
“PixlNext Technology Corporation in Calgary delivers scalable, secure web and mobile solutions using modern technologies, offering design, branding, SEO, and tailored platforms across diverse industries.”
Witebot
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Witebot is an AI automation agency located in Zurich that assists businesses in scaling effectively through sophisticated automation solutions and intelligent AI systems. We create frameworks and AI agents designed to optimize workflows, reduce repetitive tasks, and enhance productivity across vario
Highlights
$10,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Services Provided
40% AI Agent & Multi-Agent System Development
15% AI Strategy & Roadmap Consulting
25% Custom AI Chatbot Development
20% Generative AI
AI Summary
“Witebot, a Zurich-based AI automation agency, delivers tailored AI-driven solutions that optimize workflows, enhance productivity, and ensure data privacy, enabling sustained business growth and efficiency.”
Lucit Labs
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Lucit Labs is a software development partner dedicated to creating scalable and impactful digital products. We collaborate with startups and expanding businesses to design, develop, and launch tailored web platforms, mobile apps, and SaaS solutions that address genuine business needs. Our methodolog
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided
19% Mobile App Development (iOS & Android)
15% Custom Web Application Development
33% DevOps Engineering
33% AI Agent & Multi-Agent System Development
AI Summary
“Lucit Labs partners with startups and growing businesses to design, develop, and maintain scalable web, mobile, and SaaS solutions integrating strategy and architecture for long-term success.”
CEO Haus
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
CEO Haus creates tailored systems, automations, and operational frameworks for service businesses that are scaling past $500K. We collaborate with founders who, despite their outward success, feel overwhelmed by the machinery they've created to sustain it. The core issue lies in the architecture. At
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
Merrimack, New Hampshire, Us
Services Provided
35% AI Agent & Multi-Agent System Development
15% AI Strategy & Roadmap Consulting
40% Operational Process Consulting
10% Business Model Design & Validation
AI Summary
“CEO Haus specializes in creating customized systems and operational frameworks that help service businesses scaling past $500K regain time, streamline processes, and enable founders to act as true CEOs.”
Astelix
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Astelix is a top-tier digital agency focusing on AI automation, offering tailor-made AI agents, smart workflows, high-performing websites, branding, and growth strategies. Our mission is to help businesses achieve rapid growth with state-of-the-art AI solutions, including lead-generating chatbots, a
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Dhaka, Dhaka, Bd
Services Provided+1 Services
24% Custom Web Application Development
10% Mobile App Development (iOS & Android)
33% AI Agent & Multi-Agent System Development
23% Marketing Funnel Development
AI Summary
“Astelix is a digital agency specializing in AI automation, providing custom AI agents, smart workflows, high-performing websites, branding, and data-driven growth strategies for diverse global clients.”
Vision AI
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We assist companies in enhancing their intelligence through AI. At Vision AI Automation, we focus on AI agents, voice assistants, and automation systems across sectors such as eCommerce, healthcare, and real estate. Our solutions are designed to save time, reduce expenses, and improve customer inter
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Jaipur, Rajasthan, In
Services Provided+3 Services
10% AI Strategy & Roadmap Consulting
10% LLM Integration & Prompt Engineering
15% Custom AI Chatbot Development
10% Machine Learning Model Development
AI Summary
“Vision AI specializes in AI-driven voice assistants, automation, and intelligent systems tailored to industries like eCommerce, healthcare, and real estate, enhancing efficiency and customer engagement.”
DataVanta
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
At DataVanta, I assist companies in gaining insights into their sales, marketing effectiveness, and customer behavior by creating straightforward dashboards and analytics systems.
Highlights
< $25/hr
Avg Hourly Rate
Services Provided
35% AI Agent & Multi-Agent System Development
65% BI & Big Data Consulting & SI
AI Summary
“DataVanta develops clear analytics dashboards to help companies improve sales, marketing strategies, and customer behavior understanding through data-driven insights.”
Black Sheep Media LLC
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Black Sheep Media Automation creates tailor-made AI solutions and automation systems for small and medium-sized enterprises, utilizing GoHighLevel and ManyChat. We focus on automating lead follow-up, scheduling appointments, managing CRM workflows, and executing multi-channel marketing campaigns via
Highlights
$1,000+
Min Project Size
2-9
Employees
Services Provided+1 Services
35% AI Agent & Multi-Agent System Development
15% CRM Consulting and SI
15% SMS Marketing
20% Email Marketing & Automation
AI Summary
“Black Sheep Media LLC develops customized AI and automation solutions for SMEs, enhancing lead follow-up, CRM, and multi-channel marketing, serving clients locally and across the U.S.”
325 Marketing & Property Management LLC
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Empire 325 Marketing is a software and technology-focused marketing firm committed to creating the infrastructure necessary for contemporary business growth. The company emphasizes the development of sophisticated software platforms, AI technologies, and data-driven marketing strategies aimed at hel
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+1 Services
38% AI Agent & Multi-Agent System Development
13% AI Strategy & Roadmap Consulting
12% Social Media Marketing
12% Search Engine Optimization (SEO)
AI Summary
“325 Marketing & Property Management LLC specializes in integrating advanced software, AI, and data-driven strategies to build scalable, technology-enhanced marketing solutions that foster measurable business growth.”

...

...

...

Latest insights & expert perspectives

Explore data-backed surveys with inputs from top industry experts.

Stated minimum project sizes among the firms listed under software development services on Edverise, with the $50,000 band shaded

Vendor Selection

Questions to Ask a Software Development Agency: Six With Proof

A vetting script for second-round agency calls: six questions, the document each answer has to produce, and what a directory listing or a badge really proves.

Nihar Ranjan Rout

10/31/2026

Three software development quotes of $38,000, $94,000 and $210,000 converted to effective hourly rates of $79, $73 and $87.50

Vendor Selection

How to Compare Software Development Quotes Priced 5x Apart

Three bids for the same build are rarely comparable as written. A normalization checklist, a weighted grid adapted from FAR Part 15.3, and the hourly arithmetic.

Akash Mohapatra

10/31/2026

Chart of minimum project size stated by firms listed under AI agent development on Edverise, with the $50,000 band highlighted

Vendor Selection

AI Agent Development Cost: Build, Tokens, Reliability

An AI agent has three costs. Compute the monthly token bill from published list prices, then set the build quote against what listed firms actually charge.

Santanu Prasad Sahoo

10/31/2026

Check All Our Blogs

One Platform. One Promise. One Trust.

Edverise is building the trusted way to find tech vendors. List your company early, or talk to us about backing the platform.

Top AI Agent & Multi-Agent System Development Companies

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

W

Where buyers look next

Latest insights & expert perspectives

Questions to Ask a Software Development Agency: Six With Proof

How to Compare Software Development Quotes Priced 5x Apart

AI Agent Development Cost: Build, Tokens, Reliability

One Platform. One Promise. One Trust.