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

Experoc
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Experoc assists startups and expanding brands in managing customer support without the stress of hiring and supervising an in-house team. We utilize advanced AI tools alongside skilled remote agents to manage your email, live chat, and social media support. As your business evolves, so do your suppo
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Services Provided+4 Services
12% Custom AI Chatbot Development
8% Conversational AI & Voice Assistant Development
5% Generative AI
4% CRM Consulting and SI
AI Summary
“Experoc provides tailored customer support solutions using AI and remote agents, adapting to evolving business needs across time zones and demand to ensure satisfaction and efficiency.”
KRAFNEXT
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
**Creating Smart Digital Enterprises** At KrafNext, we assist organizations in transforming into intelligent, scalable digital enterprises designed for smarter operations, quicker responses, and sustainable growth. In the current marketplace, simply having technology is insufficient. Organizations
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Noida, Uttar Pradesh, In
Services Provided+14 Services
3% Mobile App Development (iOS & Android)
2% E-Commerce Development
3% Legacy System Modernization
7% Custom Web Application Development
AI Summary
“KrafNext enables enterprises to achieve intelligent digital transformation by integrating technology, AI, automation, and growth strategies into scalable, efficient, and resilient business systems.”
BEAM Automation
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Beam Automation assists established Australian businesses with revenues between $2M and $50M in achieving steady and predictable revenue by creating improved automated sales funnels and systems for repeat customers, utilizing advanced CRMs, AI, and automation technologies. Our main offering, C.O.R.E
Highlights
$1,000+
Min Project Size
2-9
Employees
Services Provided+6 Services
4% AI Agent & Multi-Agent System Development
6% AI Strategy & Roadmap Consulting
15% CRM Consulting and SI
18% Go-to-Market Strategy
AI Summary
“Beam Automation empowers Australian businesses to achieve steady revenue growth through automated sales systems, leveraging advanced CRMs, AI, and their C.O.R.E. managed service for repeat customer engagement.”
D
dmgurus.com
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
DMGurus.com is a marketing agency based in Panama, focused on performance-oriented digital strategies for brands throughout Latin America and beyond. We merge creative storytelling, data analysis, and automation to achieve tangible growth for our clients. Our offerings include SEO, paid advertising,
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+6 Services
20% Web App UI Design
10% Advertising Services
10% Branding Services
10% Digital Strategy
AI Summary
“DMGurus.com is a Panama-based marketing agency delivering data-driven digital strategies, including SEO, branding, paid advertising, and AI content, tailored to diverse sectors across Latin America for measurable client growth.”
W
Weblex Solution
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Weblex Solutions focuses on providing tailored automation solutions aimed at saving time, lowering expenses, and scaling business operations. We assist organizations in removing tedious manual processes by developing intelligent, dependable, and fully customized automation systems that meet their sp
Highlights
< $25/hr
Avg Hourly Rate
Services Provided+3 Services
35% Custom Web Application Development
15% API Development & Integration
3% IT Staff Augmentation
5% Other IT Consulting and SI
AI Summary
“Weblex Solutions specializes in custom automation services, delivering intelligent systems for data extraction, lead generation, and workflow automation to optimize business efficiency and scalability.”
Iguazu
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Iguazu is a digital healthcare marketing agency based in the UK, focused on regulated digital solutions for pharmaceutical, healthcare, biotech, and medtech brands. Established in 2001, we assist clients in creating, launching, and enhancing high-quality digital experiences that navigate complex com
Highlights
$10,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
London, England, Gb
Services Provided+10 Services
12% Custom Web Application Development
5% CMS Development & Customization
7% Product UX Strategy
6% UX Research & Usability Testing
AI Summary
“Iguazu is a UK-based digital healthcare marketing agency specializing in compliant digital solutions for pharma and medtech, offering services from UX design to AI-driven content workflows.”
AutomatePeak
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
AutomatePeak assists businesses in increasing their leads and saving time through AI-driven automation systems. We create and implement workflows that automate processes such as lead generation, follow-ups, appointment scheduling, and customer interactions. Our primary objective is straightforward:
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+6 Services
5% AI Strategy & Roadmap Consulting
8% Custom AI Chatbot Development
5% Machine Learning Model Development
10% Robotic Process Automation (RPA)
AI Summary
“AutomatePeak delivers AI-powered automation solutions that optimize lead generation, follow-ups, scheduling, and customer interactions across diverse sectors, enhancing business growth and efficiency.”
smartwebi
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
SmartWebi consolidates everything in one place! Effortlessly build high-converting sales funnels, automate your marketing, manage leads, schedule appointments, and handle payments, all with the support of AI technology.
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+5 Services
7% Generative AI
2% Other IT Consulting and SI
3% AI Agent & Multi-Agent System Development
2% IT Staff Augmentation
AI Summary
“SmartWebi offers an AI-powered platform integrating sales funnels, marketing automation, lead management, appointment scheduling, and payment processing, streamlining business operations efficiently.”
Virtusoftech
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We create quick, scalable custom software solutions for emerging startups and small to medium-sized businesses—ranging from internal dashboards to client portals and comprehensive web applications. No unnecessary details—just efficient delivery.
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
2-9
Employees
Services Provided+7 Services
13% Custom Web Application Development
4% Mobile App Development (iOS & Android)
6% API Development & Integration
3% E-Commerce Development
AI Summary
“Virtusoftech delivers efficient, scalable custom software solutions for startups and SMBs, including dashboards, client portals, and full web applications with practical, streamlined development.”
Team Darphiz
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Darphiz is a leading software and digital solutions agency located in Nigeria. We collaborate with driven companies to transform their concepts into effective digital products. Our offerings range from secure payment systems and e-commerce sites to tailor-made mobile applications, all aimed at achie
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+3 Services
20% Mobile App Development (iOS & Android)
20% E-Commerce Development
10% Custom Web Application Development
15% Other IT Consulting and SI
AI Summary
“Team Darphiz is a Nigerian digital solutions agency delivering secure, scalable software including payment systems, e-commerce, and custom mobile apps to drive business success.”

...

...

...

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

D

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.