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

Fospertise
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Founded in 2019, Fospertise is a forward-thinking remote IT solutions provider. Since our inception, we have added value to over 50 small and medium-sized enterprises across various sectors globally, including health and wellness, construction, landscaping, cleaning, automotive, hospitality, hair an
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Dehiwala-Mount Lavinia, Western Province, Lk
Services Provided+10 Services
5% API Development & Integration
12% Custom Web Application Development
12% Mobile App Development (iOS & Android)
5% E-Commerce Development
AI Summary
“Fospertise is a remote IT solutions provider since 2019, delivering innovative web, mobile, AI, e-commerce, chatbot, and cloud services to SMEs across diverse global sectors.”
New Phase Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
New Phase Solutions (NPS) is a consulting-focused digital transformation firm located in South Africa, providing cutting-edge solutions that integrate business strategy, technology, and AI-powered tools. Our expertise lies in digital transformation consulting, optimizing business processes, AI and a
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Services Provided+14 Services
10% Digital Strategy
10% Other IT Consulting and SI
5% AI Agent & Multi-Agent System Development
5% AI Strategy & Roadmap Consulting
AI Summary
“New Phase Solutions is a South African digital transformation firm specializing in integrating AI, automation, cloud, and IT services to optimize business processes and drive sustainable growth.”
OrganByte
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Organ Byte is a software company focused on AI-driven solutions that assist businesses in innovating, modernizing, and accelerating their digital transformation. We create smart digital products that integrate advanced software engineering with AI capabilities, crafting solutions that are not only f
Highlights
$25,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Kissimmee, Florida, Us
Services Provided+6 Services
15% Custom Web Application Development
8% Mobile App Development (iOS & Android)
13% API Development & Integration
15% SaaS Product Development
AI Summary
“OrganByte, based in Karachi, delivers AI-driven software solutions including custom applications, SaaS, cloud services, and advanced integrations, aiding diverse industries in digital transformation and innovation.”
Synextra Ltd
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Technology is more challenging than ever, yet conventional Managed Service Providers (MSPs) remain outdated. That's where we come in. We are Synextra, a next-generation Managed Service Provider, and we're defining what a contemporary cloud partner should be. We collaborate with innovators disrupting
Highlights
10-49
Employees
Services Provided+2 Services
13% AI Strategy & Roadmap Consulting
5% AI Agent & Multi-Agent System Development
5% AI-Powered Document Processing
28% Cloud Consulting & SI
AI Summary
“Synextra Ltd. is a next-generation Managed Service Provider specializing in Azure cloud management, security, and disaster recovery, partnering with innovative businesses to accelerate cloud transformation.”
SUF Digital
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Founded in 2020, SUF Digital has quickly positioned itself as Pakistan's leading company in AI and Blockchain Product Development, raising standards for dependability, quality, and excellence in advanced technology solutions. Originally a top digital agency, it has transformed into a globally recogn
Highlights
$25,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
50-249
Employees
Karachi, Sindh, Pk
Services Provided+5 Services
5% AI Strategy & Roadmap Consulting
7% LLM Integration & Prompt Engineering
5% Custom AI Chatbot Development
7% Machine Learning Model Development
AI Summary
“Founded in 2020, SUF Digital is a global leader in AI and blockchain product development, delivering innovative technology solutions from Pakistan with expanding international presence.”
ZuZo Company Limited
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
ZuZo Ltd embarked on its journey in Ghana in 2018 with a mission to deliver affordable, high-quality IT solutions, Managed Services, and Contact Centre Services to a broad range of clients, from individuals to large enterprises. In our early years, we focused on achieving operational excellence, del
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Accra, Greater Accra, Gh
Services Provided+14 Services
4% Customer Success Program Design
9% Live Chat & Chatbot Implementation
10% Customer Support Outsourcing
2% Help Center & Knowledge Base Development
AI Summary
“ZuZo Company Limited specializes in affordable, high-quality IT and managed services, integrating AI, automation, and BPO solutions to enhance productivity and customer engagement across diverse clients.”
Brands Chamber
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We are a digital agency focused on creativity and development, dedicated to turning concepts into meaningful brand experiences. With more than 5,000 successful partnerships with clients around the globe, we assist businesses in establishing and enhancing their brand identity through innovative desig
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Houston, Texas, Us
Services Provided+10 Services
12% Mobile App Development (iOS & Android)
12% Custom Web Application Development
11% E-Commerce Development
10% Software Development Services
AI Summary
“Brands Chamber is a global digital agency specializing in creative development and innovative design, helping over 5,000 clients establish and enhance brand identity through dependable digital solutions.”
LiFet Media
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Forget one-size-fits-all marketing. We are a digital marketing and web design agency that leverages AI, automation, and CRM to develop streamlined systems that effectively enhance your business growth. We create high-converting websites, improve your SEO, oversee your social media and PPC, and craft
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Services Provided+6 Services
5% AI Agent & Multi-Agent System Development
3% Custom AI Chatbot Development
10% CRM Consulting and SI
8% AI Strategy & Roadmap Consulting
AI Summary
“LiFet Media is a digital marketing and web design agency leveraging AI, automation, and CRM to deliver comprehensive online marketing, SEO, social media, PPC, and branding solutions for business growth.”
Webito
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Webito is a digital agency that creates contemporary websites, tailored platforms, and mobile apps for expanding businesses. We collaborate with both startups and established companies to design and develop scalable digital solutions, which include business websites, WordPress projects, customized w
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Praha 5, Cz
Services Provided+10 Services
9% Mobile App Development (iOS & Android)
9% Custom Web Application Development
2% E-Commerce Development
2% Commercial Printing
AI Summary
“Webito is a digital agency offering comprehensive design and development of websites, platforms, and mobile apps, serving startups and established businesses globally with end-to-end solutions.”
Equative Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Equative Solutions is an IT consulting company based in Singapore that focuses on providing impactful, forward-thinking technology solutions. Founded by seasoned professionals in the industry, we specialize in low-code application development, generative AI products, cloud migration, and IT/business
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Singapore, Sg
Services Provided+10 Services
3% Robotic Process Automation (RPA)
3% Conversational AI & Voice Assistant Development
4% AI Strategy & Roadmap Consulting
3% AI Model Fine-Tuning & Training
AI Summary
“Equative Solutions is a Singapore-based IT consulting firm specializing in low-code development, generative AI, cloud migration, and business process consulting for diverse sectors globally.”

...

...

...

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

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.