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

C
Codeloop
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Codeloop Software is a group of engineers and AI experts located in Ahmedabad, India, dedicated to creating intelligent systems designed to help businesses scale. Our expertise lies in AI Agents and Automation, Custom Software Development, Mobile App Development, RAG and AI Solutions, and Business A
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
2-9
Employees
Services Provided+6 Services
7% Frontend Development
10% Mobile App Development (iOS & Android)
8% Backend Development
8% Custom Web Application Development
AI Summary
“Codeloop Software in Ahmedabad specializes in AI-driven automation, custom software, and mobile app development, delivering efficient, scalable solutions across diverse industries with proven measurable impact.”
X-Centric IT Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
**About X-Centric | IT Consulting & Technology Solutions** Established in 2006, X-Centric is a leading IT consulting company that focuses on cybersecurity, cloud services, application development, and digital transformation. With a strong history of providing secure, scalable, and innovative techn
Highlights
$10,000+
Min Project Size
$150+/hr
Avg Hourly Rate
10-49
Employees
Milwaukee, Wisconsin, Us
Services Provided+5 Services
13% IT Staff Augmentation
13% Cloud Consulting & SI
13% AI Strategy & Roadmap Consulting
7% Custom AI Chatbot Development
AI Summary
“X-Centric IT Solutions delivers tailored cybersecurity, cloud services, application development, and managed IT, leveraging two decades of expertise to drive secure and innovative digital transformation.”
Digiits Agency
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Digiits is a company specializing in digital innovation, assisting startups, enterprises, and governments in designing, building, and scaling transformative technologies. Our areas of expertise include mobile app development, web development, blockchain solutions, AI development, emerging technologi
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Accra, Greater Accra, Gh
Services Provided+4 Services
18% Custom Web Application Development
20% Mobile App Development (iOS & Android)
8% Blockchain & Web3 Development
5% Backend Development
AI Summary
“Digiits Agency delivers innovative digital solutions across app development, AI, blockchain, and consulting, enabling startups, enterprises, and governments to create and scale transformative technologies.”
Desilo Studio
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Desilo supports teams in the creator economy to accelerate their delivery, grow confidently, and maintain ownership of their growth. We combine consulting and development across four main areas: Strategy and Ideation, Digital Product Experiences, Technology and Transformation, and Go to Market and G
Highlights
$1,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
Ahmedabad, Gujarat, In
Services Provided+15 Services
6% API Development & Integration
4% Mobile App Development (iOS & Android)
2% Legacy System Modernization
8% Custom Web Application Development
AI Summary
“Desilo Studio empowers creator economy teams, offering strategy, product development, and technology integration to accelerate growth, enhance user experience, and ensure ownership and measurable ROI.”
Moro Tech
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Moro Tech assists Canadian real estate agents in retaining leads by providing an AI-driven system for lead generation and appointment scheduling. Our platform quickly engages new leads, responding in under 3 minutes and qualifying them through automated SMS, calls, and emails before scheduling appoi
Highlights
$1,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Services Provided+2 Services
17% Demand Generation Marketing
10% Conversion Rate Optimization (CRO)
7% Email Marketing & Automation
23% Custom AI Chatbot Development
AI Summary
“Moro Tech provides Canadian real estate agents with an AI-powered platform that automates rapid lead engagement, qualification, and appointment scheduling, enhancing lead conversion and efficiency.”
AndaLabX
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We are the AI Agency that delivers actual software solutions. Many AI consultancies offer you lengthy discovery phases, PowerPoint presentations, and vague assessments of AI readiness. In contrast, we provide tangible results. The key difference is that we've completed this process 47 times. We unde
Highlights
$10,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+2 Services
15% AI Strategy & Roadmap Consulting
20% LLM Integration & Prompt Engineering
15% Custom AI Chatbot Development
15% Machine Learning Model Development
AI Summary
“AndaLabX is an AI agency delivering practical AI software solutions swiftly, leveraging extensive experience to navigate challenges, optimize costs, and ensure measurable, timely results for clients.”
Constient Global Solutions
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Constient is a prominent software development company boasting more than 13 years of industry experience. With a significant footprint in the USA, UK, and India, we've built a solid reputation for catering to a wide range of clients, both domestically and abroad. Our team adopts an agile methodology
Highlights
$1,000+
Min Project Size
50-249
Employees
Chennai, Tamil Nadu, In
Services Provided+8 Services
6% AI Strategy & Roadmap Consulting
4% Custom AI Chatbot Development
5% Machine Learning Model Development
4% AI Model Fine-Tuning & Training
AI Summary
“Constient Global Solutions is a software development company with over 13 years' experience, serving clients globally through agile methodologies to deliver tailored application development solutions.”
AI Mark Labs
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We develop marketing strategies that produce quantifiable results, covering everything from brand identity to digital performance.
Highlights
$5,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Islamabad, Pk
Services Provided+6 Services
14% Custom Web Application Development
6% Mobile App Development (iOS & Android)
7% Content Marketing Strategy
6% Search Engine Optimization (SEO)
AI Summary
“AI Mark Labs specializes in crafting comprehensive marketing strategies, enhancing brand identity, and optimizing digital performance to deliver measurable business results across diverse channels.”
T
TechnoGroupOriginator
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
I will take full ownership of your project and ensure the best pricing, timelines, and quality through my extensive experience. I lead a UAE-based company that specializes in software and data science, partnering with a data science and Oracle consultancy in Hamilton, New Jersey. I have 15 years of
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
10-49
Employees
Sharjah, Sharjah, Ae
Services Provided+6 Services
15% Custom Web Application Development
13% Backend Development
10% Frontend Development
8% API Development & Integration
AI Summary
“TechnoGroupOriginator, a UAE-based firm with 15 years' tech expertise, delivers diverse software, AI, and data solutions globally, spanning web, industrial automation, and project management.”
Mindlab Technology
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Mindlab Technology is making significant strides in the embedded software development lifecycle. Here's a brief summary of what Mindlab Technology has to offer:
Highlights
$1,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+3 Services
8% AI Agent & Multi-Agent System Development
7% Generative AI
5% Robotic Process Automation (RPA)
5% Custom AI Chatbot Development
AI Summary
“Mindlab Technology specializes in advancing embedded software development lifecycle, delivering innovative solutions that enhance efficiency and reliability across various embedded systems applications.”

...

...

...

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

C

T

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.