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

Jumpweb Digital
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
JUMPWEB Digital is a trusted Shopify expert company based in the Philippines, specializing in setup, design, marketing, and optimization since 2016. Our notable clients include GUESS, Bench, The Face Shop, Mothercare, Bounty Fresh, Tupperware, Mama Sita's, Whey King Supplements, Engkanto, Marugame U
Highlights
$10,000+
Min Project Size
$25-49/hr
Avg Hourly Rate
2-9
Employees
Services Provided+10 Services
25% E-Commerce Development
8% Search Engine Optimization (SEO)
3% Content Marketing Strategy
6% Email Marketing & Automation
AI Summary
“Jumpweb Digital, a Philippine-based Shopify expert since 2016, delivers comprehensive ecommerce solutions including setup, design, migration, development, SEO, Google Ads, and email marketing optimization.”
GTI Digital
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
GTI Digital is a comprehensive agency providing a range of services, including Digital Marketing, Website and App Development, SEO, and Social Media Management. They focus on delivering effective, cost-efficient solutions that support businesses in expanding their online presence.
Highlights
10-49
Employees
Services Provided+10 Services
8% Mobile App Development (iOS & Android)
9% Custom Web Application Development
3% E-Commerce Development
9% Mobile App UI Design
AI Summary
“GTI Digital offers comprehensive digital solutions including marketing, SEO, website and app development, and social media management to enhance business online presence effectively and affordably.”
RevCloud.io
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We tailor HubSpot to enhance your go-to-market strategy. From initial GTM operations to closing deals, RevCloud.io harmonizes systems, strategies, and processes to effectively boost revenue growth.
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+4 Services
2% AI Agent & Multi-Agent System Development
14% CRM Consulting and SI
4% Other IT Consulting and SI
20% Go-to-Market Strategy
AI Summary
“RevCloud.io customizes HubSpot to streamline go-to-market operations, integrating systems and strategies from initial planning to deal closure, facilitating effective revenue growth for businesses.”
B
BubiSoft Yazılım Teknoloji
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
BubiSoft is a worldwide software studio located in Istanbul, London, and Delaware, focused on mobile app development (iOS & Android) and SaaS platforms since 2014. What distinguishes us is our dual approach: we not only create for clients but also develop our own products. With 9 active products, in
Highlights
$10,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
10-49
Employees
Istanbul, Tr
Services Provided+6 Services
15% Mobile App Development (iOS & Android)
5% Frontend Development
10% SaaS Product Development
4% Backend Development
AI Summary
“BubiSoft is a global software studio specializing in mobile app development and SaaS platforms with expertise in native and cross-platform solutions, AI integration, and cloud services since 2014.”
OECUMENICAL TECH SOLUTION (OPC) PRIVATE LIMITED
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
We offer AI-driven automation solutions tailored for businesses of all sizes. Our product range features an AI Telecaller, AI Receptionist, WhatsApp Lead Handler, AI Voice Agent, and Social Media Management Automation. These solutions enable companies to streamline customer interactions, efficiently
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+12 Services
3% Workflow Automation (Zapier / Make / n8n)
1% Other IT Consulting and SI
3% AI Agent & Multi-Agent System Development
4% Custom AI Chatbot Development
AI Summary
“OECUMENICAL TECH SOLUTION (OPC) PRIVATE LIMITED specializes in AI-driven automation products that optimize customer interactions, lead management, and digital marketing to accelerate business growth globally.”
EXT IT GmbH
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Ihr IT-Partner aus HannoverWir bieten Ihnen moderne und umfassende IT-Lösungen, die perfekt auf Ihre Ziele abgestimmt sind. Mit unserem Fachwissen in den Bereichen Cloud, Datenschutz und Automatisierung erhalten Sie intelligente Prozesse, lokale KI und vollständige Dokumentationen – alles aus einer
Highlights
$5,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
2-9
Employees
Services Provided+8 Services
10% Cloud Consulting & SI
8% Workflow Automation (Zapier / Make / n8n)
3% CRM Consulting and SI
3% AI Strategy & Roadmap Consulting
AI Summary
“EXT IT GmbH from Hannover delivers tailored IT solutions including cloud services, data protection, automation, and managed services with proactive support, ensuring reliable, secure, and scalable IT infrastructure.”
Digitup Company UK
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Digitup is your trusted IT consulting firm focused on facilitating digital transformation through innovative solutions. We emphasize creativity, productivity, and top-quality service, ensuring that every aspect is managed with care and skill. From initial concept to final execution, we bring your vi
Highlights
$5,000+
Min Project Size
< $25/hr
Avg Hourly Rate
10-49
Employees
London, England, Gb
Services Provided+16 Services
7% ERP & CRM Development
5% E-Commerce Development
10% Custom Web Application Development
7% Mobile App Development (iOS & Android)
AI Summary
“Digitup Company UK delivers comprehensive IT consulting, offering tailored software development, innovative UI/UX design, AI-driven solutions, and robust cloud security to enable digital transformation.”
studio koko
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Studio Koko ontwikkelt op maat gemaakte software, apps en automatisering voor KMO's in België, met het hoofdkantoor in Deurne, Antwerpen. Veel van onze klanten benaderen ons met specifieke problemen: taken nemen te veel tijd in beslag, data is verspreid over verschillende locaties, of een eenvoudig
Highlights
$1,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+6 Services
13% SaaS Product Development
20% Custom Web Application Development
7% Other IT Consulting and SI
2% IT Staff Augmentation
AI Summary
“Studio Koko designs custom software, apps, and automation solutions for Belgian SMEs across industries, offering direct developer collaboration to streamline processes and consolidate data efficiently.”
Pinnacle Technologies, LLC.
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Pinnacle Technologies is a leading software development firm founded by Pablo Del Valle, who has over 20 years of experience in the industry. We focus on creating customized IT solutions that enhance growth and competitiveness for businesses of various sizes. Our team of talented developers and tech
Highlights
$5,000+
Min Project Size
$100-149/hr
Avg Hourly Rate
50-249
Employees
Services Provided+6 Services
23% Mobile App Development (iOS & Android)
10% Backend Development
7% AI Strategy & Roadmap Consulting
4% Custom AI Chatbot Development
AI Summary
“Pinnacle Technologies, LLC. delivers customized AI-driven software and mobile app development with intuitive UI/UX design and robust backend systems, enabling business growth through innovative, client-focused IT solutions.”
C
CRYPT FACTORY
View Profile Visit Website
Is this your business? Become an Edverise partner & Claim Now
Located in Casablanca, CRYPT FACTORY specializes in creating secure and scalable IT solutions for businesses in Morocco. We focus on developing resilient infrastructure rather than merely addressing issues. Our Areas of Expertise include: Cybersecurity, with services like vulnerability assessments a
Highlights
$5,000+
Min Project Size
$50-99/hr
Avg Hourly Rate
2-9
Employees
Services Provided+3 Services
4% Generative AI
3% AI Agent & Multi-Agent System Development
17% Cloud Consulting & SI
10% AI Strategy & Roadmap Consulting
AI Summary
“CRYPT FACTORY, based in Casablanca, delivers comprehensive IT solutions including cybersecurity, infrastructure design, and managed services, prioritizing resilient, compliant, and scalable technology for Moroccan businesses.”

...

...

...

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

B

C

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.