QuantForge HQ Launches 50-Agent Autonomous Enterprise Stack
Bangkok-based operator-model AI venture studio.50 specialized AI agents across 15 departments replicate the work of a Bangkok enterprise team valued at approximately $5 million per year.
For Immediate Release — Bangkok, Thailand — April 13, 2026
QuantForge HQ (qfhq.io), a Thai-owned venture studio headquartered in Bangkok, today launched the first autonomous enterprise stack of its configuration: 50 specialized AI agents operating across 15 departments, delivering business intelligence and automated execution across every function of a modern technology business. The studio runs its entire business through this stack with no full-time employees on payroll.
Each of the 50 specialized agents is configured to operate at senior-practitioner standards, retains persistent memory across months of operation, and is scoped to perform specific categories of work — drafting and reviewing production code, preparing content, drafting legal and compliance documentation, and reporting to leadership on a continuous basis — with human approval gates on any action that touches payments or production systems. Where a consumer AI is a tool an employee uses, a QuantForge agent is scoped more like a role on a team.
Aria, the COO, orchestrates all 50 agents and manages operations across every department. Cipher, the CFO, operates with GAAP, IFRS, and international tax logic. Anvil, the CTO, handles deployment, infrastructure, and security best practices. Lex, the General Counsel agent, holds PDPA, GDPR, and international compliance frameworks. Pulse, the Revenue Intelligence agent, monitors transaction activity across the portfolio. Each is configured to senior-practitioner level — not a generalist intern.
The 50-agent stack is designed to cover the functional scope of an in-house enterprise team that would cost roughly $5 million per year in fully-loaded Bangkok salaries at comparable seniority: ten senior leadership roles plus forty senior specialists. The stack runs continuously, maintains persistent context across engagements, and logs every action it takes.
QuantForge HQ enterprise engagements deploy the 50-agent stack to the client’s own infrastructure — on-premise or in the client’s private cloud. Client data never leaves the client environment. Engagements progress through four phases: Connect, Diagnose, Stage and CTO-Approve, and Monitor. Every proposed change is tested first in a backup environment, reviewed by the client’s CTO, then promoted to production.
“Our 50-agent stack plugs into your data, analyzes it at MBA level, turns insights into actionable changes that improve efficiencies across every department, and auto-deploys them faster than any human engineering team — under parameters set by your CTO. 24/7 monitoring. Automated fixes. Real-time execution.”
— Sam Choksi, QuantForge HQ
QuantForge HQ was built entirely in Bangkok by a Thai citizen, without foreign capital, and is part of Thailand’s growing AI ecosystem. Sam Choksi has roughly twenty years of experience in web and digital business. QuantForge HQ enterprise engagements are available to clients globally — all work is delivered digitally.
Inquiries are reviewed within 48 hours at qfhq.io. See the 50-agent stack running live at qfhq.io/live.
About QuantForge HQ
QuantForge HQ is believed to be Southeast Asia’s first operator-model AI venture studio. 50 specialized AI agents across 15 departments replicate the work of a Bangkok enterprise team valued at approximately $5 million per year. Built in Bangkok by a Thai citizen. The same stack is now offered to enterprise clients on the client’s own infrastructure.
Media Contact: Sam Choksi, QuantForge HQ — sam@qfhq.io · +66 84 150 9904
Web: qfhq.io · qfhq.io/live · samchoksi.com