Mongkorn Labs designs and ships agentic AI, document intelligence platforms, and full-stack software for elite events, finance teams, and operators who require precise, auditable outcomes — not demos.
§ 01 The Practice
Agentic AI is the headline. The full range — document intelligence, ML engineering, and full-stack platforms — is the backbone that makes autonomous systems actually ship.
Hybrid agentic + deterministic architectures that reason, call tools, and write back to ground-truth systems. Built on FastAPI, Google ADK, Cloud Run, Cloud Tasks. Auditable by design.
Production ML for invoices, contracts, and unstructured records. Custom-trained extractors, retrieval pipelines, and the workflow glue that turns paper into posted entries.
React, Node, MongoDB on Google App Engine. Event platforms running live for heads-of-state gatherings. Twilio SMS, calendar integrations, observability built in.
Demos are easy. Shipping autonomous systems that survive a regulator, an auditor, and the third week of production — that is craft. We do the latter.
— The Mongkorn Labs Editorial Standard§ 02 Selected Work
MMXXIV — present · Codename
Full-stack event management platform serving heads-of-state gatherings and the upper register of professional convenings. SMS door check-in, calendar-aware RSVP, master-detail UI, MongoDB Atlas index work at production scale.
MMXXVI · Codename
Hybrid agentic + deterministic platform for multi-venue sponsorship contract accounting. FastAPI, Gemini via Google ADK, Cloud Run, Cloud Tasks for async journal entry processing into the system of record.
MMXXIII — present · Codename
Self-hosted GPU mining management platform with a consumer companion client and self-custody wallet. FastAPI + React + Python agent architecture mirroring the farm / worker / flight-sheet model of incumbent tools.
MMXV — MMXVIII · Codenames
Early-Ethereum-era engagements: smart-contract document authenticity for an enterprise operations group, and a municipal blockchain infrastructure pilot bringing on-chain accountability to a national street-lighting program. Roots in decentralized infrastructure that still inform the systems we ship today.
§ 03 The Stance
Mongkorn Labs is a 1099 consultancy — not an agency, not a staffing shop. Engagements are senior-led from first call to deploy. We take few clients, ship to production, and stay until the system is steady.
The bench is closed for new work · Watch this page