WHAT WE DO
AGT / AI Agents
Industry agents built on your corpus, connected to your tools and deployed under your permissions. English, Traditional Chinese and the languages your sites actually use.
View practice →Draft a bilingual reply for the site team.
I would check the permit corpus first, then draft the workflow.
AER / Aerial Systems
MFG / Intelligent Manufacturing
THE OPERATING LAYER
Most suppliers sell a product and leave integration to someone else. We stay for the interface, the workflow and the operating years.
SECTORS
Three ways the operating layer shows up in the field. Each entry goes deeper into the system, the integration and the operating model.
PARTNERS
Four ways to work with us across Hong Kong and Asia Pacific.
Co-invest, build and operate with a local partner. Clear scope, shared upside.
02Product and technology licensing for regional resellers, with training and delivery support.
03Platform, integration and acceptance under one contract, with a single delivery lead.
04Platform access on a monthly or annual term, with a defined support boundary.
INSIGHTS
AI AGENTS / FIELD NOTE
Knowledge, permissions and a workflow that someone owns after launch. The model is the easy part.
AERIAL / FIELD NOTE
The aircraft is one variable; the dock, payload and data trail decide whether the mission is useful.
INTEGRATION / FIELD NOTE
What connects, what stays manual and who owns the failure at 2 a.m. That is the scope that matters.
START A CONVERSATION
Send the site, the systems already in place, the timeline and what cannot fail. We reply within one business day.
Email the team