Work

How agents enter the field.

We publish one product delivery already in motion, and three structural scenes we meet again and again. The scenes explain the method. They are not a fake list of unnamed Fortune 500s.

Delivery01

Education · language

Chinese from zero, inside HSK 3

An AI-interactive path that takes learners from zero through the HSK 3 frame. We delivered the API, the admin console, and the technical substrate of the learning system.

Scene02

Cross-border operations · knowledge

Enterprise knowledge gate

Policy, contracts and process live in drives and chat. The scene: let authorised people — and authorised agents — ask the same citable facts.

Scene03

Operations · process

Operations workflow agent

Tickets, reconciliation, scheduling, escalation — the scene is taking one high-frequency operations flow and turning it into observable agent orchestration.

Scene04

Security · governance

Agent control plane

The pilot can already call internal systems. The scene: allow, deny, audit and revoke — before you widen permission.

Pieces marked Scene are structures we keep meeting when an agent stack has to land inside a company. They describe real constraints and real practice. They are not written in the name of an invented client.