What we've grown
The work is the evidence: a product we built, code we opened, and client systems running in production. Capability you can see, not claims.
S-tello Trace
Turns real work into business threads AI can act on. Once installed, it records the actual trail of work in the background — who did what, in which context, handed to whom — so scattered, perishable actions become threads AI can read. It's the soil under every delivery we make.
Read the thinking behind S-tello Trace →sumi
An ink sand-painting particle engine. The entire story on this site's homepage — deadwood, roots, rebirth — runs on it. The work is the website.
janus
A safety gatekeeper between any LLM and Home Assistant: the model proposes, the gatekeeper decides — no device in your house gets hurt by a hallucination.
His clients don't scroll. They search — so we made him the first answer.
A thousand-seat customer-service BPO, long at the top of every major platform's official service marketplace — and growth had been stuck for years. Not a traffic problem: a channel problem. This industry has zero entertainment value; clients don't scroll short video, they search the moment the need appears — and what they found was never him. We didn't join the short-video race. We built a pure-AI GEO content matrix and made him the first answer in search.
The frontline goes to subcontractors. Management goes to AI.
This BPO's frontline seats are subcontracted out. What the chairman actually owns is the layer above: winning clients, leading the team, making the calls — exactly where AI belonged, and the one place no one had touched. He built AI into that layer: his own time back from the daily reports, a management team that runs AI on its own, and cross-analysis that surfaces what no human review could find.
The faster it grew, the more operations leaked — until the system learned to check itself
In a growth-stage company, operations are the first thing to buckle. Volume climbs, but the process still runs on people, memory, and a few veterans holding it together — and one departure breaks a whole line. This company straightened out its process first, then handed it to AI: operations that ran on sheer manpower became a system that runs, and checks, itself.