AITraining2U
Single Unit · Facility Co-pilot · Live Demo

Single Unit — one WARD-PILOT agent in the facility lead’s pocket.

The portfolio demo shows what the CEO sees every morning. This page is the other end of the same operating model: the daily ranked checklist that the facility lead at KL Damansara Specialist Hospital #1 sees on their phone every morning. One agent, push-only, no dashboard. Most Malaysian healthcare operators should start here.

Portfolio (CEO) Single Unit (Facility)
The Facility

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Format
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Single-Unit Architecture for Healthcare — one agent, push-only Show diagram ▾ EMR (last shift) Bedside IoT + telemetry Ward roster WARD-PILOT Ward Floor Agent Reads signals · ranks tasks · pushes to phone DAILY CHECKLIST Ranked, dated, dismissible on the ward nurse’s phone
Three local signals → one agent → one ranked checklist. No dashboard, no chart. Push-only means the facility lead never opens an app — the next task is just there. This is the entry-bar version of the operating model for healthcare: the other specialist agents are switched off until Phase 2.

Data inputs WARD-PILOT subscribes to

Twelve live feeds across operational systems, IoT, roster, vendor, weather, regulator, comms and competitor signals. The WARD-PILOT agent re-reads everything every 60 minutes and re-ranks the action list before the next push.

Today's ward signals

Six derived signals the WARD-PILOT agent uses to score every candidate action. These are what the agent saw at 06:00 this morning, on the day selected in the tab strip.

Daily action checklist

Push-only. The facility lead doesn’t pull a dashboard — these tasks land on their phone in this order. Mark them off as you go to feel the loop.
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0 of 0 tasks complete
Today’s shift

Today’s WARD-PILOT run log

The agent runs on a fixed schedule, not on demand. Each entry is a re-rank pass: inputs refreshed, signals recomputed, checklist re-ordered. Greyed rows are the rest of the day still to come.

How this was built

The agent reads three files of mock facility telemetry — the same files that drive the portfolio demo. We filter to a single facility_id (FAC-001), pick the latest three operating days, and let the agent generate its checklist deterministically from the day’s signals.

This page is intentionally tiny: about 200 lines of JavaScript, zero frameworks, one HTTP fetch per data file. The point is the operating model, not the chrome.

Source data: entities.csv · daily_signals.csv · agent_writebacks.jsonl