AITraining2U
Single Unit · Site Co-pilot · Live Demo

Single Unit — one SITE-PILOT agent in the site 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 site lead at Pan Borneo Lot 1 sees on their phone every morning. One agent, push-only, no dashboard. Most Malaysian construction operators should start here.

Portfolio (CEO) Single Unit (Site)
The Site

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Format
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Single-Unit Architecture for Construction — one agent, push-only Show diagram ▾ Field tablet logs Equipment IoT Roster + JKKP register SITE-PILOT Site Action Agent Reads signals · ranks tasks · pushes to phone DAILY CHECKLIST Ranked, dated, dismissible on the site lead’s phone
Three local signals → one agent → one ranked checklist. No dashboard, no chart. Push-only means the site lead never opens an app — the next task is just there. This is the entry-bar version of the operating model for construction: the other specialist agents are switched off until Phase 2.

Data inputs SITE-PILOT subscribes to

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

Today's site signals

Six derived signals the SITE-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 site 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 SITE-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 site telemetry — the same files that drive the portfolio demo. We filter to a single project_id (PRJ-0001), 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