src/demo/demo_script.md

FactoryFlow — 3-Minute Judge Demo

Open the app at http://localhost:7860 (or the HF Space URL). The sensor feed and live inference panel start polling automatically.

0:00 — Hook (15s)

"Unplanned downtime costs manufacturers $50k per hour. FactoryFlow eliminates it by connecting a vibration sensor directly to autonomous procurement — no humans in the loop except the final budget approval."

0:15 — Show the sensor (30s)

Point at the anomaly score chart and the Live Inference panel:

"This is a bearing on a CNC spindle. MOMENT — a time-series foundation model — is running on AMD MI300X right now, scoring every FFT window in under 50ms. Right now we're in the normal band; score around 0.3."

(Optional flex) Pull up the terminal where python -m src.inference.rocm_check showed the AMD device name and VRAM — that's the proof MOMENT is GPU-served.

0:45 — Trigger failure (30s)

Click Imminent failure. Watch the score climb past 0.85 within a few polls:

"The model picks up the bearing's characteristic 85 Hz BPFO fault frequency. Score 0.92, RUL down to roughly 6 hours."

1:15 — Run the agent cycle (45s)

Click ▶ Run agent cycle. The log streams in real time:

"The Engineer Agent reads the latest window, identifies it as a bearing fault, and looks up SKU-BRG-6205. The Procurement Agent — Qwen3-8B on AMD — queries three suppliers via Apify and picks the best price-vs-RUL trade-off: BearingPoint at $47, two-day delivery."

2:00 — Auth + payment (30s)

The same cycle continues into Proxlock and X402 in the same log:

"Proxlock authorizes — only the factory lead's identity unlocks the budget. Approved. X402 fires the programmable payment. Transaction ID sim_…, simulated for the demo but the call shape is identical to live."

2:30 — Close (30s)

"Sensor spike to confirmed PO: under a minute. Every component runs on AMD: MOMENT for inference, Qwen3-8B for agent reasoning. The MCP-connected factory floor isn't a roadmap item — it's running on screen."

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Recovery cues if something goes wrong

• Chart isn't updating. Click Normal then Imminent failure to force a state change; that re-arms the simulator and the next poll will land.
• Run agent cycle hangs. The OpenAI/vLLM call is slow. Talk to the auth + payment slide while you wait — it's the same scripted beat.
• Procurement returns no action. The Engineer flagged the score as routine. Click Imminent failure again and re-run.