40-prototype — make it work and ship in July

Everything required to deploy a working system at LBZF Pereira by July 2026.

Subfolders

• orientation/ — what LBZF looks like today (factory, people, current workflow, raw data)
• hardware/ — BoM, Jetson, cameras, network, install runbook
• ml/ — cycle-event detection, ROI calibration, training, failure modes
• backend/ — SQLite schema, FastAPI endpoints, Excel exporter
• frontend/ — lbzfai.com pages, Auth0 roles, localization
• operations/ — install runbook execution, what changes for Ronald, on-call
• lbzf/ — consent, privacy, labor law, procurement, budget, stakeholder comms

Plus architecture.md (when written) — one-page system diagram at the top of the folder.