Read the plant-floor Azure IoT surface — device twins (spindles, conveyors, robotic arms, vision systems), time-series telemetry with pre-annotated alarms, downtime events with cause codes and lot ids, and per-line OEE rollups (Availability × Performance ×…
Share generated files (PDFs, charts, CSVs) with Frank by writing them to /tmp and referencing the absolute path. The frontend auto-converts /tmp paths into download links.
Build the downloadable incident brief PDF — cover + KPI strip + OEE chart + downtime timeline + root-cause narrative + supplier/material signals + recommended actions + sign-off, per SOP §7.1. Renders via the inline HTML template + Playwright.
Microsoft 365 surface — READ Frank's mailbox / Wes's calendar / OneDrive (shift reports, SOPs) AND a strict H-I-T-L workflow to draft and send an email (e.g. brief Wes on the morning incident).
Compute and plot OEE — a 7-day trend chart with target/threshold lines, an overlay of telemetry alarms and downtime stops, plus a flat CSV export. Saves /tmp/oee-trend-<plant>-line-<N>-<date>.png + .csv.
The Olympus Cleveland-plant Standard Operating Procedure — alarm thresholds, escalation matrix, supplier quality-hold rules, OEE definitions, incident-brief template requirements. Cite the section number when answering.
Read SAP S/4HANA manufacturing data — production orders, materials, vendors, plants, lines. Pivot here once the IoT signal names a `related_po_id` to find the order, the material, and the (possibly QA-blocked) vendor.
ServiceNow surface — READ existing tickets/CMDB/KB/agents for plant-floor context AND a strict H-I-T-L workflow to log a maintenance work order against a piece of equipment.