Temperature-controlled operations generate constant sensor data, but in many facilities it lands in a vendor portal nobody watches, disconnected from the WMS and quality logs. Excursions are discovered on review — after product risk has already accumulated — and audit preparation means stitching together records from three systems.
If a metric matters to a decision, it must come from a source system — not a spreadsheet someone remembers to update.
This architecture ingests sensor feeds into a monitored data layer joined to WMS inventory data, so a temperature excursion is immediately linked to the product it affects. Thresholds and escalation rules are set per zone and product class by the client's quality team; alerts route with context, and every excursion and response is logged in one auditable record.
Exceptions are routed to people. Everything else runs on schedule.
Design principle
Excursions surface in minutes with the affected inventory attached, instead of at review time. Quality and audit documentation assembles from the system's own logs. The monitoring logic is the client's: inspectable, adjustable, and documented — not locked in a sensor vendor's portal.
A system you can't operate without the vendor isn't an asset. Ownership is part of the deliverable.
Design principle