Data tiers and real-time

Records tell you what happened. Operations need what is happening.

Some questions are historical and some are live. A freezer drifting right now, a shipment in transit, an instrument that has stopped reporting: these are not queries against yesterday's record.

How it works

  • Live conditions and device streams are carried alongside the governed record, not in a separate system
  • A condition resolves to the material it affects, so an excursion answers what was exposed and for how long
  • Alerts are raised against the thing that matters rather than the sensor that reported it
  • Historical questions still run against the same complete, append-only record

The same connection model carries instrument output, environmental conditions and facility telemetry.

See it in a working system.

We will walk a live workflow and show this capability behind the steps it governs.