What this stage does
The machinery that hears about harm and tells the regulator in time: case intake from every channel, triage, coding, causality assessment, and expedited reporting against statutory clocks.
Where AI applies
Extraction and structuring from unstructured case sources, matching against coding dictionaries, and narrative drafting — under deadlines that make speed a compliance property, not just an efficiency one.