Generate and publish a monthly membership snapshot
What It Does
Monthly generation builds member, affiliation, characteristic and count datasets at the run’s recording instant. Validation gates publication of a complete version.
The Flow
When Something Fails
Failed generation preserves the prior current version and uses the ledger retry policy. Blank captured characteristics and migration-time reconstruction have existing findings. The single generation transaction creates a scaling concern, without establishing a measured maximum customer size.