Add ai-plan ingest that stores one current booked fact per provider-account × plan × period. Subscriptions become recurring commitments; usage top-ups do not. Session-level rows are rejected.
Add SQLite-backed cost ledger with import/summary CLI, cron-friendly evaluate command with federation emit, and dogfood evidence artefact generation from fixture CSVs.
