Shared encoder, many heads
One TEI pass, parallel linear/centroid heads. Cost stays near classification, not generation.
Features
What ships in the dogfood set.
Built-in catalog, not a demo taxonomy. Live scoring still requires the console or API credentials on the processing subdomain.
Deterministic PII
Email, cards (Luhn), SSN, plus India Aadhaar (Verhoeff), PAN, UPI VPA, IFSC — no extra policy IDs.
Prompt security
prompt_injection, jailbreak, system_prompt_leakage, secrets on the same request.
Compliance packs
gdpr, hipaa, soc2, audit, rbi, pci_dss, ccpa as versioned heads with fail-closed defaults.
Air-gapped ready
Health is local /ready. Config is a file snapshot. No mandatory cloud control plane.
Auditable
Request IDs, head digests, replayable scores. Thresholds change only via snapshot reload.