Use case
Finance: exact tiers, proof chains, and private infrastructure.
Finance
Infrastructure collapse without losing audit posture.
Exact tiers
Use fp32/fp64 where recall, auditability, and deterministic evidence matter.
Private deployment
Keep the data-plane inside controlled infrastructure with explicit operator boundaries.
Signed evidence
Use HX-Provenance receipts for benchmark and diligence artifacts.
Atlas policy
Classify model/corpus behavior before enabling compressed or rerank-heavy serving.