Confidential LLM Pipeline for Regulated Finance — Hide sensitive data, simplify trades, generate test data, assess risks, and manage compliance.
Find and hide sensitive information like names, IDs, and dates automatically to keep data private.
Convert detailed trade information into general categories to protect privacy while keeping important patterns.
Create realistic but fake data that looks real for testing while keeping actual identities completely safe.
Check if data is safe to send to AI by measuring privacy protection levels before sharing.
Check what goes to AI and what comes back to prevent leaks and enforce safety policies automatically.
Keep secure records of all actions, require expert approval, and verify nothing was tampered with.