product
The layer between your data and everything else
Four stages, one pass. A request enters, sensitive spans are found and replaced, the sanitized payload goes out, and the response comes back rehydrated — with a record of every transformation.
Detection
Finding the sensitive spans is the hard part, and the part that decides whether the rest matters. Divelai combines deterministic patterns with checksum validation, context-aware ML, and policy rules you write for your own field names and internal identifiers.
Sanitization
Not every field wants the same treatment. A support ticket needs the customer’s name pseudonymised consistently so the model can still reason about it; a card number needs to be gone. Choose the transform per field, per policy.
Deployment
A protocol-compatible proxy, an SDK call, a gateway sidecar, or a self-hosted install where no payload leaves your infrastructure at all.
Governance
Policies are versioned config. Every transformation writes an append-only record. Data-flow maps show which classes of data reach which vendor.