AIP-C01 Web TestEngine demo

Classify first, minimize or tokenize identifiers, and exclude them from prompts, indexes, and logs.

Send complete records to the model and rely on output filtering to remove identifiers after they have been processed.

Embed every identifier because converting sensitive text into vectors removes its privacy and compliance implications.

Store full prompts in logs for later masking because classification is reliable only after the model produces a summary.