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The governance gate: redacting PII and PHI by default

Data protection cannot be a prompt instruction. Intercept the payload, redact, then call the model — every time.

By Niravana · 7 min read · March 12, 2025 · Security, product

Prompts are not controls

“Please don’t send Aadhaar numbers to the vendor” is not a control. A gate that strips identifiers before the request leaves your network is.

Default deny

Treat every tool call as untrusted until the governance layer says otherwise. Healthcare messaging and clinic voice products are unforgiving here — and should be.

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Domain agent taxonomies: industry → process → function

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