Latest updates from ZeroSight AI.
Product updates and engineering notes from the team. What we shipped, what we learned, and what comes next.
How we mask PII before the model sees it
A walkthrough of how ZeroSight detects sensitive data, replaces it with placeholders, and restores it only for the authorized reader, so the model works on structure instead of secrets.
Read Full PostYour team is already pasting customer data into AI chat. A support agent drops a whole ticket into a chatbot to draft a reply. An analyst pastes a spreadsheet row to get a quick summary. A developer pastes a stack trace that still has a live API key buried in it. None of these people are trying to leak anything. They are trying to finish something, and the fastest tool within reach happens to send whatever they type straight to a third party.
The people accountable for that data usually cannot see any of it. The tooling that watches for data loss was built for email, file shares, and endpoints. It does not sit inside a browser tab that is talking to a model provider. So the visibility a security team has everywhere else in the stack falls to zero at exactly the moment sensitive data leaves the building.
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How we edit the real Word file
A tour of the ZeroSight document engine, where the AI edits the actual .docx instead of a description of it, every change is its own revision, and the sensitive values in your document never reach the model.
How we mask PII before the model sees it
A walkthrough of how ZeroSight detects sensitive data, replaces it with placeholders, and restores it only for the authorized reader, so the model works on structure instead of secrets.