---
title: How is personal information protected before it reaches an AI model?
description: Before any client data is sent to a model, Omega detects and replaces personal identifiers with placeholder tokens, and restores them in the response you…
---

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September 15, 2026

# How is personal information protected before it reaches an AI model?

Before any client data is sent to a model, Omega detects and replaces personal identifiers with placeholder tokens, and restores them in the response you see. The model provider does not receive the raw identifiers. This runs on every AI feature, and it fails closed — if the protection cannot run, the request does not proceed.

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