diff --git a/docs/docs/guides/tracking/redact-pii.md b/docs/docs/guides/tracking/redact-pii.md
index d354e30c225c..ce791012dfdf 100644
--- a/docs/docs/guides/tracking/redact-pii.md
+++ b/docs/docs/guides/tracking/redact-pii.md
@@ -1,8 +1,8 @@
 # Redact PII from Traces
 
-Some organizations process Personally Identifiable Information (PII) such as names, phone numbers, and email addresses in their Large Language Model (LLM) workflows. Storing this data within Weave poses compliance and security risks.
+Some organizations process Personally Identifiable Information (PII) such as names, phone numbers, and email addresses in their Large Language Model (LLM) workflows. Storing this data in Weights & Biases (W&B) Weave poses compliance and security risks.
 
-The W&B Weave _Sensitive Data Protection_ feature allows you to automatically redact Personally Identifiable Information (PII) from a [trace](../tracking/index.md) before it is sent to Weave servers. This feature integrates [Microsoft Presidio](https://microsoft.github.io/presidio/) into the Weave Python SDK, which means that you can control redaction settings at the SDK level.
+The  _Sensitive Data Protection_ feature allows you to automatically redact Personally Identifiable Information (PII) from a [trace](../tracking/index.md) before it is sent to Weave servers. This feature integrates [Microsoft Presidio](https://microsoft.github.io/presidio/) into the Weave Python SDK, which means that you can control redaction settings at the SDK level.
 
 :::important
 This feature is only available for enterprise customers, and only available in the Python SDK.