diff --git a/docs/whats-new.asciidoc b/docs/whats-new.asciidoc
index 5d901aab94..5d82505d18 100644
--- a/docs/whats-new.asciidoc
+++ b/docs/whats-new.asciidoc
@@ -12,9 +12,9 @@ Other versions: {security-guide-all}/8.10/whats-new.html[8.10] | {security-guide
 
 
 [float]
-== Latest risk scoring engine
+== Latest entity risk scoring engine provides greater scalability and performance
 
-The latest risk scoring engine generates risk scores on a recurring interval, and allows for easier onboarding and management. The engine is built to factor in risks from all {elastic-sec} use cases. It also allows you to customize and control how and when risk is calculated.
+The latest <<entity-risk-scoring, risk scoring engine>> generates risk scores on a recurring interval, and allows for easier onboarding and management. The engine is built to factor in risks from all {elastic-sec} use cases. It also allows you to customize and control how and when risk is calculated.
 
 With the new risk scoring engine, you can:
 
@@ -30,21 +30,25 @@ image::whats-new/images/8.11/entity-risk-score.png[Entity Risk Score page]
 [float]
 == Elastic AI Assistant enhancements 
 
+The following enhancements have been added to the Elastic AI Assistant:
+
 [float]
 === New Amazon Bedrock connector
 
 You can use Elastic's new Amazon Bedrock connector to integrate with Anthropic Claude models from AWS in the {security-guide}/security-assistant.html[Elastic AI Assistant].
 
 [float]
-=== ES|QL knowledge base
+=== New ES|QL knowledge base
 
 beta:[] With the new knowledge base enabled, {security-guide}/security-assistant.html[Elastic AI Assistant] can answer detailed questions about the Elastic Search Query Language (ES|QL), including help with generating specific queries and syntax questions.
 
 [float]
 == Detection rules and alerts enhancements
 
+The following enhancements have been added to detection rules and alerts:
+
 [float]
-=== ES|QL rule type
+=== Create ES|QL query detection rules with new ES|QL rule type
 
 Use the new {security-guide}/rules-ui-create.html#create-esql-rule[ES|QL rule type] to create detection rules that use ES|QL queries. The ES|QL rule type supports aggregating and non-aggregating queries.
 
@@ -52,31 +56,28 @@ Use the new {security-guide}/rules-ui-create.html#create-esql-rule[ES|QL rule ty
 image::whats-new/images/8.11/esql-rule.png[New ES|QL rule type]
 
 [float]
-=== Exceptions enhancements
+=== Case-sensitive values supported in rule exceptions
 
 When {security-guide}/add-exceptions.html#detection-rule-exceptions[adding exceptions to a rule], the `is one of` and `is not one of` operators now support identical, case-sensitive values – for example, `Windows` and `windows`.
 
 [float]
-=== Access to host and user prevalence
-
-{security-guide}/view-alert-details.html#expanded-prevalence-view[The host and user prevalence features] in the alert details flyout now require a https://www.elastic.co/pricing/[Platinum subscription] or higher.
-
-[float]
-== ES|QL in Timeline
+== Use ES|QL in Timeline
 
-You can use {security-guide}/timelines-ui.html#esql-in-timeline[ES|QL in Timeline] to filter, transform, and analyze event data stored in {es}. To start using ES|QL, open the the **ES|QL** tab.
+You can use {security-guide}/timelines-ui.html#esql-in-timeline[ES|QL in Timeline] to filter, transform, and analyze event data stored in {es}. To start using ES|QL, open the **ES|QL** tab.
 
 [role="screenshot"]
 image::whats-new/images/8.11/esql-tab.png[New ES|QL tab in Timeline]
 
 [float]
-== Cloud Security enhancements
+== Expanded support for Cloud security posture management (CSPM)
 
 Cloud security posture management (CSPM) capabilities have been expanded to support {security-guide}/cspm-get-started-gcp.html#cspm-set-up-manual-gcp-org[organization-wide GCP deployments], as well as {security-guide}/cspm-get-started-azure.html[single-subscription Azure deployments].
 
 [float]
 == Cases enhancements
 
+The following enhancements have been added to cases:
+
 [float]
 === Custom case fields
 
@@ -88,7 +89,7 @@ image::whats-new/images/8.11/cases-add-custom-field.png[Add custom fields to cas
 [float]
 === Connectors page renamed
 
-The page where you create and manage case connectors has been renamed to Settings.
+The page where you create and manage case connectors has been renamed to **Settings**.
 
 [role="screenshot"]
 image::whats-new/images/8.11/cases-settings.png[The case settings page]