diff --git a/src/api/public-api/query-language.md b/src/api/public-api/query-language.md
index 9b60bf4054..22a269e8eb 100644
--- a/src/api/public-api/query-language.md
+++ b/src/api/public-api/query-language.md
@@ -127,6 +127,14 @@ The following tables list the query languages's available functions.
 | Description | You can add a prefix to direct the evaluation to be relative to the timestamp of a different event.                                                            |
 | Example     | `between(7 days, 10 days)`                                                                                                                                     |
 
+| `expires_after` |                                                                                                                                                                |
+| --------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| Syntax          | `expires_after({d: Integer} {u: TimeUnit})`<br>`d` - duration value<br>u - second (s) hour (s) day (s)<br>                                                     |
+| Return Type     | `WindowedFilter`                                                                                                                                               |
+| Description     | You can add a prefix to direct the evaluation to be relative to the timestamp of a different event.                                                            |
+| Notes           | `expires_after` is meant to be used with Computed Traits in order to handle session windows.                                                                   |
+| Example         | `expires_after(1 hour)`                                                                                                                                        |
+
 
 ### Reducers
 
diff --git a/src/unify/Traits/computed-traits.md b/src/unify/Traits/computed-traits.md
index f56accfa57..218016b26c 100644
--- a/src/unify/Traits/computed-traits.md
+++ b/src/unify/Traits/computed-traits.md
@@ -32,6 +32,7 @@ Segment currently supports the following types of computed traits:
   - [Predictions](/docs/unify/traits/predictions/)
   - [Recommended Items](/docs/unify/traits/recommended-items/)
 - [Conditions](#conditions)
+- [Understanding Windows in Computed Traits](#understanding-windows-in-computed-traits)
 - [Connecting your Computed Trait to a Destination](#connecting-your-computed-trait-to-a-destination)
 - [Editing Realtime Traits](#editing-realtime-traits)
 - [Accessing your Computed Traits using the Profiles API](#accessing-your-computed-traits-using-the-profiles-api)
@@ -162,6 +163,15 @@ The following operators are available:
 - equals one of
 - contains one of
 
+## Understanding Windows in Computed Traits
+
+Computed Traits support windows, giving you control over how user activity is evaluated over time. You can choose between sliding windows and session windows, depending on how you want to define recency or engagement.
+- **Sliding Window:** Use this when you want to track actions over a rolling time frame, such as “Orders Completed in the Last 30 Days” or “Emails Opened in the Past Week.” This is ideal for measuring ongoing engagement or recent behavior trends.
+- **Session Window:** Use this to capture activity during a user’s most recent session, for example, “Count of Page Viewed events in Current Session” or “Total Purchase Amount in Current Session.” Session windows are especially useful for measuring bursts of engagement and driving personalization based on the user's current session on your site or app. Since session windows reset automatically after the defined inactivity period, the computed trait always reflects behavior from the most recent or current session.
+
+> info "Real-time support for windows"
+> Computed traits that use session windows are always created as real-time computations. Those that use sliding windows are created as batch-based computations and do not receive real-time updates.
+
 ## Connecting your computed trait to a destination
 
 Segment sends user-level computed Traits to destinations using the [Identify call](/docs/connections/spec/identify/) for user traits, or using the [Track call](/docs/connections/spec/track/) for event properties. Segment includes the trait value and property in the Identify and Track calls.
diff --git a/src/unify/product-limits.md b/src/unify/product-limits.md
index 44979fe2ac..0b7d76e9f4 100644
--- a/src/unify/product-limits.md
+++ b/src/unify/product-limits.md
@@ -50,6 +50,8 @@ Visit Segment's [pricing page](https://segment.com/pricing/){:target="_blank"} t
 | Engage Data Ingest                            | 1x the data ingested into Connections         | The amount of data transferred into the Compute Engine.                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |
 | Audience Frequency Update                     | 1 per 8 hours                                 | Audiences that require time windows (batch audiences), [funnels](/docs/engage/audiences/#funnel-audiences), [dynamic properties](/docs/engage/audiences/#dynamic-property-references), or [account-level membership](/docs/engage/audiences/#account-level-audiences) are processed on chronological schedules. The default schedule is once every eight hours; however, this can be delayed if the "Batch Compute Concurrency Limit" is reached. Unless otherwise agreed upon, the audiences will compute at the limit set forth. |
 | Event Properties (Computed Traits)            | 10,000                                        | For Computed Traits that exceed this limit, Segment will not persist any new Event Properties and will drop new trait keys and corresponding values.                                                                                                                                                                                                                                                                                                                                                                               |
+| Session Window Minimum Size            | 30 minutes                                           | The minimum size for a session window used with a Computed Traits.                                             |
+| Session Window Maximum Size            | 90 days                                              | The maximum size for a session window used with a Computed Traits.                                             |
 
 
 ## SQL Traits