Clean up Overview page [netlify-build]

Author: pwseg

src/connections/auto-instrumentation/configuration.md

@@ -85,7 +85,7 @@ This interface ensures that every signal inherits essential properties:
 
 ```java
 interface RawSignal<T> {
-    var anonymousId: String    // A unique identifier for the user.
+    var anonymousId: String    // 
     var type: SignalType       // Specifies the signal category.
     var timestamp: String      // The exact time when the signal was generated.
     var index: Int             // An integer representing the signal's position.
@@ -99,10 +99,10 @@ The Signal Type enum defines the different types of signals the SDK can collect:
 
 ```java
 enum SignalType {
-    Interaction,      // User interactions like clicks or touches
+    Interaction,      // User interactions like clicks or touches.
     Navigation,       // Navigation events.
     Network,          // Network requests and responses.
-    LocalData,        // Data loaded from local or other external sources
+    LocalData,        // Data loaded from local or other external sources.
     Instrumentation,  // Events generated from Segment Track/Screen/... events.
     UserDefined       // Custom events defined by the user.
 }

src/connections/auto-instrumentation/index.md

@@ -5,21 +5,34 @@ hidden: true
 
 Auto-Instrumentation simplifies tracking in your websites and apps by eliminating the need for a traditional Segment instrumentation.
 
-With just a few lines of code, Auto-Instrumentation handles device tracking for you, helping you focus on collecting the data that's essential to your business and letting your marketers and data analysts gather and update data without relying on engineering teams.
-
 > info "Auto-Instrumentation Pilot"
 >  Auto-Instrumentation is currently in pilot and is governed by Segment's [First Access and Beta Preview Terms](https://www.twilio.com/en-us/legal/tos){:target="_blank"}. Segment doesn't recommend Auto-Instrumentation for use in a production environment, as Segment is actively iterating on and improving the user experience.
 
 > success "Enable Auto-Instrumentation in your workspace"
-> To enable Auto-Instrumentation in your Segment worksapce, reach out to your dedicated account manager.
+> To enable Auto-Instrumentation in your Segment workspace, reach out to your dedicated account manager.
+
+## Background
+
+Gathering actionable and timely data is crucial to the success of your business. However, collecting this data in real time has historically proven challenging. 
 
-## Overview
+As your business needs change, keeping instrumentation up-to-date across all of your digital properties can be time-consuming, often taking weeks or months. This delay can lead to lost insights, frustration for your marketers and developers, and open-ended support of your Segment instrumentation.
+
+## Auto-Instrumentation as a solution
+
+With just a few lines of code, Auto-Instrumentation handles device tracking for you, helping you focus on collecting the data that's essential to your business and letting your marketers and data analysts gather and update data without relying on engineering teams.
 
+Some Auto-Instrumentation advantages include:
 
+- **JavaScript-based instrumentation logic**: Configure and refine your instrumentation logic entirely within JavaScript, simplifying the development process and reducing dependencies on other environments.
+- **Rapid iteration**: Update your instrumentation logic without the need to constantly release new versions of your mobile app, enabling faster iterations and improvements.
+- **Bypass update delays**: Avoid the typical delays associated with app update cycles and app store approvals. Auto-instrumentation lets you update your tracking setups or fix errors immediately, ensuring your data collection remains accurate and timely.
 
-## How Auto-Instrumentation works
+## How it works
 
+After you [integrate the Analytics SDK and Signals SDK into your application](/docs/connections/auto-instrumentation/setup/), Segment begins to passively monitor user activity like button clicks, page navigation, and network data. Segment captures these events as "Signals" and sends them to your Auto-Instrumentation source in real time.
 
-### Privacy
+In Segment, the Auto-Instrumentation source lets you view raw signals. You can then [use this data to create detailed analytics events](/docs/connections/auto-instrumentation/configuration/) based on those signals, enriching your insights into user behavior and applicatino performance.
 
+## Privacy
 
+Auto-Instrumentation ensures that any personally identifiable information (PII) is removed from breadcrumbs before they get sent to Segment. No user data is visible to Segment.