Workspace ONE Intelligence SDK monitors, prioritizes, troubleshoots, and trends your mobile app performance issues in real-time; this document provides a detailed explanation on how this is accomplished.

Workspace ONE Intelligence SDK offers the following capabilities:

Supported Platforms

Developers can integrate Workspace ONE Intelligence SDK for apps that run on the following platforms:

  • Apple (iOS / tvOS)

  • Android

  • Cordova

Usage Tracking

An app load occurs whenever a user launches the app on their device. When the user begins using an instrumented application, Workspace ONE Intelligence SDK automatically records an app load event. Workspace ONE Intelligence platform then aggregates app loads into rolling daily and monthly active user counts (using a unique identifier generated by Workspace ONE Intelligence SDK), and provides (on the Crash Trends page) insight into the relative usage of the application’s released versions. For example, you can see the number of app loads per version of your app, or the percentage of app loads that resulted in a crash (crash percentage).

Crash Reporting

A crash is a run-time exception that occurs due to some unexpected event that terminates the user session. Crashes are events that are not handled within a try/catch block in the app. When an app crash occurs, Workspace ONE Intelligence SDK records the device state and sends the stack trace to the Workspace ONE Intelligence platform. The Crash Reporting page of the portal shows the event, alongside additional metrics to help with root cause analysis and debugging. Crashes are grouped together to make it easier to identify the most frequent crashes. Workspace ONE Intelligence alerts the developer of the error, and provides the information necessary to reproduce the issue in local development / testing.

Tracking exceptions allows developers to:

  • Identify potential hotspots where errors might occur.

  • Analyze exceptions by viewing the stacktrace, diagnostics, metadata, and breadcrumbs related to that issue.

  • Prioritize and resolve bugs to reduce or eliminate errors and crashes.

User Flows Monitoring

User flows allows developers to track key interactions or user flows in their app such as login, account registration, and in app purchase. By default, Workspace ONE Intelligence SDK automatically tracks application load time as a user flow. The SDK can report additional user flows by adding a few more lines of code to your application.

A user flow failure rate can be monitored in the Workspace ONE Intelligence portal. Each failed user flow comes with a slew of diagnostics that allow developers to debug why a particular user flow is failing.

Data Reported with User Flows

The following information is reported with each user flow:

  • User flow group name (eg. “user login”)

  • Completion state: success and failure (crashed, timed out or declared failure)

  • Business value (a user defined value, measured in dollars)

  • Start time

  • Stop time

  • Active time (the time the user flow was running in the foreground)

  • Diagnostics which include app version, operating system, device Model, carrier, and more.

User Flows Final States

Each user flow may stop in one of a few possible final states.

  • Success. A success state is reached by calling the end userflow API of Workspace ONE Intelligence SDK. Success can be used to denote that a user flow’s goal was accomplished.

  • Cancelled. A cancelled state is reached through the cancel userflow API of Workspace ONE Intelligence SDK. An unfinished user flow that is cancelled is removed and will not be reported to Workspace ONE Intelligence. Hence, cancelled user flows are ignored.

  • Failed states:
    • Declared failures. A declared failure state is reached by calling the fail user flow API of Workspace ONE Intelligence SDK. Declared failure states can be used to denote that a user flow’s goal was not accomplished. Example: If a user does not allow your photo-sharing app to access the phone’s camera during onboarding, you may wish to declare the onboarding user flow you’ve defined as failed.

    • Crashed. A crashed state occurs only if the app crashes while the user flow is in progress. During a crash, Workspace ONE Intelligence SDK automatically marks all started user flows as crashed, and reports the user flows to Workspace ONE Intelligence. On the Workspace ONE Intelligence portal, users may view which crashes impacted a user flow.

    • Timed Out. A timed out state is reached when a user flow has remained started longer than a specified period of time. The timed out user flow is stopped and sent to Workspace ONE Intelligence. Timeout periods for user flows can be adjusted in the Workspace ONE Intelligence portal.


If a developer does not specify success, failure, or cancelled state in code, then the only possible remaining final states a user flow can reach are crashed and timed out.


Once a user flow has stopped in a final state, the state can no longer be changed. In particular, user flows are not marked as crashed if they had already been marked success or failed before the app crashed.

User Flows Traces

Every non-successful user flow (failed, crashed, or timed out) is reported with a log of events that occurred while the user flow was in progress. User flows traces can be used by developers to diagnose why a user flow is failing. The events collected include Breadcrumbs left by the developer, networking calls captured by Network Insights, and important system events that may have impacted the user flow. The following system breadcrumbs are captured automatically by Workspace ONE Intelligence SDK:

  • Network connectivity gained / lost

  • Network connection type changes (eg. wireless to wifi)

  • App backgrounds

  • App foregrounds

  • Screen transitions (Android only; Apple coming soon!)

  • Handled Exceptions

Handled Exceptions

Handled exceptions are anticipated errors that developers can log by calling an API of Workspace ONE Intelligence SDK. For example, a handled exception can be a run-time exception that gets handled within a try / catch block and logged with Workspace ONE Intelligence SDK. The Workspace ONE Intelligence portal displays handled exception metrics to help developers with root cause analysis and debugging.

Automatic Breadcrumbs

Automatic breadcrumbs allow developers to get additional information about the steps users have taken or key events that happen in the apps without requiring additional code changes. Events that trigger these breadcrumbs are stored by our SDK and displayed in our portal alongside developer-defined breadcrumbs, allowing you to trace back through the last steps users took or key events in your app before an error occurred. These breadcrumbs help you reproduce issues more easily and contain valuable diagnostics information.

Here are the different events that are stored as automatic breadcrumbs:

  • Handled Exceptions​​

  • App Background/Foreground
    • “App foregrounded”

    • “App backgrounded”

  • Network Breadcrumbs
    • URL

    • Request type

    • Latency

    • HTTP Status

    • Bytes in/Bytes out

  • Network Connectivity Changes
    • “Internet connection UP”

    • “Internet connection DOWN”

    • “XX (Connectivity State) connectivity gained”

    • “Switching from XX (Connectivity State) to XX (Connectivity State)”

    • Android connectivity states are: unknown, disconnected, 2G, 3G, EDGE, GPRS, LTE, Wifi

    • Apple connectivity states are limited to: Wifi, cellular

  • UIView Loads (and View Names)
    • (Name of the View) loaded

    • (Name of the View) unloaded

  • App Launched
    • “Session Start”

  • Apple Watch Communication
    • handleWatchKitExtensionRequest

User Name

Developers can associate a user name with each event in order to help differentiate users on both the WS1 Intelligence console and the client.

This capability allows customer support staff:

  • to search by user name to determine how many crashes a given user has experienced, and

  • to view a list of users who experienced a crash or handled exception.

  • to search the users for app loads, user flows and network insights features with custom dashboards.

Tracking user names, in combination with stack traces and diagnostics, enables support staff to better correlate data, priorities issues, and respond to support tickets.


Workspace ONE Intelligence takes user privacy very seriously. If we detect an app sending Device Identifiers or other personally identifying information (PII) that does not help with debugging a crash, we will ask the app developer to remove the gathering of this information through our service.

Network Insights

Whenever an app makes a network call, Workspace ONE Intelligence SDK monitors and captures the following information:

  • service name

  • device type

  • device OS and OS version

  • app version

  • location information


Location information allows visibility into a user’s geographic location, which can help with quantifying the number of app users within a geographic region, or with contexualizing a certain issue based on location (e.g. outages). By default, location information is determined by performing a reverse Geo lookup on the IP address of the device. The IP address is immediately thrown-away and not stored on our platform. Optionally, for more granular and detailed location information, the SDK provides an API to send latitude & longitude coordinates for the device.

  • endpoint URI

For HTTP calls (such as REST apps), Workspace ONE Intelligence SDK monitors and captures the following information:


  • HTTP status codes to help determine whether a call succeeded or failed

  • latency (elapsed time between request and response received)

  • amount of data received in the response


Symbolication is the process of translating stack traces into a human-readable form by mapping hexadecimal addresses to function names using symbol file(s). Workspace ONE Intelligence automatically symbolicates crashes once you have uploaded your app’s symbol file(s).

  • For Apple applications, stack traces are reported in hexidecimal characters. Symbolication allows developers to convert these hex strings into human-readable text.

  • For Android applications that use the ProGuard tool to obfuscate their method names, developers can use a Proguard mapping file to replace the obfuscated name with a human-readable name. For more information, see Configuring Proguard Symbolication.

Opt Out of Workspace ONE Intelligence

Certain app users might want to opt out of Workspace ONE Intelligence logging and tracking. Workspace ONE Intelligence SDK provides a static opt-out status setting that disables all app reporting to Workspace ONE Intelligence. This feature is optional. If used, developers must implement the code that prompts the app user to select whether or not to opt out. If a user has opted out, their instance of the app will not report any activity back to Workspace ONE Intelligence.