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Product · App Monitoring

Monitor. Diagnose. Resolve. Deliver better mobile experiences.

End-to-end mobile application monitoring, powered by Measure and delivered by SwarmLens. Keep your apps reliable, performant and user-focused - with the visibility your teams need to understand issues, identify root causes and improve performance.

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What it is

Complete visibility into your mobile applications.

Mobile applications can fail in many ways: crashes, ANRs, slow API calls, performance bottlenecks, network issues or unexpected user journeys. Traditional error reporting often tells you what went wrong, but not always what the user experienced before it happened. Measure brings crashes, ANRs, session replays, performance traces, network activity, bug reports and user journeys into a unified monitoring environment. SwarmLens adds the implementation and engineering expertise to operationalize that capability across your mobile ecosystem.

What you can monitor

Everything you need to understand an issue, in one place.

Stability

Crashes & ANRs

Automatically identify crashes and Application Not Responding (ANR) events with detailed technical context, stack traces, device information and the user journey leading up to the issue.

Session Replay

Session timelines

Understand what happened before an issue occurred. Sessions can include screen activity, user interactions, network calls, logs, CPU and memory usage and other application events.

Performance

Performance monitoring

Analyze operations with traces and spans to identify bottlenecks across complex workflows and understand where performance is being impacted.

Network

Network performance

Monitor HTTP request latency, status codes, slow endpoints and network activity to identify API and connectivity-related issues.

Feedback

In-app bug reporting

Give users a simple way to report problems from within the app, capturing device, version, network conditions, a screenshot and session history.

Behavior

User journeys

Understand how users navigate your application and identify the routes and experiences most affected by performance or reliability issues.

From error to root cause

A crash report alone rarely tells the whole story.

SwarmLens helps teams move beyond basic error reporting by connecting the issue with the user journey, application activity, network requests, device context and the performance signals surrounding the event.

01 · Identify

Detect

Crashes, ANRs, bugs, performance degradation and network issues.

02 · Understand

Contextualize

Review the events and user activity leading up to the issue through session timelines and contextual telemetry.

03 · Diagnose

Investigate

Use stack traces, performance traces, network data and application context to investigate the underlying problem.

04 · Resolve

Fix

Give engineering the information needed to reproduce issues, prioritize fixes and validate improvements.

05 · Improve

Monitor

Continuously monitor application health across releases and user journeys.

Inside the platform

See exactly where the time goes.

Performance traces break a complex operation into parent and child spans - API calls, parsing, rendering and layout - across threads, so teams can pinpoint the slow step instead of guessing. Every trace carries device, app version and network context, and links straight to the session replay behind it.

Measure performance traces - a checkout operation broken into API, parse, render and layout spans on a timeline
Performance traces in Measure. Source: measure.sh
Application health

Track what matters across every release.

  • Crash rates and ANR rates by version and user population
  • Crash-free sessions and error rates
  • Launch times, application size and version adoption
  • Error distribution by device, OS and application version
  • Endpoint performance trends and network activity during sessions
Platforms

Built for modern mobile applications.

Measure supports major mobile development environments, making it suitable for organizations that operate multiple apps or use different frameworks across their product portfolio.

  • Android
  • iOS & iPadOS
  • Flutter
  • React Native
  • Kotlin Multiplatform
Configuration & automation

Adaptive Capture and AI-assisted debugging.

Adaptive Capture

Tune collection without shipping a new release

Not every event needs to be collected all the time. Measure lets teams adjust data collection, sampling, screenshot masking, logs and trace collection through application-specific monitoring rules.

AI-assisted

Closer to AI-assisted diagnosis

Measure provides an Agent and an MCP Server so coding agents and development workflows can query errors, traces and sessions. Combined with SwarmLens’ AI engineering expertise, it brings observability closer to AI-assisted development.

SwarmLens services

Technology alone does not guarantee effective monitoring.

SwarmLens provides the expertise to implement, configure, integrate and operationalize mobile application monitoring for your organization, with first-line support in Spanish, Portuguese and English.

Implementation

Integration

Integrate monitoring capabilities into your existing mobile application architecture.

Configuration

Customization

Configure monitoring based on your applications, users, environments and operational requirements.

Analysis

Performance

Analyze performance data and help teams identify areas requiring optimization.

Support

Monitoring & support

Provide first-line support and help teams investigate application issues and monitoring alerts.

Enablement

Training

Enable your engineering and product teams to use the platform effectively, with documentation and localization to fit.

Managed

Managed services

Extend your engineering capacity with ongoing monitoring, analysis and technical support.

Why SwarmLens + Measure

Mobile-first observability, with complete context.

  • Mobile-first: Measure is designed around the needs of mobile apps, not treated as just another monitoring environment
  • Complete issue context: connect errors with user actions, sessions, network activity, performance and application context
  • Open-source foundation: Measure is an open-source mobile monitoring platform with self-hosted and cloud deployment
  • Flexible deployment: depending on client requirements, monitoring can be delivered in the cloud or on client infrastructure
  • Engineering expertise: SwarmLens adds implementation, integration, training, localization and managed support services