Application Telemetry & Feature Adoption Audits
Independent advisory and diagnostic assessments to unpack user drop-offs, event taxonomy breakdowns, and friction points in modern web and mobile applications.
Activation Cohort & Behavioral Retention Mapping
Understand long-term retention drivers by mapping user behavioral cohorts against critical product milestones over 30, 60, and 90-day horizons.
- Longitudinal Retention Curve Models
- Core Habit Event Correlation Analysis
- Cohort Decay & Re-Engagement Matrix
- Strategic Product Milestone Recommendations
Comprehensive Feature Adoption Audit & Friction Diagnostic
An intensive 2-3 week analytical engagement investigating event pipeline hygiene, user activation milestones, and habituation curves to resolve critical drop-offs in application features.
- Event Schema & Pipeline Hygiene Verification Report
- Multi-Step Activation Funnel Dissection & Friction Map
- Cohort Habituation & Retention Velocity Analysis
- Prioritized Engineering & UI Remediation Blueprint
- Two Live Technical Debrief Sessions with Engineering Leads
Feature Decay & Cannibalization Assessment
Assess usage decay across mature product features to identify code bloat, navigation confusion, and cannibalization by newer releases.
- Feature Utilization & Atrophy Matrix
- Workflow Redundancy & Cannibalization Map
- Navigation Clutter Scoring Report
- Deprecation & Consolidation Roadmap
Onboarding Flow & Activation Funnel Diagnostic
Isolate early user drop-offs and friction points across first-time onboarding sequences, workspace setup, and initial task completion.
- Step-by-Step Onboarding Friction Map
- Time-to-First-Value (TTFV) Benchmark
- Modal & Form Drop-Off Breakdown
- Activation Milestone Remediation Plan
Telemetry Instrumentation & Event Taxonomy Review
A targeted 10-day technical review evaluating event dictionary standards, client-server reconciliation, payload accuracy, and telemetry pipeline consistency.
- Event Taxonomy & Schema Audit Matrix
- Client vs. Server Tracking Reconciliation Report
- Payload Anomaly & Data Noise Inventory
- Standardized Event Dictionary Template & Naming Protocol
Need an Integrated Telemetry Assessment?
We evaluate custom event schema health, activation bottlenecks across complex multi-tenant environments, and legacy cohort tracking setups.
Inquire Regarding Custom Engagement Scope