Analytics Stack
The Economy Health Analytics module provides a structured data stack for monitoring liquidity, reward sinks, player retention, and treasury sustainability. Predictive layers help guide balancing decisions before issues escalate.
Data Pipelines
Reference architecture documents for ingesting on-chain, marketplace, and gameplay telemetry.
Health Dashboards
KPI suites covering liquidity coverage ratios, sink/source balance, and player lifetime value.
Forecast Engines
Predictive models with scenario toggles for supply shocks, player churn, and partnership launches.
Deliverable Highlights
- Real-time KPI Templates: Ready-to-use dashboards in Looker Studio and Metabase for executive and LiveOps stakeholders.
- Alert Playbooks: Alert tiering and remediation workflow guides aligned with engineering and product cadences.
- Scenario Simulators: Parameterized spreadsheets for modeling token sinks, marketplace liquidity, and player incentives.
Benchmark Targets
Liquidity Coverage
> 4.5x
Average marketplace depth over emissions
Retention Index
+22%
Improvement in engaged cohort stability
Alert Response
< 6 hrs
Median mitigation window for high-severity alerts
Adoption Journey
Data audit, KPI taxonomy alignment, and instrumentation backlog creation.
Dashboard launch, alert configuration, and governance of KPI review cadences.
Predictive model calibration, scenario stress testing, and cross-team training.