Owner: CrownThrive, LLC Date: 2025-08-08 Classification: Internal — DAO Performance, Monitoring, and Optimization Framework
1. Purpose & Scope
This document defines the measurement systems, KPIs, and analytics infrastructure used to monitor, evaluate, and optimize CHLOM Global DAO’s governance, economic health, technical operations, and community engagement in Phase 4, with a forward plan for Phase 5.
Goals:
- Provide data-driven insights for governance decisions.
- Detect performance drift, operational inefficiencies, and systemic risks early.
- Support transparency and accountability to DAO members.
- Establish a metrics baseline for Phase 5’s autonomous performance management.
2. Core KPI Categories
- Governance Health Metrics
- Economic & Treasury Metrics
- Technical Operations Metrics
- Community & Ecosystem Metrics
3. Analytics Infrastructure
- Data Pipelines — On-chain event indexing, off-chain metadata ingestion, and real-time streaming.
- Feature Store — Centralized repository for governance, treasury, and member activity features.
- Visualization Layer — Custom dashboards for governance, treasury, and ecosystem health.
- Anomaly Detection — ML-driven detection of unusual activity patterns in voting, treasury movements, and proposal creation.
4. Data Sources
- On-chain activity logs from CHLOM protocol modules.
- Treasury wallet transactions.
- Governance proposal and voting registries.
- Community engagement platforms (forum, chat, events).
5. Reporting & Transparency
- Monthly Reports — Summarized governance, treasury, and engagement metrics.
- Quarterly Audits — External review of key performance indicators and metric integrity.
- Public Dashboards — Select transparency metrics available to all DAO members.
6. Phase 4 → Phase 5 Evolution
- Phase 4: Analytics managed by DAO operators with automated data ingestion and ML-based alerts.
- Phase 5: Fully autonomous analytics pipeline feeding DAO AI governance engine, with auto-triggered governance actions based on pre-set thresholds.
Summary: This Performance Metrics & Analytics Specification ensures that CHLOM Global DAO remains data-driven, transparent, and adaptive, enabling both strategic decisions and automated governance in the shift toward full decentralization.