Comprehensive engine upgrade processing hundreds of data points per asset across multiple time periods. Automated refresh cycles and daily snapshots provide the reliability and audit trail that professional reporting demands. Key changes: comprehensive multi-period asset analysis, automated refresh cycles, daily snapshots for audit compliance, data lineage for regulatory reporting.