This workflow automates the costly, manual bottleneck of preparing abstracted lease data for analysis. It ingests normalized rent rolls, expense structures, and critical dates from systems like Yardi or MRI, then applies business logic for temporal aggregation, currency conversion, and metric calculation. The operational upside comes from enabling portfolio analysts with self-service, real-time dashboards for NOI tracking, renewal forecasting, and vacancy analysis, reducing dependency on IT for report generation and accelerating strategic decision cycles by 70-80%.




