The operational bottleneck is manual compilation: asset managers waste days each month reconciling inconsistent rent rolls from dozens of property managers and legacy systems. This workflow automates the extraction, transformation, and loading (ETL) of that data. The savings come from eliminating that repetitive labor and the financial risk of errors in portfolio reporting and valuation inputs. Implementation requires building orchestration logic to handle API calls to Yardi/MRI, browser agents for spreadsheet portals, and mapping rules for data normalization.




