Real estate data warehouse integration: a rent collection acceptance test

A property can receive almost as much cash as it bills and still collect less of the current month’s rent than the dashboard suggests. Before you accept a real estate data warehouse integration, ask the implementation team to reproduce one closed month from the rent ledger. Then ask which charges each payment settled.

Set up one property and one closed month

Have the controller choose the property, currency, rent charge codes and cutoff date. Collect the approved charge, receipt and payment-allocation exports, plus the source aging report. Record the report settings and export time. A bank deposit total alone cannot show which month a payment covered.

Keep the original files. Map property and charge identifiers to their warehouse equivalents. Check for missing allocation rows, duplicate receipt IDs and reversals. A receipt can settle several charges. Compare receipt totals at the receipt level and allocation totals at the allocation level so a join does not count cash twice.

Work the October example

These figures are fictional. The property billed $312,000 in October rent, net of credits. It received $305,400 in rent payments during October. The allocation export splits that cash into three groups.

• $288,900 paid October charges.
• $11,700 paid earlier charges.
• $4,800 was applied to November rent.

All three amounts sum to $305,400. For the share of October rent collected by the cutoff, divide $288,900 by $312,000. The result is 92.6%. Dividing all cash received by October rent gives 97.9%. Both ratios use real cash. Only the first answers how much October rent was paid.

Check the balances the percentage can hide

Suppose unpaid rent at the start of October was $26,400. Current charges added $23,100 of unpaid rent ($312,000 less $288,900). Earlier balances fell by $11,700. With no other adjustments, closing unpaid rent is $37,800. Match this to the source aging report at the same cutoff. With no opening advance balance, the $4,800 for November should appear separately as a credit.

For a test of repeat loads, use a copy of the data. Load the same extract twice. Totals should stay the same. Next, test a reversed receipt and its reversed allocations. Record the difference, its transaction ID, the expected result and the person who will resolve it.

Sign off before you add properties

Save the source total, warehouse total and difference for each check: billed rent, the three payment groups, closing unpaid rent and advance credits. Compare amounts at source precision. Round the percentage only after division. Ask the controller to approve or explain each difference before using the result in an investor report.

Test documents separately. If a manager’s note explains a late payment, an authorized reviewer should be able to open the note and check its date. Test that an account without access cannot retrieve its contents. The note explains context. The ledger and allocations supply the figures.

See how Leni’s real estate data warehouse service supports portfolio reporting, and how the Universal Data Model maps supported sources to shared definitions.