Insights

Notes on spend data management, platform API changes and reporting practice.

What a spend report should show on a day with no FX rate

When a rate is missing, filling in an approximation is riskier than leaving it blank. Why we leave the cell empty and raise an alert.

Currency, time zone and attribution window: three definition gaps, and how to handle them when consolidating data.

Version bumps, deprecated fields and tighter rate limits are routine. The layers a resilient pull pipeline needs.

A report is not every available field. Starting from decisions: what daily, weekly and review reports should each keep.