20 May 2026 · Wei Liang Tan

Cleaning a taxonomy without breaking last year’s reports

Deleting a duplicate event feels tidy until finance asks why the 2025 conversion series vanished. Cleanup is a mapping problem, not a deletion problem.

Two colleagues discussing papers spread across a meeting table