Systems data reporting
Metric Continuity Audit
Prove whether a KPI still means the same thing after schema changes, or only shares a familiar label.
HK$33,600 · 9 business days
A KPI that jumped after a systems release often did not change for business reasons—it changed because a filter vanished, a timezone shifted, or a status code was remapped without a version note.
The Continuity Audit picks a short list of board-visible metrics, rebuilds them from raw extracts where possible, and documents every break between the pre-change and post-change definitions.
Deliverables include a continuity scorecard, corrected definitions your reporting owners can publish, and a short memo separating telemetry fractures from genuine operational swings.
Typically included
- Raw-versus-report rebuild for selected KPIs
- Break catalogue with reproduction notes
- Corrected metric definitions
- Noise-versus-operations memo