Analysis Workbooks

Skills-Data Audit & Blank-vs-Zero Integrity Workbook

Your skills matrix in, its data-quality problems out. The Skills-Data Audit & Blank-vs-Zero Integrity Workbook scans your roster-skill-proficiency data for three failures that quietly corrupt every downstream read: missing assessments counted as if they were real ratings, ratings so old they no longer reflect the person, and the blank-vs-zero collapse where a formula reports a confident 0 for a cell nobody ever scored. It reports completeness per person and per skill, flags stale ratings against a freshness window you set, and gives each department a trust score you can drill into. Every number is computed from the data you paste in — the workbook asserts no benchmark for what a 'good' completeness rate or an acceptable gap looks like, because none exists.