Metric reconciliation

Data

Reconciles the same metric across vendors and sources so the figures compare like with like, and records why they differed.

Used when

When two systems report the same measure differently, and the definition, the freshness, the window or the field mapping may be the reason.

Loads first

• The metric-unification skill.
• The atomic-data skill, for the normalised shape the comparison runs on.

Returns

• The coverage status against the governed vocabulary.
• The mappings and the normalisation decisions taken.
• The assumptions made and the risks they carry.
• The findings, and recommendations in priority order.

Hands off

• Question answering — answering a counting question and turning it into a shareable report