Slide 3 of 8 ~60s

Fanatic Discipline — in practice

Reliable definitions, checks, owners and handover — agreed before and during workflow and pipeline change.

KPI register

  • Named measures & owners
  • Business rules documented
  • Version control through transition

Source-to-report

  • Lineage from event to dashboard
  • Confidence flags
  • Requirements map

Validation rhythm

  • Scheduled reconciliation
  • Must-not-fail checks
  • Escalation when meaning drifts

The risk is not just data migration. It is definition migration.

Epic / ADF angle: agree definitions before and during workflow capture change and ADF pipeline refresh — not after dashboards go live.