Operations & Systems Run a 14-day data governance sprint Stabilize your metrics by cleaning sources, defining owners, and baking checks into daily workflows.
Noor Al-Sabah· Data Lead Written for leaders who want to improve their organization.
Feb 2, 2025 5 min read
Direct answer
Stabilize your metrics by cleaning sources, defining owners, and baking checks into daily workflows.
Key takeaways
Lock field validation and ownership at the source. Train teams with bilingual micro-guides. Automate checks and publish one source of truth.
Reliable dashboards start with reliable inputs. A focused 14-day sprint can remove data doubt and restore trust.
Fix the inputs
Identify top 10 fields driving financial and customer decisions.
Add validation and ownership at the point of capture.
Close the loop with daily exception handling.
Codify and train
Document in both English and Arabic. Run micro-trainings for frontlines. Show how corrections affect executive dashboards.
Operationalize checks
Automate freshness checks and reconcile sources weekly. Publish a “source of truth” page and keep it current.
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