A governed BI surface

Context

As analytics usage grows, teams need a stable destination for certified reporting—otherwise prototypes and one-offs pile up and trust erodes.

Problem

• No clear destination for certified metrics and stable views
• Research→production graduation is fuzzy; assets linger and fragment
• Too much bespoke churn: repeated plumbing instead of analysis

Approach

• Established a destination BI surface exposing only certified definitions and views
• Implemented change control and auditability so definitions remain trustworthy over time
• Defined a clear graduation workflow from research → production
• Consolidated long-tail assets into paved paths for common workflows
• Measured adoption and reliability directionally to guide pruning and iteration

Impact (directional only)

• Lower churn and clearer ownership for reporting surfaces
• More time spent on analysis; less time rebuilding the same views
• Higher trust for recurring executive questions

My role

Program lead, governance design, full-stack delivery oversight (UX + data + lifecycle), rollout and iteration.

Partners

Analytics engineering, data engineering, product, finance (functions only)

Selected decisions

• Certification gates over “ship now, fix later”
• Smaller surface area to maintain trust and predictability
• Consolidation-first migration before net-new build