CASE STUDY

Governance that enables BI: from project mode to productized value

Exec summary:  

With a retail/convenience group we flipped the script by creating fast-track movement: 

  • Shorter rhythm, cleaner planning → quick operational check-ins for momentum, with targeted deep dives for real decisions. 
  • One focused workshop → decide on the semantic approach, not admire the problem. 
  • Outside expertise where it accelerates learning for current BI landscape. 

Result: understood semantics and next steps, a data productization shortlist, and less debate where to move and what to prioritize. Governance became an enabler for BI, not a hurdle. 

Audience takeaway: We make governance practical and value‑anchored so BI teams can move faster, with confidence. 

 Context:  

Company is modernizing BI while migrating infrastructure. The team wants to reduce project thrash, improve semantic consistency, and make governance serve real users. 

 Challenges (before we started):

  • Infrastructure migration bottlenecks; self‑service and standardization lagging. 
  • Governance underpowered by part‑time roles and unclear business cases. 
  • Operating rhythm slow for decisions and learning. 
  •  

 What we did (advisory, training & coaching)

  • Reframed governance in business terms and defined practical, value‑focused scope. 
  • Shifted our operating rhythm to short check‑ins plus targeted deep dives. 
  • Prepared a data governance deep‑dive workshop with curated content and prioritization in the exact context of their business. 
  • Began data product scoping and consolidation of redundant reporting, with a lightweight roadmap. 

 

 Outcomes so far: 

  • Clear next steps and faster operating rhythm; governance discussion now tied to business value. 
  • Workshop scheduled and expert support lined up; productization shortlist emerging (e.g., missing master data investments, sales transactions integrity, metadata standardization).

 What made the difference: 

  • We positioned governance as an enabler for “more with less,” then backed it with hands‑on rhythms and direct expertise where needed. 

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