Board pack produced manually from a tangle of Excel workbooks, Power BI reports, and ad-hoc data pulls. Finance analysts spend the first week of each month reconciling numbers and assembling the deck. No certified semantic model — different reports give different answers to the same question. Board asks for higher frequency but the production cycle cannot compress without compromising quality.
Typical concerns
- ·Production cycle takes 5+ business days
- ·Numbers vary across reports for the same metric
- ·Reconciliation against the GL is manual
- ·Finance analysts are the bottleneck — no scale
- ·Board is asking for frequency the cycle cannot deliver
Capability gaps
- ·Certified semantic model with single source of truth
- ·Automated pipeline from operational systems to model
- ·Excel and PowerPoint integration with live data
- ·Copilot for finance narrative generation
- ·Row-level security for pre-release sensitivity