2026-04-30
Cashflow Forecast Monitoring: Early Warning for Liquidity Risks
finance analytics · cashflow · risk monitoring
Problem
Finance stakeholders needed a clearer signal when planned and actual cashflow started drifting.
Manual reviews were too late and inconsistently documented across teams.
Data foundation
The setup combined ERP extracts, weekly planning sheets, and payment run snapshots.
Data was harmonized into a single timeline with business-unit level drill-downs.
Approach
A monitoring layer flagged threshold breaches for variance, trend slope, and concentration risk.
Alerts were grouped by severity so teams could prioritize escalation quickly.
Impact
The process reduced ad-hoc spreadsheet checks and improved handover quality between controlling and treasury.
Decision preparation became more consistent for weekly finance rounds.
Learnings
Simple and transparent alert rules increased trust faster than complex black-box logic.
Early stakeholder alignment on thresholds prevented noisy alerts later.