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Operational Excellence
Finance close co-pilot
Month-end close drags because journal categorisation and variance commentary are manual.
The problem
Month-end close drags because journal categorisation and variance commentary are manual.
The play
AI auto-categorises journal entries, flags anomalies vs. last 6 months, and drafts variance commentary. FP&A reviews and approves rather than authors.
Headline KPI
Days to close
8 days≤6 days
BAU owner
Finance
Tools in the stack
NetSuiteClaudeLooker
Rollout plan
- 1DiscoverAudit the current process, instrument baseline metrics, and confirm the bottleneck with the BAU owner.
- 2DesignAI auto-categorises journal entries, flags anomalies vs. last 6 months, and drafts variance commentary. FP&A reviews and approves rather than authors.
- 3PilotRun with October close. Measure against the success criteria below; iterate weekly.
- 4EvaluateReview against: ≥30% reduction in manual JE review. Decide go / no-go with Finance.
- 5Embed in BAUHand over to Finance with runbook, dashboards, and on-call rotation. Schedule 60-day ROI check.
Success criteria
Pilot scope
October close
Definition of done
≥30% reduction in manual JE review
BAU owner
Finance