Case Studies

# Case Studies

## 1) Close acceleration + controls modernization
– Problem: close-cycle delays and inconsistent control execution.
– Outcome: shortened post-close timeline and improved control traceability.
– Link: `/case_studies/close_acceleration_controls.md`

## 2) Reconciliation automation with tolerance + exception reporting
– Problem: manual reconciliation and delayed exception triage.
– Outcome: deterministic thresholds and faster owner routing.
– Link: `/case_studies/reconciliation_automation.md`

## 3) Rule-based certification workflow + integration pattern
– Problem: fragmented certification steps with audit exposure.
– Outcome: standardized flow with documented control points.
– Link: `/case_studies/certification_workflow.md`

## 4) Production ROI summary across 20+ workflows
– Problem: inconsistent reporting of automation impact.
– Outcome: unified KPI reporting tied to labor and cycle time outcomes.
– Link: `/case_studies/production_roi_summary.md`