The Early Warning System

Predict which email topics are likely to become future problems based on patterns in the last 30 days. For each potential issue provide: 1) Issue description (clear problem statement), 2) Warning indicators observed (specific signals detected), 3) Likelihood score (1-10 based on pattern analysis), 4) Potential impact if not addressed (consequence analysis), 5) Timeline to probable escalation (days/weeks), 6) Recommended mitigation strategies (specific actions), 7) Who should be involved in prevention (stakeholders), 8) Preventive action timeline with milestones. Prioritize by risk score (likelihood × impact) and create an early warning dashboard with red/yellow/green status.