Playbook: Talent Retention
Core Subprocesses: 1) Critical Segment Definition · 2) Risk Diagnostics · 3) Retention Design · 4) Execution & Monitoring · 5) Review & Adapt
Subprocess 2 · Risk Diagnostics
Purpose
Identify early-warning signals and root causes of flight risk in critical segments.
Guardrails
- Privacy by design, opt-in where required.
- No “black box” scoring without human review.
Play A Managerial Sensing & Stay Interviews (Human-led · Perceptive + Reflective)
Flow
- Quarterly stay interviews (structured).
- Heatmap by themes (work, growth, recognition, pay).
- Action snippets into team plans.
KPIs
- Coverage ≥ 80% in critical roles
- Action completion ≥ 70%
Play B Augmented Risk Scoring (Human-augmented · Predictive + Perceptive)
Flow
- Signals: internal mobility, pay position, manager span, survey.
- AI score → HITL review (bias & reasonability check).
- Segment-specific play prompts to managers.
KPIs
- False positives < 15%
- Intervention time < 10 Tage
Play C Trigger-based Interventions (Algorithmic-autonomous · Agentic)
Flow
- Threshold breach → automatic nudge to manager.
- Offer menu (growth, recognition, comp move).
- Escalation if no action in X days.
KPIs
- Action pick-up ≥ 70%
- Retention delta vs. control ≥ +5–8 pp
