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Pattern Recognition Vol. 1

Critical work is moving. Knowledge isn't.

“The same person repeatedly picks up the P1s, launch blockers, urgent fixes and other business-critical work.”
Finding → Detect concentration around business-critical work · Share and document context · Rotate ownership

The objective is not to make everyone interchangeable. It is to make sure the business is not dependent on one person to keep its most critical work moving.

We have been talking about key person dependency for years, yet I still keep seeing the same pattern: the same person repeatedly picks up the P1s, launch blockers, urgent fixes and other business-critical work.

AI can help surface the pattern early and before years of critical knowledge accumulate around one person and before a rushed handover becomes the only option.

The actual remedy is still organisational:

→ Detect concentration around business-critical work
→ Share and document context
→ Rotate ownership

Linda Stupena Advisory
From second opinion to hands-on leadership.

Original Illustration Pattern Recognition Vol. 1 illustration: critical work concentrated around one person at a workstation, with an AI alert flagging no recent handover

This pattern shows up long before a resignation letter does. If one person has quietly become the only reliable route through anything critical, an outside review can map it while there's still time to fix it without a crisis.

Book a call → let's talk about where the knowledge is concentrated
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