~/talk

Shaped by Demand: the power of fluid teams

Talkat Craft Conference 2025 · 2025-05-29..05-30· [engineering-leadership]
slides:none on file

Argues that teams do not need to be stable or long‑lived and shows a concrete process called Demand‑Led Planning where 20–200 people re‑team every quarter: identify all demand, sponsors pitch work, groups self‑form under constraints (3–10 people, max three movers, min/max tenure), measure throughput, lead time and WIP, and fund Kaizen versus features. Case studies: HP LaserJet cuts failure demand from ~95% to ~40% (two hours to 3 days a week of discretionary time); John Lewis scales from 90 to 500 and plans a quarter in half a day after a few iterations. The model is iterative and operationally proven.

AI-written summary · about

  1. 0:00Introduction
  2. 1:54Why organization design matters
  3. 3:39Stable teams limits
  4. 8:57Tuckman team formation myth
  5. 14:17Rethinking teams for demand
  6. 22:00Governing team constraints
  7. 29:59Preparing for fluid planning
  8. 33:52Managing planning energy
  9. 36:37Flow metrics and OKRs
  10. 41:28Q&A
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