~/talk

Powering the Next Generation of Products

Talkat ProductCon Los Angeles 2019 · on Friday, 2019-11-01· [machine-learning]
links:none on file
slides:none on file

Argues that delivering true end-to-end digital experiences requires tracking every touchpoint and reorganizing teams around shared metrics, not channels. Cites Nike’s app that changes behavior in-store, QuickBooks’ platform integrations that drive a 30-point retention lift, Peloton’s >95% lifetime retention, and Intuit reporting an LTV:CAC ≈ 4. Shows MetroMile’s car-plug device sending tow reminders as a low‑ML contextual win and cites a Microsoft/Stanford finding that ~2/3 of ideas fail, so speed of experimentation matters.

AI-written summary · about

  1. 0:00Intro
  2. 2:30Why arent our products better
  3. 3:32Product as an endtoend experience
  4. 6:38Optimizing the experience
  5. 8:50Making a big change
  6. 10:04Optimizing for lifetime value
  7. 11:45Silos
  8. 14:40Data
  9. 16:15Experimentation
  10. 18:41Context
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