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Impact Intelligence

Talkat Agile India 2025 · 2025-03-25..03-27· [engineering-leadership]
slides:none on file

Argues that agile practice often stops at delivery and proposes a concrete framework called impact intelligence: build an impact network mapping proximate metrics (e.g., satisfactory chatbot sessions, offline viewing hours) to downstream business metrics (call volume, churn), require a measurement improvement team before funding, run simple impact attribution or experiments, and hold a business impact retrospective to reconcile claims. Introduces a benefits realization ratio (e.g., 30% satisfactory → 100% BRR; expected 8% call reduction → actual 7.2% → 90% BRR) and recommends starting small with CFO/COO backing.

AI-written summary · about

  1. 0:00Introduction
  2. 5:03Process to business impact
  3. 15:16Proximate vs downstream impact
  4. 21:43Visualizing impact networks
  5. 28:45Strengthening initiative justifications
  6. 33:02Investing in measurement
  7. 38:14Benefits realization metrics
  8. 41:00Spray and prey trap in tech
  9. 43:45Call to action
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