orchestration chart shadow Ai and cost per outcome - debate
Episode 31 · Debate · 14 October 2026 · 21:36
Where does AI productivity go after a task gets faster?
This debate examines the gap between individual AI gains and enterprise outcomes, asking whether leaders need to redesign decisions, handoffs and ownership before adding more automation.
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In this episode
- Task automation versus decision architecture
- Orchestration charts and cross-functional handoffs
- Shadow AI, accountability and cost per outcome
Sources and context
The original source URL was not included in the legacy episode notes. This summary reflects the original description; it does not independently verify the recording’s claims.
About this recording
Curated and orchestrated by Moses Sam Paul, Partner at Growth Flow Engineering, with AI-generated hosts and discussion. These are edited episode notes, not a verbatim transcript. The recording retains its original publication date; notes were updated on 10 November 2026.
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