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A method worth keeping close.

Andrew Ng · illustrated avatarAndrew NgAnalytical perspectiveAN-P01

PRODUCT ADVISORY COUNCIL

Turn local speed into end-to-end value

Saved time can become a queue at the next handoff.

Product Advisory Council · Method card
Andrew Ng · illustrated avatarAndrew NgAnalytical perspectiveAN-P01

The method

Turn local speed into end-to-end value

Saved time can become a queue at the next handoff.

When to use it

  • A cross-team workflow has one step substantially accelerated by AI.

Ask yourself

  • AI sped up one step. Why is the whole process still slow?

Put it into action

  • Map the journey from request to result, including waits, capacity, and owners. Redesign adjacent steps and measure real delivery time.

Keep these limits in mind

  • Time saved does not automatically create revenue. Illustrative cases and numbers are not business guarantees.
Method summary · Not a personal quote

An analytical method adapted from the public skill package, not a reply or endorsement by the person represented.
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