Question 1

Is Managed Growth a replacement for marketing?

Accepted Answer

Not necessarily. It is a technical and operating framework for product improvement and measurement; channels and campaigns need a separate scope when included.

Question 2

Does AI make production changes automatically?

Accepted Answer

No. It may support analysis, summarization, and prioritization, while production change still requires human review and approval.