Seven-brand product launch workflow
Launch preparation time was cut roughly in half by redesigning the operating process and establishing clearer standards.
Why this matters for AI adoption
The result was achieved through operating redesign before the current generation of AI systems. It demonstrates the same foundation every responsible build needs: observe the work, remove ambiguity, define ownership, and measure the result.
