Large editing projects are currently executed as disconnected one-off instructions with no overarching plan. The AI should be able to build and present an execution plan upfront — e.g. Page 1: identity updates, Page 2: textbox replacement, Page 3: history updates — so users can review scope before work begins and the system can execute coherently across the full document.

Expected outcome: enterprise workflow acceleration.