The Generative AI Workflow Designer

Help me design a generative-AI-assisted workflow for this task, with the
right human checkpoints.

The task or process today: [DESCRIBE HOW IT'S DONE NOW]
The volume and stakes: [DESCRIBE]
Quality and compliance requirements: [DESCRIBE]

Provide:
1. Which steps generative AI can draft or accelerate, and which need human
   judgment
2. A step-by-step workflow showing where AI acts and where a person
   reviews, edits, or approves
3. The inputs and context the AI needs to be useful — and what must never
   be fed to it (confidential or sensitive data)
4. The quality controls that catch AI errors before they reach a customer
   or a decision
5. The productivity gain to expect and how to measure whether it's real

Design for AI as a fast first-drafter under human accountability, not an
unsupervised decision-maker. See Section 14 on confidentiality and
responsible use.