Draft a one-page AI automation pilot brief using VERIFIED DISCOVERY NOTES. Do not invent ROI, revenue, savings or client testimonials. Include buyer problem, baseline, permitted inputs, exact output, integrations, human review, exclusions, acceptance tests, delivery assumptions, recurring cost categories and handover owner. Separate estimates from measured facts. Ask about missing commercial terms rather than choosing them.

DISCOVERY NOTES: [redacted verified notes]
COST INPUTS: [effort, software and support assumptions]
OUTPUT: pilot_brief, open_questions, measurement_plan