---
id: "AE24-047"
category: "market"
confidence: 0.94
date: "2026-02-16"
source_file: "plans/ENTERPRISE_AI_TRANSFORMATION_STRATEGY.md (Section 5.2, Session 24)"
---

# AE24-047

Enterprise AI pilot validation requires targeting high-volume, low-complexity tasks with measurable baselines: marketing content (75% time savings, $5,400/mo value), customer support tier-1 (80% savings, $9,600/mo), sales proposal generation (75% savings, $2,700/mo). Success metrics: 70%+ daily adoption by Day 60, no quality degradation, cost recovery within 90 days.
