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enterprise AI transformation

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AI Architect Hub
AI Architect Hub
Oct 23, 2026 · R&D Management

From 8 Work Lists to a 2-Week AI MVP: A Complete Enterprise Requirement Mining Playbook

This article details a four-step framework for turning vague AI transformation ideas into a validated, two-week MVP: inventory repetitive tasks with a structured table, score pain points using a weighted formula, assess feasibility across data, rules, and risk dimensions, and select a small, high-value scenario that can be delivered quickly.

AI requirement miningMVPR&D Management
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From 8 Work Lists to a 2-Week AI MVP: A Complete Enterprise Requirement Mining Playbook