Chengwu Tech Stack

Aug 2, 2026 · R&D Management

90-Day AI Transformation for SMEs: Pilot First, Restructure Process, Then Scale

This article outlines a 90-day framework for small and medium tech companies to achieve their first AI transformation by running a real pilot project, establishing shared context, restructuring delivery processes with automated testing and quality gates, forming cross-functional delivery pods, and measuring success via delivery cycle, rework, defects, customer acceptance, and AI cost — before scaling.