Rodrigo Álvarez-Bandrés from Siemens Gamesa outlines a process-first playbook for scaling AI in large enterprises, particularly wind energy operations. The approach centers on a three-layer AI stack: structuring unstructured data, accelerating decision-making by extracting signals, and automating repetitive execution steps. Key principles include starting with bottom-up change management by identifying real pain points, preserving human judgment for nuanced decisions, and running focused lighthouse pilots before scaling. A 90-day roadmap is provided to implement the three-layer stack on a single process, measuring cycle time, rework, and stakeholder effort.
Table of contents
Key insights for wind energy leadersFrom the front lines: Rodrigo Álvarez-Bandrés’s perspectiveBreaking the organizational immune systemProcess first, then organizationThe three-layer playbook for AI-enabled operationsThe contrarian view: Challenging the status quoYour strategic roadmap: What to do nextExpert Q&AConclusion768 Impressions