AI Content at Scale in AEM: 2026 Playbook

As generative AI moves from “assist” to “automate,” content teams risk trading speed for inconsistent brand voice, compliance gaps, and low-trust outputs. This article lays out an AEM-centered operating model: define where AI is allowed to draft vs. must be reviewed, add governance (RACI, policies, guardrails), and treat observability as a first-class requirement with KPIs like time-to-publish, revision rate, and compliance incidents. It also argues for measuring AI “discoverability” (SEO → GEO) and using phased maturity targets through 2026. Tech leaders should treat AI content as a product pipeline—not a plugin—so scale doesn’t break governance.