Two clients relied on outdated batch segmentation for content personalisation. I developed content strategy and editorial frameworks for AI-powered personalisation: adaptive onboarding content paths for different user personas, NLU-driven learning path content tailored by role and performance, and privacy-compliant content aligned with ISO/IEC 27701 standards across web, mobile, and email.