In an era where AI can touch almost every part of the traveler journey, the hardest skill for marketers is judgment: what to hand to machines and what must stay human. This panel explores how to build AI‑ready teams who can read the data, understand model limits, and make those calls with confidence, not fear.

• Educate marketing teams to develop data fluency so they can interpret AI‑driven insights, understand model limits, and decide which tasks to automate vs. keep manual
• Determining what role if any automation and machine learning should play for sensitive decisions, high‑impact personalization, and brand‑defining moments
• Foster a culture of continuous learning so teams routinely challenge AI outputs, refine workflows, and design traveler journeys that balance efficiency with authentic human connection