Dirty Guest Data, Not AI Software, is Hospitality's Biggest AI Bottleneck

Hospitality middleware and CDP provider Ireckonu warns that the primary barrier to AI adoption is poor quality, fragmentation, and governance of guest data, not AI model capability. Legacy PMS architectures are room-centric, leading to fragmented profiles and duplicate records, and AI amplifies these flaws. Hotels should establish guest-centric data foundations, governance, and identity resolution before deploying AI.