Porting an AI core across domains

Casa Admin was built to run a real hospitality operation across Dubai and Gurgaon — front desk, compliance, housekeeping, OTA, owners.

Generalising it was a modelling exercise. Strip the hospitality nouns, keep the operating grammar: intake, policy, execution, exception, reporting.

What remains ports cleanly into finance, procurement, HR and device management, because those functions share the same grammar.