Perspectives on hospital AI.

Smart ward deployment, clinical reasoning architecture, and practical hospital intelligence from the ASTA team — why trajectory-aware alerting differs from threshold triggers, what makes hospital deployment unlike enterprise software, and how monitor-agnostic vital extraction works across mixed OEM estates. First articles are in preparation.