AI in facility management

The article in Facility Management magazine sheds light on why traditional data analysis and purely generative AI are reaching their limits in existing buildings and how a hybrid architecture closes this gap. The semantic evaluation of maintenance logs, contracts, fault reports and technical documentation creates digital contextual knowledge that makes anomalies explainable, enables predictive maintenance-like forecasts and preserves the experience of outgoing property managers. At the same time, AI strengthens compliance and operator responsibility by automatically validating and auditing inspection logs, SLAs and risks.

Instead of expensive sensor technology or risky large-scale IT projects, the approach relies on an intelligent data layer that respects existing systems and ensures data sovereignty. If you want to know how unstructured data can be turned into tangible operational benefits and why brownfield properties in particular offer enormous potential, you will find the answers in the full article.