Data centre and facility digitisation
Incident management delays reduced by 50 percent, with zero unscheduled downtime on core data storage.
The challenge
Structural telemetry sat siloed across a portfolio of commercial properties. Each building reported into its own system, in its own format, on its own schedule, and none of them reported into anything shared. A fault was therefore noticed locally and escalated late, and by the time it reached the people who could act on it, the information that arrived with it was partial.
The same operation was short of the roles that mission critical facilities depend on being covered continuously. That combination is worse than either problem alone: incomplete information is survivable when experienced people are watching, and thin cover is survivable when the data is good. Neither condition held here, so routine faults were consuming attention that should have gone to the ones that mattered.
What TSD did
TSD consolidated the telemetry into a single cloud database on AWS, with the collection and normalisation layer written in Python so that each building fed one schema rather than one of several. Getting every property onto a shared record was the precondition for everything after it; until a fault could be compared against the same fault elsewhere, no pattern was visible.
On top of that record TSD built custom facility maintenance tracking, so an incident was raised, routed, worked and closed against the asset it concerned rather than against a mailbox. That closed the loop the previous arrangement never had: the history of an asset became readable, and a fault recurring on a three month cycle stopped looking like three unrelated events.
Alongside the platform work, TSD deployed data centre technicians and BIM engineers into the operations team. The BIM engineers connected the physical model to the telemetry, so a reading was located in the building rather than merely reported. The technicians provided the continuous cover the operation had been missing.
The outcome
Incident management delays fell by 50 percent, measured from the point a fault was raised to the point it was resolved. The reduction came from removing the wait for information rather than from working faster: the fault arrived already located, already attributed to an asset, and already carrying its own history.
Core data storage ran through the engagement with no unscheduled downtime. The maintenance record built during the work remains the single history for the estate, which is what allows a fault seen once to be recognised the second time.