Data Story

Overheated Cluster Kitchen

Room-level data uncovered a site-specific cooking pattern driving consistent overheating in one PBSA building.
Scenario

At one site within a multi-asset PBSA portfolio, a recurring pattern kept appearing in the data. Certain KLDs were consistently among the warmest in the entire portfolio, week after week, with consumption to match. From the outside it looked like a heating problem. The centralised heating controls, though, were functioning normally. With The Utopi Platform flagging the overheated outliers, site teams went in to investigate.

Resolution

What they found was something a spike in utility bills couldn’t have explained: A cooking culture driving over-consumption, not a heating fault. One site alone accounted for 24 of the 35 cooking-related findings identified across the entire 10-site portfolio – with 69% of the cooking signals in the portfolio coming from a single building. Site teams documented clusters of rice cookers, five or more in a single shared kitchen, alongside air fryers, induction plates, and electric hobs running for hours at a time. One cluster kitchen was so heavily used that it ranked consistently in the top 10 warmest spaces across the whole 10-asset portfolio.

This isn’t a story with a confiscation ending, and it shouldn’t be. Cooking is part of how residents live, and it’s especially central to communities where shared meals and specific cuisines are an everyday norm. What the data made possible was something more useful than a ban: it gave the operator the evidence to engage that one site on energy consumption differently, to talk about ventilation, appliance efficiency, and shared-kitchen norms in a way that fits the residents who actually live there, rather than pushing a blanket policy across the whole portfolio. And none of this would have been visible without room-level data.

Data

69% of portfolio's cooking-related findings concentrated at one site

One cluster kitchen ranked in the top 10 warmest rooms portfolio-wide

>5 rice cookers found in one shared kitchen, alongside air fryers

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