The Struxiva blog
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Buildings have never generated more data. Most owners still can't answer the four questions that matter most.
Read more →A building rarely calls the same piece of equipment by the same name twice. Here's how a system decides which mentions are actually the same thing.
Read more →A building's records are full of numbers that look fine and aren't. Here's how a system decides whether a value could actually be true before anything trusts it.
Read more →A building's information is rarely missing. It's scattered, and the scattering destroys the relationships that make it useful.
Read more →The question isn't how much AI to use. It's where the boundary sits between the parts allowed to be creative and the parts required to be correct.
Read more →Accuracy is a property of a model. Trustworthiness is a property of the system around it, and only the second one answers what an operator is asking.
Read more →A building already contains most of the information needed to understand it. It rarely contains that information in a form anything can use.
Read more →BIM models, drawings, audits, sensors and work orders all describe the same building. Nothing in the usual stack is responsible for making them agree.
Read more →Most digital twins are accurate on the day they are handed over. Keeping one true a year later is a different engineering problem.
Coming soonEvery AI claim about a building inherits the quality of the records underneath it. Most of those records have never been checked.
Coming soonInside the interface that turns a validated graph into a plain-language answer.
Coming soonPredicting a failure is the easy half. Knowing which asset it belongs to, and whether the data supports the call, is the rest.
Coming soonA rule can tell you a valve has been open too long. Only a system that knows what the valve is for can tell you whether that matters.
Coming soonOptimising a building means changing how it actually runs. That is only safe when the knowledge underneath has been validated rather than assumed.
Coming soonThe job has always depended on holding a building’s history in someone’s head. That is the part about to change.
Coming soon