Research perspectives, practical field guides and reports for facilities teams and multi-building owners. Evidence, proposed methods and product capabilities are labelled separately.
How do signals become owned repairs? What makes preventive maintenance effective? How can a retrofit keep performing after handover? Our field guide brings these questions into one operating framework.
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A proposed predictive-maintenance review begins with the decision a team could make, the warning time it would need and the consequences of an incorrect alert. A fictional planning exercise connects prediction quality with operational readiness.
A lower energy total is an observation. Explaining why it changed requires a clear comparison. This practical analysis distinguishes actual use, weather-normalized metrics and a proposed review of operating changes before drawing conclusions.
A changing value on a screen is only the beginning of a useful building integration demonstration. This proposed review asks whether equipment identity, units, time and uncertainty survive the journey from source to operating decision.
A work-order total tells a portfolio manager how much is recorded, but not why work is waiting. A proposed review separates priority, readiness and dependency so that teams can identify the next decision without hiding unresolved work.
A building handover can include a full document set while leaving operators unsure why a system was configured that way. A proposed decision record connects design intent, accepted tradeoffs, open questions and the people responsible for review.
When a building dashboard shows no alarms, ask whether the monitoring is healthy too. A practical design proposal separates equipment condition from data availability, with a small exercise for testing stale and missing readings.
A fluent maintenance summary can hide uncertainty. A practical design proposal for separating observations, interpretations and proposed actions before an AI-assisted work order reaches a technician.
An override can solve a real operating need and still become tomorrow's unexplained exception. A practical proposal for recording intent and reviewing building controls without more nuisance alerts.
Buildings generate signals. Facilities teams need decisions they can explain, act on and verify. A source-backed Logic Foundry analysis of building analytics, AI, digital twins and the practical work needed to connect them.
An equipment name should help the next person find the right asset. Across multiple buildings, pair a recognizable name with its property and physical location, and check for an existing record before adding another. CORE-FM connects properties, assets and work orders so the equipment stays in context. Bring one building's asset list to a walkthrough: https://logicfoundry.ca/contact #AssetManagement #FacilityManagement #COREFM
Managing several buildings? Start each maintenance job with four things: the property, the asset, the next action and the person responsible. CORE-FM brings properties, assets, work orders and preventive maintenance into one facilities platform. Here is a practical way to review your workflow. Want to see it around your own buildings? Request a CORE-FM walkthrough at https://logicfoundry.ca/contact #FacilitiesManagement #PropertyManagement #COREFM
We link primary sources, keep statistics in their original geography and period, and label hypotheses as proposals. Reports are source-backed analysis, unless explicitly stated otherwise. Research does not imply a shipped feature or a measured customer result.
English-language guidance is globally relevant, with an operating focus on Canada and the United States. Local requirements and site conditions belong in each building's decision process.