Building Analytics

Describe the outcome required as well as the immediate issue. The starting information should identify the location, people affected and any change in use, so the assessment addresses the current requirement rather than simply repeating the previous arrangement.

The brief identifies data sources, time periods, quality checks, calculations and the decision the analysis supports. Outputs can include trends, exceptions and investigation priorities. It states where observations need physical checks before a maintenance or controls change is made.

Correlation is not proof of cause. Compare data against operating context and retain assumptions. Missing values, changed sensor locations and inconsistent units can create false patterns, so data quality and definitions belong in the scope before interpretation.

The proposal identifies the responsibilities that remain with the site or property team and the work included in our instruction. Connected repairs and specialist activities receive their own clear scope, so each person understands what they must arrange and what records they will receive.

Provide data exports, equipment references, operating schedules and known changes. Identify the building team able to explain events and validate findings. Agree which decisions the analysis should support and who authorises any subsequent intervention.

We establish the question, assess the available data and define the analysis. Findings distinguish measured observations from hypotheses and recommended checks. Handover includes the method, assumptions and practical next actions rather than only charts.

For several sites, we agree consistent reporting and escalation while retaining local contacts and operating requirements. Each action stays connected to its building or service area, with a named route for decisions that affect the wider operation.

Data availability, cleaning, number of sources and analysis depth affect cost. Ongoing reporting has different requirements from a one-off investigation. Agree the refresh and support basis if the output will continue after handover.

Tell us about operating hours, critical periods and the activities that must continue. The programme and price should reflect those constraints, including any phased delivery, additional access arrangements and reporting needed by the operational team.

Offices need work coordinated with staff and visitors. Retail needs trading and deliveries considered. Hospitality brings guest areas and food operations into the brief, while education needs access planned around teaching. Our complete service and project offering supports all sectors, with the arrangements based on each site's actual activity.

We cover Northumberland, Tyne and Wear, County Durham and Tees Valley, including Berwick-upon-Tweed, Alnwick, Morpeth, Hexham, Newcastle, Gateshead, Sunderland, Durham, Darlington, Hartlepool, Stockton-on-Tees and Middlesbrough. View all locations.

For a multi-site requirement, provide the local contact and working restrictions for each address. A common service brief still needs the differences between premises recorded.

Read building management systems explained and recording maintenance evidence. Official guidance provides the relevant context for this service. Browse the Knowledge Centre.