Data quality precedes analytics
Most UK portfolios discover missing sub-meters, unmapped supplies and stale MPAN records the moment they start. Budget for a data-cleansing phase before expecting insight, and confirm the vendor helps with meter mapping rather than only consuming clean feeds.
