How we validated 250+ portfolios — 2,000 assets and 3.3 million data points — for a global real estate private equity firm, and made every downstream ESG report trustworthy again.
Every ESG figure a fund reports — its GRESB score, certification coverage, carbon footprint, ENERGY STAR benchmarks — traces back to one place: the asset record. But that record is created in the rush of an acquisition, by people closing the deal, not reporting ESG. Addresses get abbreviated. Construction years left blank. Floor areas estimated. Asset classes mislabeled.
None of it looks like a problem — until reporting season, when the numbers don't tie out, submissions get flagged, and the team spends weeks tracing a discrepancy back to a single field someone fat-fingered at onboarding.