Data readiness work becomes harder to defer

iManage’s 17 percent analysis warns that missing even 10% of critical data can produce systematically wrong portfolio insights. The recommended foundation work includes consistent metadata, a system-enforced taxonomy, normalized counterparty names and historical remediation. For KM leaders, this gives a business case for the work that is often underfunded because it looks like cleanup rather than innovation.