Fee leakage isn't a finance problem — it's a visibility problem. Last week: two institutions that couldn't answer "what's our first-pass collection rate" because the data sat in systems that had never been queried together. The admissions CRM, the student finance module, and the bank reconciliation feed were three separate exports, manually stitched in Excel by a staff member who was also managing enrolment communications. Nobody owned the joined view. Nobody was accountable for what it showed.

Clinical data fragmentation in pharma is the same problem as ERP fragmentation in higher ed — 12 systems, none authoritative. Last week: a CRO told us their regulatory submission was delayed because the clinical data and the safety database disagreed on patient disposition status. Two systems. Two answers. Neither team could resolve the conflict without a data governance owner who didn't exist. The submission slipped by six weeks. The cost of the delay was a multiple of the cost of the governance fix.

Hospital revenue leakage from billing: the claim that goes out unclean because the clinical documentation layer didn't talk to the billing system in time. Last week: two hospital CFOs confirmed their first-pass clean claim rate is below 80%. The industry benchmark is 95%. The gap — 15 percentage points — represents denied claims, resubmission costs, and delayed cash flow that compounds monthly. In both cases, the root cause was not coding error or clinical documentation quality. It was the absence of a real-time integration between the EMR and the billing workflow.

The GCC that can't answer "what do we uniquely deliver for the parent org" is a cost centre with a headcount problem. Last week: a GCC MD preparing for a parent org review who couldn't articulate the value proposition beyond "lower cost." No outcome metrics. No business impact data. No capability differentiation narrative. The parent org's question — "what would we lose if we shut this down?" — had no evidence-based answer. The accountability gap here is strategic, not operational: nobody owns the mandate to demonstrate value.

The renewable project that relies on the EPC contractor's data handoff for O&M planning is building in a performance risk from Day 1. Last week: an IPP whose O&M team received an asset register with 40% of sensor tags missing. The EPC contract had no data quality specification for the handoff. The O&M team is now manually reconstructing the register from commissioning documents — at post-COD day rates — while the plant is already generating. Nobody in the project governance structure owned the data handoff standard.