Revenue Leak — Asset Management

What this means for Asset Management

• Compliance reporting is a recurring fire drill — ADV updates, Form PF, AIFMD, MiFID II transaction reporting, and ESG disclosures each require pulling the same data from the same systems in slightly different shapes, every quarter.
• Fee compression has been structural for a decade — passive flows, ETF substitution, and platform consolidation are eating margin, and the operating model built for 75bps doesn't work at 35bps without serious cost surgery.
• Investment data lives in 11 systems — Bloomberg/FactSet, the order management system, the portfolio accounting system, the risk engine, the CRM, the ESG vendor, and a handful of Excel models that the PMs actually trust more than any of them.

Where it pays to act

• Research analyst copilots — earnings transcript summarization, filing diff detection, model-update assistance, and thesis-writing support that gives the analyst back the hours currently spent on the rote layer.
• Alternative data integration and signal extraction — satellite imagery, credit card panels, web traffic, and supply chain data ingested at scale and surfaced as analyst-ready signals rather than a CSV in a shared drive.