Family Office Consolidated Reporting: Can AI Finally Solve It?
In this short video, TFOA founder Marc Sharpe looks at why consolidated reporting is so hard for family offices, and whether AI can finally solve it.
It’s a companion to TFOA’s whitepaper on family office consolidated reporting.
Transcript
Consolidated reporting has been the impossible problem for family offices for decades. AI might finally change that.
Here’s why it has been so hard. Your wealth doesn’t sit in one custodian. It sits across private equity GPs, oil and gas operators, real estate managers, art appraisers, family trusts. Each sends data in its own format. PDFs. Spreadsheets. Quarterly letters. No two look alike. That’s the wall every consolidated reporting platform has hit.
What’s different now is AI’s ability to handle unstructured data. The same models that read contracts and summarize emails can ingest a fund’s quarterly letter and extract the line items. Read a K-1 and pull the relevant numbers. Normalize formats your old platform would have rejected.
This isn’t a magic fix. The data still needs to be checked. But the bottleneck is shifting from human bandwidth to model accuracy. That’s a different problem to solve, and the trajectory is exciting.
