IC Memo Generation Cut from 3 Days to 4 Hours

A real estate private equity firm in Europe was losing days per deal to manual IC memo preparation. Analysts pulled comparables from multiple databases, wrote narrative sections from scratch, and spent hours reformatting outputs into the firm's deck template — before any senior review even began.

We built a deal intelligence pipeline: raw deal data goes in (address, financials, deal structure), and a review-ready IC memo comes out in the firm's format. The system pulls live comps, structures the narrative using the firm's writing conventions, and flags data gaps for analyst review.

Memo turnaround went from 3 days to 4 hours. Analysts reclaimed 60% of their time on deal-heavy weeks. Every memo now ships with a full audit trail of data sources.