The Problem
Portfolio companies send investor updates in wildly different formats — some as polished PDFs, others as rambling emails with attachments. Partners had no systematic way to track performance trends, compare metrics across the portfolio, or assess whether a CEO's projections were reliable. The firm was making follow-on investment decisions based on narrative updates rather than normalized data.
Worse, certain CEOs were consistently over-forecasting, but this pattern was invisible without longitudinal tracking.
The Solution
Runpoint built a monitoring system that transforms unstructured CEO communications into structured, comparable intelligence.
Email Ingestion & Extraction
CEOs forward quarterly updates to a dedicated inbox. The system extracts text and attachments, identifies key performance indicators (revenue, margin, cash position, pipeline), and normalizes everything into a standardized schema — regardless of the original format.
Projection Tracking
Every forward-looking claim or projection is captured and timestamped. As subsequent updates arrive, the system automatically compares realized results against prior projections, building a calibration score for each CEO over time.
Partner Dashboard
A consolidated view surfaces portfolio-wide trends, flags companies deviating from plan, and ranks CEO forecasting reliability. Partners can drill into any company's history to see the full projection-vs-reality timeline.
The Results
- Performance patterns surfaced that were invisible in individual email reviews
- CEO calibration scoring identified which leaders consistently over- or under-forecast
- Data-driven follow-on decisions replaced narrative-based assessments
- Hours of manual synthesis eliminated per reporting cycle across the portfolio