2028+
Outcome Oracle
Predicted liquidity event pricing based on years of outcome calibration data. The culmination of our inputs-to-outcomes feedback loop.
Vision
From valuation to prediction
Outcome Oracle uses our growing database of predicted vs. actual outcomes to improve future predictions.
Outcome Database
Every memo we produce gets tracked against eventual outcomes.
Calibration Loop
Our models improve as we accumulate outcome data.
Predictive Signals
Eventually: probability-weighted exit price predictions.
Timeline
Why 2028+?
Outcome Oracle requires years of outcome data to be statistically meaningful. We are building this foundation now through our current products:
- Every Liquidity Memo creates a prediction to track
- Every Portfolio Mark Support engagement adds data points
- Every actual liquidity event (M&A, IPO, secondary) calibrates our models
- We need 3-5 years of data before predictions become reliable
2028+
Long-term vision
Outcome Oracle is our long-term goal. Start building the data foundation with us today.