What this stage does
Score each program's probability of technical, regulatory, and launch success — the number that decides fund-or-kill and where portfolio investment goes next.
Where AI applies
Base-rate assembly from historical precedent, decomposition of the estimate into visible priors, and scorekeeping that tracks forecast accuracy over time.