Strategy Notes
Sector and geographic alignment are strong (deep science, AI/biotech, remote-accessible). However, the founder is pre-seed with validated PoC and rapid development roadmap (target: fine-tune to AUROC ≥0.70, Servier pilot ARR), making a 3-year full-time PhD program a poor stage match. VSD targets early-stage researchers exploring venture creation, not founders already building ventures.