comp bio
Drug discovery is basically a casino where the house almost always wins. Around more than 90% of drug projects never make it to patients, and the price of failure climbs steeply the further along you go. Flop early in discovery? That’s about a million dollars down the drain. Flop
beginner
Picture a thriller where the hero tracks down the villain using perfect surveillance footage, kicks down the warehouse door, and finds nothing. The target vanished hours ago. This is exactly what happened when our docking algorithm ranked millions of "perfect" binders in an afternoon. The wet lab results?
Imagine spending over a decade and billions of dollars chasing a single medicine, only to see most candidates fail before they ever reach a patient’s hands. That’s the reality of drug development today. On average, it takes 12 to 15 years and billion of dollars to bring a