A computational system for prioritizing tyrosine kinase inhibitors (TKIs) by integrating single‑cell transcriptional data, advanced computational modeling, and machine‑learning–based scoring to identify tumor‑specific signaling vulnerabilities across the entire tumor microenvironment.