AI-assisted antibody lead selection: balancing predictions, biological function, and developability to streamline development
09 Feb 2027
Lead Identification & Optimization
- Where AI adds practical value in selecting antibody leads and prioritizing engineering changes.
- How to weigh conflicting predictions for affinity, specificity, immunogenicity, and developability alongside experimental evidence.
- How to design experiments that test predictions and guide the next engineering cycle.
- How to assess whether AI improves candidate quality and reduces experimental effort and development time.
