Analytics & Characterization

Standardization and harmonization of methods across the field and with regulators
Connecting analytical attributes to clinical meaning to assess which CQAs actually predict outcomes
The shift from release testing toward deeper structural and functional understanding
Analytical strategies for a multi-modality pipeline beyond traditional ADCs
Where automation, high-throughput, and informatics genuinely pay off
Data and AI in conjugate characterization
Analytics as the bottleneck — is characterization keeping pace with conjugate complexity?