Automatic Assignment of Biacore SPR and Octet BLI Kinetic Binding Curve Profiles with Artificial Intelligence

June 11, 2024

Surface plasmon resonance (SPR) and biolayer interferometry (BLI) generate massive volumes of binding‑profile data—yet manual assignment remains slow, subjective, and difficult to scale. This poster demonstrates how AI‑driven automation transforms SPR/BLI analysis, enabling consistent, high‑throughput binding‑profile assignment across diverse biotherapeutic modalities.

By applying deep‑learning models purpose‑built for AI/ML drug discovery, the workflow accelerates hit triage, improves reproducibility, and supports data‑driven decision‑making in AI biopharma research and development. Integrated AI data integrity, FAIR data principles, and modern AI data governance ensure that automated assignments meet enterprise‑level quality and compliance expectations.

Discover how AI‑powered SPR/BLI analysis enhances AI in scientific discovery, streamlines complex characterization workflows, and advances next‑generation ai drug discovery programs.