THE PANAUM PIPELINE

End-to-End Automated Drug Discovery Workflow

PanAum's pipeline ensures every step flows logically from initial evidence collection to a final executive-ready report — with no manual handoffs and full scientific provenance at each stage.

  1. 01

    Evidence Input

    Integration of OpenTargets, GWAS, and CTD data to establish a high-confidence evidence base.

  2. 02

    Network & Enrichment

    Building the biological framework via STRING network construction and pathway enrichment analysis.

  3. 03

    Prioritization

    Determining the most promising therapeutic nodes via hub-gene scoring and final multi-criteria ranking.

  4. 04

    Optimization

    Enhancing drug candidate quality through target annotation, druggability screening, and known-drug comparisons.

  5. 05

    Generative Design

    De novo scaffold generation using the Generative Fusion Engine with in-loop ADMET filtering.

  6. 06

    Output & Reporting

    Consolidating intelligence into structured final reports and executive summaries for clinical decision-making.

Want the deeper science?

Read about the Generative Fusion Engine, In-Loop ADMET, Causal Target Validation, and AlphaFold3 integration.

Core Technologies →