AI risk intelligence

AI for Risk Assessment

We explore machine learning, knowledge graphs, and language models for risk identification, evidence extraction, scenario generation, and decision support.

AIknowledge graphdecision intelligence

Core Questions

  • How can AI extract risk evidence from literature, reports, and real-time data?
  • How can models remain interpretable and auditable under deep uncertainty?
  • How can language models work with traditional risk models, databases, and expert knowledge?

Methods & Capabilities

  • Knowledge graphs and information extraction
  • Machine-learning risk prediction
  • Language-model-assisted scenario generation and reporting

Expected Outputs

  • Risk knowledge base
  • AI-assisted assessment workflows
  • Explainable risk report generator