SentryInsight case study

Exploitation Intelligence Reports

SentryInsight turns CVE and exploitation evidence into dated reports that connect affected systems, attack context, and response priorities. If a new run is not trustworthy, it preserves the last verified report.

  • Python
  • LangGraph
  • Pydantic
  • OpenRouter

What this project changes

Built for
Threat analysts and incident responders evaluating active exploitation risk.
The problem
CVE notices often separate vulnerability details from affected systems, exploitation evidence, and the response context needed to prioritize work.
The outcome
SentryInsight publishes dated exploitation reports that connect CVE evidence, affected systems, attack context, and response priorities.
Why it can be trusted
Fail-closed publishing prevents an untrustworthy run from replacing the last verified report, while dated archives preserve what changed.
SentryInsight project interface

Inspect the evidence

Browse dated exploitation reports