AI Research Center

Turn a security question into a citation- and confidence-backed finding. AI assists at every stage, but a human always reviews before anything is approved or published.

Research workflow

Created created

A research task is recorded with a title and question.
Agent Planning planning

The AI agent plans the study and generates a step sequence.
Source Collection collecting

Evidence sources are gathered across the intelligence network.
Evidence Evaluation analyzing

Evidence is evaluated for confidence, freshness and conflict.
Draft Finding draft

AI drafts the finding with citations and evidence used.
Human Review review

A human analyst reviews the draft.
Approved approved

Only a human reviewer can approve. AI never auto-publishes.

Example questions

Was CVE-2021-44228 exploited before a patch was released?
Which threat actors adopted the Log4Shell exploit chain?
How did mitigation guidance change after initial exploitation?

Transitions & guardrails

created → planning

planning → collecting

collecting → analyzing

analyzing → draft

draft → review

review → approved, draft

approved → end

No stage can be skipped, and draft → approved is forbidden. Approval requires a human reviewer.