AI Risk Management

The AI Risk module ingests live telemetry and surfaces alerts that may indicate a future failure or incident.

Layout

The page has two tabs:

• FLEET HEALTH OVERVIEW — aggregate health view, rule breakdown, distribution charts, radar chart, and recent alerts.
• ALERT FEED & REPORTS — chronological feed of every alert and the AI-generated reports tied to them.

Health overview

Region	Purpose
Header counters	Total vehicles / Normal / Warning / Critical.
Alert rule breakdown	Frequency of each rule firing.
Fleet risk distribution	Pie chart of risk classes.
Critical / Warning / Total cards	Quick alert counts.
Fleet health radar	Multi-axis health snapshot.
Recent alerts	Last N alerts with severity, time and source.

Test actions

Three test buttons at the top of the page (NORMAL, WARNING, CRITICAL) are used during development and demos to emit synthetic telemetry. They are disabled in production-only modes.

Severity levels

Severity	Meaning
Normal	No action required.
Warning	Watch — schedule maintenance soon.
Critical	Immediate intervention required.

Critical alerts are also surfaced in the Notifications center and via the global bell icon.

Exporting

The EXPORT CSV button downloads the current alert feed including severity, rule, vehicle, driver, and timestamp.