CASSANDRA crest
CASSANDRA
Remediation Velocity Tracking
T4 Remediation & Tracking · Gated Writes
"Tells you if you're winning — before the next audit asks."

CASSANDRA reads remediation history from navi.db to calculate your actual fix rate — how fast findings are closing, where the backlog is growing, and whether current velocity will clear the queue before SLA deadlines. It tells you where you'll be, not just where you are.

Capabilities

  • Queries navi.db for finding open/close dates to calculate remediation velocity
  • Identifies backlog growth rate by severity, owner, and asset group
  • Projects SLA compliance under current velocity
  • Gated velocity report — proposed, previewed, sent only on confirm

What CASSANDRA Calculates

CASSANDRA reads the finding timestamps already in navi.db — when each finding was first seen, when it was last seen, when it closed — and calculates the real remediation rate. It then projects whether that rate will clear the current backlog before your SLA deadlines arrive.

Why It Matters

Point-in-time finding counts don't tell you if you're winning. CASSANDRA gives you the trajectory — so you can show the board whether the programme is working, from data already in navi.db, before the next audit asks.

Gate Model

Every velocity report is proposed and previewed before delivery. CASSANDRA requires explicit per-call confirmation. Works entirely from navi.db — no external feeds.

Part of The Hounds — open-source AI agents for Tenable Exposure Management · thehounds.ai
The Hounds · thehounds.aiCASSANDRA · Remediation Velocity TrackingGPLv3 · Independent & Open-Source