Cybersecurity Operations · weekly

Remediate by risk, not by scan-dump

Drop in open vulnerability findings; get back a register sorted by severity with count and average days open per severity, and an optional risk score.

Drop in

vulnerability findings (JSON or CSV)

Required columns
vuln_idasset_idseveritycvss_scoreremediation_ownerdays_open

Optional: criticality_multiplier → risk_score per finding; cvss_minimum (0 = all)

Get back

  • vuln_entries register
  • by_severity summary
Sample outputs
by_severity
vuln_scope
risk_score

These fields appear in the XLSX/PDF artifact after a run on your own data.

How it runs

What every run guarantees

Deterministic

Byte-identical replay, 100% across 10,200+ controlled runs.

Fast

Compiled logic runs in seconds. Batches process at 25,000+ rows/sec.

Confirmed

A named human confirms the compiled logic once — the model is out of the loop on every run.

Auditable

Every artifact is SHA-256 content-addressed and hash-linked.

Usage-based

You pay per run, not per seat.

Output: XLSX / PDFTTV: 1 actionDeliverable (tier B)Inputs: 6

Run it on your file

10 free runs. No credit card. No setup. Drop in your export and get the register back in seconds.

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