operated without risky human users in the analyzed data
Sysdig reported measurable progress in human-identity risk while machine identity complexity grew.
Sysdig Cloud-Native Security and Usage Report · 2025 ↗Updated 2026-10-04 · Security operations
Vulnerability management
maturity and governance statistics.
A source-first view of control coverage, exception discipline and the freshness of operating evidence. Published findings provide context; the measurement framework shows what to calculate inside your own environment.
01 / Published evidence
What the public data says.
Each figure links directly to the organization that published it. Vendor telemetry and community surveys are labelled rather than blended into one invented industry average.
of breaches started with vulnerability exploitation
Verizon says vulnerability exploitation became the leading breach entry point in its 2026 DBIR.
Verizon 2026 DBIR announcement · 2026 ↗global average breach cost
IBM reported this global average in its 2026 Cost of a Data Breach research.
IBM 2026 Cost of a Data Breach · 2026 ↗02 / Your baseline
Measure the system you actually run.
Use these formulas consistently for at least one complete operating cycle. Keep scope, exclusions and collection dates beside the result.
Automated control coverage
Automated controls ÷ applicable controls × 100
Median exception age
Median days an approved exception remains open
Evidence freshness
Evidence items inside their refresh window ÷ all required items × 100
03 / Interpretation
A number without a denominator is decoration.
Segment results by environment, workload owner and business criticality. A falling average can hide one critical service getting worse; a rising count can simply reflect better discovery.
- Record the source system and collection window.
- Separate discovered, in-scope and actively managed populations.
- Keep medians and tail values where averages hide risk.
- Annotate architecture, policy and tooling changes.
- Recalculate after remediation instead of closing on intent.
Related benchmarks
Look at the adjacent signal.
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Gritt can map the data sources, calculate a defensible baseline and implement the changes behind it.
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