Measurement Engine

Readiness Scoring Engine

Measure real operational judgment — not quiz recall. Score evidence usage, decision quality, escalation timing, communication behavior, and recovery execution.

Scoring Dimensions

Every simulation session is scored across 9 operational dimensions. Each dimension is weighted based on its impact on real incident outcomes.

Time to Detect

15%

How quickly the operator identified the alert and began triage

Investigation Quality

15%

Depth and breadth of evidence inspection before forming hypotheses

Evidence Usage

12%

Percentage of available evidence inspected and correctly interpreted

Hypothesis Quality

12%

Accuracy and reasoning behind root-cause theories formed during investigation

Escalation Timing

10%

Whether escalation happened at the right moment with appropriate severity

Mitigation Correctness

12%

Whether the chosen mitigation addressed the actual root cause

False-Path Recovery

8%

Ability to recognize and recover from wrong investigation paths

Communication Behavior

8%

Clarity, frequency, and accuracy of stakeholder and team updates

Retrospective Quality

8%

Depth of post-incident reflection and identification of process improvements

Sample Readiness Scorecard

readiness-scorecard://session-2026-0510
OPERATOR
SRE Team Lead
OVERALL SCORE
78/100
Time to Detect
85
Investigation Quality
72
Evidence Usage
90
Hypothesis Quality
65
Escalation Timing
80
Mitigation Correctness
88
False-Path Recovery
55
Communication
70
Retrospective Quality
82
WEAK AREA
False-Path Recovery
STRONG AREA
Evidence Usage
RECOMMENDED DRILL
Red Herring Recovery

Scoring Outputs

Individual Readiness Score

Per-operator score across all dimensions with historical trend

Team Readiness Score

Aggregate team score weighted by role coverage and collaboration

Skill Gap Analysis

Identify specific operational skills that need targeted practice

Drill Recommendations

Auto-suggested follow-up simulations based on weakness areas

Trend History

Track readiness improvement over weeks and months of simulation practice