Konuke Tools
Risk Cost Simulator
Model the hidden expected cost of agent errors escaping review. Risk Cost = Escape Rate × Blast Radius × Frequency. Edit scenarios live and watch the annual exposure change.
Total Annual Risk Exposure
$2,324.16
Across 3 workflows
Highest Risk Workflow
Support Ticket Auto-Reply (no gate)
$2,304/yr
Quick Sensitivity (applies to all)
Watch the totals and bars update instantly. This is how you model the impact of better reviews or tighter scope.
Workflow Scenarios (edit live)
Weekly Exec Brief (draft only)
Escape Rate
Blast Radius (hours)
Frequency
Period
Risk Cost (this period)
0.48
Est. Annual Risk Cost
5.76
Share of total annual exposure0%
Support Ticket Auto-Reply (no gate)
Escape Rate
Blast Radius (hours)
Frequency
Period
Risk Cost (this period)
192
Est. Annual Risk Cost
2304
Share of total annual exposure99%
• Escape rate above 5% is material. Improving review processes or adding gates will have outsized impact on risk cost.
• This single workflow carries significant expected annual risk cost. Prioritize guardrails here first.
Dependency Scanner (PR comment)
Escape Rate
Blast Radius (hours)
Frequency
Period
Risk Cost (this period)
1.2
Est. Annual Risk Cost
14.4
Share of total annual exposure1%
This model shows why security controls are not a cost center — they are the fastest lever on risk-adjusted ROI. The numbers above are the exact model most teams bring into our first workshop.
Ready to turn this into real operating practice?
We help teams embed these tools into their actual workflows, review processes, and governance.