Method and confidence near each estimate.
Financial defensibility
CFOs
Review cyber-risk estimates with visible assumptions, confidence bands, and source citations before renewal or board review.
Review the financial-risk modelScenario drivers and sensitivity view.
Evidence summary for renewal or board review.
Buyer motion
What the route needs to make easy
- EBITDA bridge
- Insurance renewal pressure
- Assumptions view
- Confidence band
- Source citations
Every dollar figure needs method, confidence, source, and current limitation adjacent to the claim before publication.

Financial proof component
Financial impact stays inspectable.
A lighter FinancialHeroCard translation gives CFO and cyber-risk routes the money number, confidence band, and source caveat without adding a new public-site dependency.
FinancialHeroCard pattern
Portfolio value at risk
Decision-support value with assumption, confidence, and source coverage visible before a buyer treats it as a board claim.
CausalityCard pattern
Why this number moved
The card ties source coverage, exploitability, remediation state, and business context to the estimate instead of leaving the value as a naked claim.
Proof matrix
Route proof package
Solution pages use the same product proof grammar as capability pages, but organize it around the buyer's operating motion.