Cyber risk, framed economically

Decision support for web risk portfolios.

Butterfly Projection scores URLs and web assets using hybrid cyber heuristics, machine learning, and actuarial thinking to prioritize malicious web risk at the portfolio level.

From expected loss and VaR-95/99 to decision-ready risk bands for cyber and actuarial teams.

Request early access ↗ Stealth phase · Controlled-access Developer Preview

What Butterfly Projection does

Decision support · No internals

Technical–actuarial engine for web risk

Butterfly Projection evaluates and prioritizes malicious URL and web asset risk across portfolios, rather than one URL at a time. The focus is on economic impact, not just technical signals.

Hybrid cyber heuristics and ML for malicious URLs
Actuarial mapping into EL, VaR and UL metrics
A/B/C/D risk banding for portfolio-level views
Readable summaries and PDF reports for decisions

Why it matters

Clarity over noise

Security tools generate large volumes of alerts. Most of them are optimized for detection, not for capital and risk decisions.

Butterfly Projection is designed to help teams:

Estimate expected and tail losses for web exposures
Understand severity concentration across portfolios
Prioritize investigations by financial impact
Support automated, rule-based risk actions

Cyber underwriting Risk appetite Capital & pricing

What’s next

Roadmap items are intentionally high-level. Internals, models, and implementation details remain private during the stealth phase.

Lightweight risk assessment API for URLs
Compact portfolio view for web exposures
Automated actuarial risk report generation
Bridges for cyber and actuarial workflows
Technical note / whitepaper (v1)

Early access & collaboration

We’re exploring collaborations with selected cyber, risk, and actuarial teams who want to experiment with web-focused cyber risk intelligence and actuarial framing.

Request early access Butterfly Projection is intentionally quiet. If it resonates, you already know why.