Butterfly Projection Technical–Actuarial Web Risk Engine
DECISION · PRIORITIZATION · ACTUARIAL
TECHNICAL–ACTUARIAL CYBER RISK

Economic framing for malicious web risk.

Butterfly Projection is a technical–actuarial engine that quantifies and prioritizes malicious URL and web asset risk at the portfolio level.

Expected loss, tail risk, and decision-ready structures for cyber and actuarial teams.

Apply for Developer Preview Stealth phase · Controlled access
What Butterfly Projection does
Decision support · No internals

Technical–actuarial intelligence for web risk portfolios

Butterfly Projection evaluates malicious URLs and web assets across portfolios, mapping technical cyber signals into economic risk structures.

The focus is not detection.
The focus is decision.

  • Translation of web threats into expected and extreme loss metrics
  • Portfolio-level views of risk concentration and tail exposure
  • Actuarial risk banding designed for decisions, not alerts
  • Compact summaries and reports intended for human judgment
Why it matters
Clarity over noise

Most security systems are optimized for detection. They are not optimized for economic prioritization.

Teams struggle to answer simple questions:

  • Which web exposures matter financially?
  • Where are losses likely to concentrate?
  • Which risks justify action, transfer, or acceptance?

Butterfly Projection is built to support these decisions using actuarial framing and portfolio-level structure.

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.

Apply for Developer Preview Butterfly Projection is intentionally quiet. If it resonates, you already know why.