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Two real mechanics, live in your browser

Nothing here calls our production systems — it's the same math and the same event vocabulary our platform uses, running entirely client-side so you can try it without an account.

ori_estimator.py — interactive

This is the exact weighted-average methodology our Executive Underwriting Reports compute today: 25 points per link click, 50 points per credential/data submission, −15 points per proactive report, averaged across your active employee population. Move the sliders to see how a workforce's mix of behavior shifts the score.

Organizational Risk Index
4.70 GRADE A
(25×20 + 50×8 − 15×40) / 200

A split-pane sandbox: the inbox on the left is entirely fake data, rendered client-side. The panel on the right is a live telemetry log — every click and report fires the same event vocabulary (link_clicked, positive_report) our real engagement pipeline writes, with zero network calls leaving your browser.

simulated_inbox — sandboxed, no real network calls
IT Service Desk Action required: password expires today
Priya (Finance) Q3 numbers — quick check?
Facilities Parking garage closed Friday
From: IT Service Desk <it-helpdesk@corp-secure-verify.example> [expand headers]
Return-Path: bounce@corp-secure-verify.example
X-Simulation-Header: phishshield-demo-2026
Received-SPF: none
Subject: Action required: password expires today

Your password will expire in 24 hours. Verify your identity now to keep access to your account.

Verify my account →

From: Priya Patel <priya@yourcompany.example>
Subject: Q3 numbers — quick check?

Hey — do you have five minutes before the 2pm to sanity-check the Q3 rollup?

From: Facilities <facilities@yourcompany.example>
Subject: Parking garage closed Friday

The east garage will be closed for maintenance this Friday. Please use visitor lot B.

telemetry_log — live