Calculators

Cost of ungoverned AI

Annual exposure from shadow tools, breach likelihood and lost productivity.

Employees4,200

Using unapproved AI tools38%

Annual data-incident likelihood12%

Cost per incident$3.5M

Rework hours / shadow user / week1 h

Annual risk exposure

$4.1M

Shadow-AI users1,596

Expected breach cost$420k

Data-leakage handling$192k

Productivity loss$3.4M

Avoidable with governance (~65%)$2.6M

Publish approved-tool tiers and SSO-enforce them: the fastest lever on shadow usage.

Tier B authored model · assumptions dated 2026-Q3 · verify before relying.