TWINLADDER
TwinLadder
TWINLADDER
Risk Calculator

AI Risk Calculator

Evaluate risk based on workflow type, jurisdiction, and data sensitivity. Designed to help you decide what AI can handle—and what needs human review.

Risk Dimensions

The calculator evaluates workflows across three key dimensions.

Data Sensitivity

Client data, privileged information, PII exposure

Public info
Internal
Client data
Privileged

Output Criticality

How wrong outputs impact client outcomes

Brainstorming
Research
Draft work
Final deliverable

Verification Burden

Effort required to validate AI output

Quick check
Spot check
Full review
Expert validation