AI Risk Calculator

Quantify the "Hidden" risks in your training data beyond just storage costs.

The Silent Killers of Corporate AI

ROT Data

Risk: Hallucination. Redundant data confuses models.

PII

Risk: GDPR Fines. Data extracted via model inversion.

SHI

Risk: Reputation. Sensitive Health info leaking.

Poison Data

Risk: Backdoors. Malware breaks training pipelines.

Risk: Legal Action. Training on IP you don't own.

Volume & Cost

Currency

Training Data Volume

100 TB

Cost to Train per Doc

£0.010

Risk Questionnaire

1. Confidence that training data contains zero PII?

2. Last time you purged data older than 7 years?

3. Training on 'Open Shares' (Public Read Access)?

4. Estimated percentage of duplicate files?

Your AI Readiness Report

Based on your provided parameters.

0/100Low Risk

"AI Ready"

Financial Impact

£0

Wasted training on ~0.0M ROT files.

Quality Impact

• Leakage: High PII exposure risk.
• Bias: Old data values.
• Good hygiene detected.

The Lightning IQ Fix

We can identify and remove the £0 of waste data and reduce your Risk Score to <20 in 48 hours.

Start the Cleanse

Disclaimer: The figures and results presented in this calculator are for illustrative purposes only. They are based on subjective inputs, industry averages, and assumptions that may not reflect your specific environment or actual risks. Actual results will vary based on data composition, hygiene, and other factors.