Privaro.ai

Privaro.ai is an AI governance platform for enterprise data privacy. It places a governance layer between an organization and its AI models, monitoring interactions in real time, protecting sensitive data, enforcing policy, and keeping complete audit logs. Detection runs on input text and documents and looks for explicit sensitive values such as names, IBANs, and medical data. When something is found, a secure reversible mechanism replaces it with a safe token before the request goes to the model, and the response is scanned again on the way back. Policies decide which data may enter and leave, tool outputs and long documents can be compressed to reduce token cost, and a dashboard shows usage across the organization. A free trial demo is available.

- Detect sensitive data in prompts and documents in real time

- Mask or pseudonymize values with reversible tokens

- Audit every model interaction with a full log

- Control data flow with policy rules per team or use case

- Reduce token spend by compressing verbose tool output

- Legal teams doing AI-assisted contract review

- Healthcare organizations summarizing clinical notes and patient records

- Banks, insurers, and fintech firms running regulated AI inference

- Any organization that must show compliant AI use under GDPR or the EU AI Act

Specific pricing is not published, plans start around a Business tier, and terms can change, so procurement needs a conversation rather than a price list. Semantic detection reduces risk but is not a guarantee, and a masked output should still be reviewed before it leaves the building. Setup means connecting providers, managing keys, and writing policy, which is real work for a small team. The value shows up most clearly in regulated industries where the audit trail matters as much as the masking.