How Amithos Shield Stops AI Data Leakage

Detect

When a user pastes content into any AI tool — ChatGPT, Microsoft Copilot, Google Gemini, Claude, or others — Amithos Shield scans the input in real time for sensitive data: personally identifiable information (PII), confidential internal data, credentials, financial records, and intellectual property.

This step is the foundation of enterprise AI governance. Whether an employee is using a company-approved tool or engaging in shadow AI use via an unsanctioned service, Amithos Shield intercepts and assesses the prompt before any data leaves the browser.

Detection happens locally and instantly. No content is sent to Amithos servers for analysis.

Protect

Identified sensitive values are automatically replaced with safe, semantically coherent placeholders. The AI receives full context — meaning, structure, and intent — without any of the sensitive values.

Because context is preserved, AI results are as strong as if the original data had been used. No degradation in output quality.

Restore

When the AI response arrives, Amithos Shield post-processes the output and seamlessly restores original values in the correct positions. The user sees the complete, accurate result — as if they had pasted the data directly.

Every exchange is logged in an audit trail your compliance team can review at any time. Logs include the timestamp, the data classifications detected, and the user context — providing the documentation needed to demonstrate AI governance maturity to auditors, regulators, and enterprise security teams.