AI Data Leakage Risks: Protect Sensitive Business Data

How Employee AI Prompts Create New Data Exposure Risks

A new data-sharing route appears to be forming inside enterprise workflows - the AI prompt.

An employee may use an AI tool to summarize a client file, compare contract terms, or analyze a spreadsheet. The task may feel routine, but the prompt could contain sensitive account details, pricing assumptions, forecasts, customer information, or internal approval logic.

When this information enters a personal or unapproved AI tool, the organization may have limited visibility into where it was processed, retained, or reused. Existing controls may monitor email, cloud storage, and file transfers, but may miss the data employees manually enter into AI tools.

This creates an insider-risk issue without malicious intent. Employees are trying to complete routine work, yet sensitive business context may leave controlled systems through a channel that security and compliance teams do not fully observe.

RPost’s RAPTOR™ AI tech has a solution to this. It helps identify where AI may be influencing business communications and where sensitive information may be entering AI-assisted processes. Another RPost document security tech RDocs™, can help protect shared files, spreadsheets, and presentations from being read or processed by AI tools AFTER they leave the sender’s control.

If AI observability or the security controls around AI usage are on your radar, let’s talk!