"Just paste the Q4 report and summarize it." This simple instruction is happening thousands of times a day in your organization. And in about 40% of cases, that data is leaving your secure boundary.
The "Data Leak" isn't malicious; it's structural. Employees want to use LLMs to do their jobs faster. When the official tools are clunky or restricted, they turn to public web interfaces. They paste strategies, PII, and code into model windows that treat inputs as training data.
Structuring for Security
The solution isn't to ban LLMs - that's fighting gravity. The solution is to structure the interaction. By providing dedicated, enterprise-grade prompt interfaces that sanitize inputs *before* they hit the model, you enable productivity without sacrificing security.
PII Redaction on the Fly
Cosavu's Enterprise tier introduces real-time PII detection. If a user pastes a customer list, our local-first heuristics engine flags and redacts names, emails, and SSNs before the prompt is ever sent to the inference provider. The model sees "[CUSTOMER_NAME]" instead of "John Doe", performs the analysis, and we re-hydrate the data locally on the return trip.
It's a seamless experience for the user, and a compliant one for the organization.