Prompt Leak Auditorv1.0.0

A SaaS company maintains a large library of system prompts for their AI assistant. They use Prompt Leak Auditor to scan all prompts for accidentally embedded API keys, internal paths, or confidential rules before deployment, ensuring no sensitive data leaks through prompts.

An enterprise security team receives a new AI skill package from a third-party vendor. They run Prompt Leak Auditor on the skill's documentation and prompts to identify any potential leaks of internal corporate rules, paths, or secrets before integrating it into their environment.

A DevOps team integrates Prompt Leak Auditor into their CI/CD pipeline for AI features. Before any prompt update goes live, the tool scans for hardcoded credentials or internal instructions, blocking deployments that contain suspicious patterns.

An AI compliance officer in a regulated industry (e.g., healthcare) uses the auditor to ensure that customer-facing prompts do not inadvertently reveal operational details, proprietary algorithms, or patient data, helping meet compliance requirements.

A prompt engineer drafts a complex prompt with multiple instructions and variables. They run Prompt Leak Auditor locally to check for any accidental inclusion of API keys, file paths, or internal guidelines before submitting the prompt for production use.

Offer a free tier that scans up to 5 prompts per day, with a premium tier for unlimited scanning, priority support, and integration with CI/CD pipelines. Revenue from monthly subscriptions.

Sell per-seat or per-organization licenses for companies to run the auditor on-premises or in their private cloud, with custom rule sets and compliance reporting. Revenue from annual license fees.

Bundle the auditor with security consulting services: initial audit of all existing prompts, training for prompt engineers, and ongoing monitoring. Revenue from consulting hours and tool subscription.