Enterprise Security

3-layer SQL protection, server-side credit deduction, and draft-only write operations keep your store safe.

Security is built into every layer of Project Shadow. AI-generated SQL queries pass through three independent validation layers before touching your database. Credits are deducted server-side so they can't be manipulated. All write operations create drafts, never publish directly. Your customer data never leaves your server.

Capabilities

How It Works

  1. AI Generates SQL: WooBrain creates a SQL query based on your natural language question.
  2. Plugin Validates: The plugin-side validator checks for forbidden tables, injection patterns, and enforces limits.
  3. Server Validates: ChatbotSqlGuard on the server performs a second independent validation pass.
  4. Safe Execution: Only validated queries execute against your local database. Results are formatted and returned.