DataLeakDetector: SQL Query Privacy Auditor
Analyzes database queries across your codebase to flag PII exposure risks and compliance violations before they hit production
The Problem
Engineers regularly query databases without realizing they're exposing sensitive customer data (SSNs, emails, phone numbers, medical records) in logs, error messages, or analytics. Compliance teams have no automated way to catch these before deployment, leading to GDPR/CCPA fines and breaches. Manual code review misses 60% of these issues because PII patterns are context-dependent.
Target Audience
Backend engineers and DevSecOps teams at startups (50-500 people) and mid-market SaaS companies with strict compliance requirements (healthcare, fintech, education).
Why Now?
Regulatory pressure (GDPR fines tripled YoY), AI-generated code increased accidental PII exposure, and companies are moving from centralized to distributed data access models without proper guardrails
What's Missing
Enterprise tools (BigID, Salesforce Shield) are $50K+/year; open-source solutions require heavy setup. No simple pre-commit hook or Slack bot that catches PII queries in real-time with zero configuration.
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