Built a local PII scanner for CSV/JSON datasets — runs entirely locally, no telemetry, exits non-zero in CI.

Founder of CertifiedData.io. Background in real estate, went full-time on data infrastructure tooling ~18 months ago. Looking for feedback on false positives and CI use cases.

Working on cryptographic payment rails, PII detection, synthetic data generation, certification, verification, and provenance for AI agents — linking transactions to policies, decisions, and verifiable receipts.

Background in high-stakes real estate. Recovered and went full-time on this ~18 months ago after seeing gaps in AI autonomy, verification, and control.

Looking for feedback on API design, security model, and real-world use cases.

Dk