Data Privacy · AI Compliance

AI adoption, without the regulatory risk.

Compliance teams block AI adoption when there's no production-ready way to keep sensitive data out of model calls. We build the redaction and observability layer that lets enterprises use LLMs under GDPR, PDPA and sector-specific frameworks — with an audit trail for every request.

How it works · compliant AI by default

Every model call, redacted and audited before it leaves your walls.

Enterprise teams send free-text, documents and support tickets into LLMs — most of it containing PII a compliance team never signed off on. We put a redaction and observability layer between your systems and any model, so sensitive data never reaches an API you don't control, and every call leaves an audit trail.

What it does · three capabilities

01

Real-Time PII Detection

Named-entity recognition tuned for your data — names, IDs, financial details and free-text PII caught before a model ever sees them.

  • Custom NER models per data domain
  • Sub-second detection at the API layer
  • Configurable redaction vs. tokenisation
02

LLM Observability

Every model call logged — what was sent, what was redacted, which model responded — so compliance teams can see, not just trust.

  • Full request/response audit trail
  • Per-model, per-team usage visibility
  • Exportable compliance reporting
03

Drop-In Integration

A proxy layer that sits in front of any model API — OpenAI, Anthropic, Gemini or self-hosted — so existing pipelines don't need a rewrite.

  • Minutes to integrate, not months
  • Works with any LLM provider
  • GDPR, PDPA and sector-framework coverage

Proof, not just promises

Privacy Tech · Singapore

Enprivacy

Developer SDK enabling real-time PII redaction and LLM observability for secure enterprise AI usage. Plug-and-play compliance layer for organisations operating under PDPA, GDPR, and sector-specific data protection frameworks. Bayseian operates as CTO-as-a-Service, leading architecture, NER model development, UI/UX, and research.

Live

Production status

PDPA + GDPR

Compliance coverage

Data Privacy · AI Compliance

Let your teams use AI without the compliance stand-off.

If 'we can't send that to an LLM' is blocking a project, we can show you what a governed model call looks like in your stack.