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.
The Challenge
Enterprise teams adopting LLMs faced a critical gap: no production-ready tooling to redact sensitive data before it reached model APIs, or to monitor what data was being processed. Compliance teams were blocking AI adoption as a result.
Our Approach
Bayseian serves as CTO-as-a-Service, leading the architecture, NER model development, and SDK design. The platform provides real-time PII detection and redaction at the API layer, with an LLM observability dashboard for audit trails and compliance reporting.
Outcome
Enprivacy is live and serving enterprise clients across Southeast Asia and Europe, enabling AI adoption without regulatory risk. The SDK integrates in minutes and provides ongoing compliance coverage.
Highlights
- Production SDK shipped and live
- Real-time PII detection and redaction
- LLM observability and monitoring platform
- CTO-as-a-Service engagement model
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