# Governing Kafka Data for the AI Era

72% of enterprises use AI weekly. Most feed it from Kafka. But Kafka has no built-in lineage, policy enforcement, or field-level encryption.

## The Gap

- **No data lineage:** Where did this data come from?
- **No policy enforcement:** Who can access what?
- **No field-level security:** PII flows everywhere

## What You'll Learn

- Security and compliance risks in streaming AI pipelines
- How data quality impacts AI reliability
- Implementing field-level encryption and access control
- Zero-trust architecture for event-driven AI

## Who This Is For

Platform engineers, data architects, and security teams building Kafka infrastructure for AI workloads.