PII Redaction in a Streaming Transcript Pipeline: Patterns That Actually Work in 2026
PII can span chunk boundaries, break with format variation, and tank LLM context. We cover a two-stage redactor (regex + LLM contextual) that buffers 2–3 chunks, hits 99%+ recall, and never lets PII reach analytics.