Apply Plan-Do-Check-Act to ingest a new vector-search corpus with measurable quality gates.
The launch pressure A noisy transcript corpus must go live quickly, but it can change search quality and privacy exposure. PDCA creates a small loop before the corpus becomes a large problem. PDCA for retrieval Plan the gate, do a sample, check relevance, act on evidence A corpus launch should pass a retrieval-quality gate before full rollout. Shortcut Embed all transcripts and fix complaints later A launch decision with evidence. Corpus ingestion should be reversible until retrieval quality is proven. P Plan gate D Do sample C Now you try Plan You have 6,400 call transcripts and a Monday deadline.
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