Stand up capture by default; notetaker with speaker attribution; ingest from mail/Slack.
Backfill archive: historical emails, Slack, decks; deduplicate and date.
Build document parsing for PDFs, board packs, spreadsheets, slides.
Implement identity resolution across Slack/mail/calendar; consistent IDs.
Build chunking and embedding pipelines; load vector and graph stores.
Implement incremental sync; handle edits/deletions; provenance at ingestion.

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