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ProductBridge founder details building AI pipelines that convert unstructured customer conversations into structured product data. The system normalizes inputs from Intercom, Slack, email, and reviews into one event format. Provenance preservation and idempotency keys prevent data corruption. Detection and extraction are separate stages with distinct failure modes.
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