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Ingest, shape, ship: the data path we keep returning to.

After a dozen ingestion projects, the same three-stage scaffold keeps winning. Here's the version we hand to new clients.

The full write-up is in production. In the meantime, get in touch if you'd like to talk through the work behind it.

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