Search to production

Data

Takes a retrieval system from a local prototype through to production: the index model, the migration off the local store, historical backfill, live ingestion per source, and the instructions an agent needs to use it.

Used when

When a retrieval prototype works and the question is what it takes to run it for real.

Loads first

• The local prototype skill first, then the production retrieval skill.
• The batch-workflow skill, for the backfill.

Returns

• The prototype's status, command surface and verification results.
• The corpus, chunk, link, embedding, metadata and data-governance contract.
• The readiness gate result and the questions still open.
• The production index model and the migration plan off the local store.
• The backfill design, with cost, idempotency, metrics and replay.
• The ingestion design per source.
• The rollout plan, the verification, and the remaining limitations.

Hands off

• Knowledge search — designing the retrieval agent itself