UpZoom

AI & Agents · July 25, 2026

Production RAG checklist for startups

Data boundaries, evals, latency budgets, and fallbacks — before you demo to the board.

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RAG demos are easy. Production RAG is a product surface. ## Checklist - **Source of truth** — Which docs are in-scope? Who owns updates? - **Chunking + metadata** — Retrieval quality beats model swaps. - **Eval harness** — Golden questions before go-live; regression in CI. - **PII / tenancy** — Filters at retrieve time, not “prompt politely.” - **Latency & cost budgets** — p95 and $ per answer published to the team. - **Fallbacks** — Empty retrieval, low confidence, or tool failure paths. - **Observability** — Trace retrieval → generation → user feedback. UpZoom scopes this as an Agent product sprint with Layer 2 delivery standards. --- **Ready to put this into practice?** [Send a brief](/contact) — we’ll map Starter, Squad, ODC, or an Agent product sprint to your next 90 days.

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