Engineering Checklist

    Enterprise AI & LLM Deployment Checklist 2026

    Operational checklist for integrating OpenAI models, Pgvector RAG search, rate limiting, and hallucination filters into web apps.

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    Enterprise AI & LLM Deployment Checklist 2026

    Deploying AI in enterprise environments requires strict safety guardrails. Use this checklist to ensure zero data retention, sub-second vector queries, and accurate LLM outputs.

    Zero Data Retention API Setup

    Verify third-party LLM APIs operate under enterprise zero-retention privacy policies.

    Vector Embedding Indexing (IVFFlat/HNSW)

    Tune Pgvector index parameters to ensure sub-100ms vector similarity lookups.

    Hallucination & Fallback Guardrails

    Implement prompt guardrails and system fallbacks when model confidence drops below threshold.

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