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iSimplifyMe · WhitepapersRev. 2026.052 papers

Architecture,
cited.

Engineer-citable reference architectures from iSimplifyMe. Each paper documents a production pattern we deploy for clients — private LLM, AWS Bedrock, regulated-industry posture, and the engineering tradeoffs that shape model selection, isolation, and compliance.

Layer 3: Data + Retrieval

A reference architecture for the data and retrieval layer of LLM-native AI systems on AWS Bedrock — pipelines, permissioned retrieval, hybrid search, context engineering, memory, and feedback loops — drawn from iSimplifyMe production deployments in regulated and mid-market work.

Joe Elstner · 2026-05-06 · 28 min read · AWS Bedrock · Hybrid Search · Retrieval Architecture
↳ Papers at /whitepapers/[slug]2 papers · 2026.05
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