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The KnowlytiX Executive Companion

Written for the boards, executives, and risk and compliance leaders who decide whether an artificial-intelligence system is built, approved and defended. It is the business counterpart to the KnowlytiX AI Engineering Series which remains the authoritative technical reference for the architecture described here.

The Technical Volumes

The methods this book translates originate in the KnowlytiX AI Engineering Series by Agus Sudjianto and Wing Yan Lau. Readers who want the engineering beneath any argument here should turn to them.

Beyond “Chunk and Pray”: Building Trustworthy RAG with Geometric Knowledge Graphs

leanpub.com/beyondchunkandpray

Beyond “Prompt and Pray”: Building Governed Agentic Systems with Geometric Memory and Verification

Beyond “Ship and Pray”: Testing Agentic Systems with Geometric Ground Truth

The mathematical prequel to the series, by Agus Sudjianto and Wing Yan Lau:

Knowledge Graph Embedding as Geometric Operators: A Mathematical Foundation for

Trustworthy Agentic AI

A Note on the Examples. This book carries one running example: a governed complaint-handling assistant at a retail bank. The technical volumes build and test that same system, and this book picks it up at the decision to approve it rather thanthe decision to build it. Where a scenario is composite or illustrative rather than reported, it says so. Regulatory positions are stated as of mid-2026 and should be rechecked before they are relied on. Nothing in this book constitutes legal, regulatory or investment advice.

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Kick off your book project, get started with GhostAI, get better at marketing, or spend the day doing all three! Free live workshops on Zoom. Saturday, June 27, 2026.

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