- Chapter One
- Chapter Two
- Chapter Three
What Your AI Cannot Prove
Governing AI in Regulated Industries
This book is 100% completeLast updated on 2026-07-30
Your pilot went well. That was never the question. In a regulated industry, an AI system is acceptable only when it can prove what it did: which source it used, what stopped it acting, why it decided as it did eleven months ago. A field guide for the executives who have to sign.
Minimum price
$8.00
$19.95
You pay
Author earns
PDF
About
About the Book
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.
Feedback
Author
About the Author
KnowlytiX
Al Nugroho
Al Nugroho has spent more than twenty years on the side of the table that asks for evidence.
He is Chief Operating Officer and co-founder of Modeva.ai and KnowlytiX, where he leads product strategy for enterprise platforms in trustworthy AI, agentic AI, model validation, and AI governance, built for institutions that have to defend what their systems do. He advises banks on AI governance operating models and on folding AI oversight into the model risk functions they already run.
Before that came two decades inside large financial institutions, mostly in second-line roles whose job was independent challenge. He was a Senior Vice President and Business Accountability Director at Wells Fargo, Head of Regulatory Risk at Banc of America Merchant Services, and held leadership roles in model risk, credit risk analytics, operational risk, and global compliance across thirteen years at Bank of America.
The through-line is the meeting this book is about. Someone presents a system. Someone else has to decide whether the institution could defend it later.
He is a Certified Regulatory Compliance Manager and holds an MBA in finance from the University of Colorado Boulder. He lives in Charlotte, North Carolina.
Contents
Table of Contents
The Leanpub 60 Day 100% Happiness Guarantee
Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms...
Earn $8 on a $10 Purchase, and $16 on a $20 Purchase
We pay 80% royalties on purchases of $7.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between $0.99 and $7.98. You earn $8 on a $10 sale, and $16 on a $20 sale. So, if we sell 5000 non-refunded copies of your book for $20, you'll earn $80,000.
(Yes, some authors have already earned much more than that on Leanpub.)
In fact, authors have earned over $15 million writing, publishing and selling on Leanpub.
Learn more about writing on Leanpub
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
Write and Publish on Leanpub
You can use Leanpub to easily write, publish and sell in-progress and completed ebooks and online courses!
Leanpub is a powerful platform for serious authors, combining a simple, elegant writing and publishing workflow with a store focused on selling in-progress ebooks.
Leanpub is a magical typewriter for authors: just write in plain text, and to publish your ebook, just click a button. (Or, if you are producing your ebook your own way, you can even upload your own PDF and/or EPUB files and then publish with one click!) It really is that easy.