The 6‑Layer AI Model: The Best Strategy for Managing Enterprise AI

Описание: AI is hitting the real world: budgets, regulations, and board‑level risk. In this episode, DerlyG uses NotebookLM to synthesize frameworks from IBM, NIST, and leading enterprise sources into a practical, six‑layer AI stack that finally includes the missing piece: governance, risk, and compliance as "Layer Zero."

See why "we're using AI" is not a strategy and "we have controls" is not a security architecture. DerlyG walks through every layer, infrastructure, model, data, orchestration, application, and the new governance foundation, explaining what each layer means for security teams, tech builders, and business leaders. You'll learn where risks like prompt injection, data poisoning, model theft, and tool abuse actually live, and who should own them.

The episode closes with a five‑step action plan you can use tomorrow: whiteboard your AI systems against the six layers, build a simple risk register, map existing compliance work, create a layer‑by‑layer dashboard, and ask the one question that separates AI hype from real governance.

🔑 What You Will Master:

Why the five‑layer tech stack isn't enough without governance

Layer Zero: defining AI risk appetite, policies, and accountability

Layer‑by‑layer risks: infrastructure, model, data, orchestration, application

Who owns what: security pros, tech teams, business leaders

A practical five‑step action plan to start governing AI today

⏱️ Key Moments (Jump Ahead):

0:00 Intro
0:35 The AI Strategy Problem
2:10 IBM's Five-Layer Stack and What's Missing
4:00 Layer Zero: Governance, Risk, and Compliance
5:45 Layer 1: Application Prompt Injection and Brand Risk
7:20 Layer 2: Orchestration Agent and Tool Abuse
9:00 Layer 3: Data Poisoning, PII, and Regulatory Exposure
10:40 Layer 4: Model Theft, Inversion, and IP Protection
12:15 Layer 5: Infrastructure Hardware, Cloud, and Blast Radius
13:50 Five-Step Action Plan for Tomorrow

This episode is a must‑watch for CTOs, CISOs, AI leaders, architects, and anyone responsible for turning AI ambition into governed reality.

The episode is based on the following LinkedIn Article by DerlyG:   / beyond-hype-practical-layered-model-securi...  

6-Layer AI Model Checklist & Cheatsheet: https://drive.google.com/file/d/1pRzQ...

🔗 Connect with DerlyG on LinkedIn:   / derlyg  

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🧠 Created with research support from NotebookLM by Google

Website: https://derlygservices.wixsite.com/my...