Introducing M-CaReM-AI

AI is no longer a “future” problem. It’s inside our workflows, our customer experiences, and our critical business processes right now.

The problem? Most organizations still treat AI risk as an abstract, high-level conversation—when what they really need is a practical way to connect AI behavior to specific business objects and outcomes.

That’s why I created M-CaReM-AI and turned it into a book.

📘 The M-CaReM-AI book releases on January 20, 2026 and is now available for pre-order:👉 https://a.co/d/3UslM4o

At its core, M-CaReM-AI is about:

• Looking at AI through the lens of critical business objects, not just models

• Identifying where AI can read, change, or influence data that truly matters

• Turning that into concrete guardrails and questions you can use before you ship anything

  
  

Over the next few weeks, I’ll be sharing key ideas, examples, and prompts from the M-CaReM-

AI approach—designed for:

• Leaders

• Product owners

• Risk, compliance, and data teams

• Anyone being told to “add AI” to their ecosystem

  
  

If you’re tired of vague AI risk conversations and want something you can actually use, stay tuned.

👉 Question: When you think about AI in your organization, what worries you more—what it might do, or what it might miss?