Business AI Strategy

Your competitive advantage begins with asking the right questions.

Perfect for business leaders who need AI strategy, not technical training. CEOs, department heads, entrepreneurs, and strategic planners will find practical frameworks for making intelligent AI decisions without needing technical expertise.

AI Fundamentals: Building Technical Knowledge from the Ground Up

Stop being intimidated by AI. Start understanding it.

This book provides the foundation
for turning AI capabilities into business value.


  • Custom AI Is Expensive. Here’s When It’s Worth It.

    Custom AI Is Expensive. Here’s When It’s Worth It.

    Most businesses don’t need custom AI. Off-the-shelf tools will serve them just fine. But for organizations whose competitive advantage depends on unique workflows and proprietary data, custom AI may be the only path to results that competitors can’t replicate.

    Read more…

  • Rate Limiting: Engineering for Vibe Coders

    Rate Limiting: Engineering for Vibe Coders

    Rate limiting is how systems protect themselves from overload, abuse, and unexpected growth. For vibe coders building quickly with AI tools, it prevents small successes from turning into outages or runaway costs. This article explains what rate limiting is, where it belongs, and how to think about it before writing code.

    Read more…


About Alan…

Alan Knox brings over four decades of hands-on experience in technology development and implementation to the challenge of making artificial intelligence accessible…

Production-Ready AI:
More than 80% of AI projects fail in production. The Production-Ready AI Solution Framework is designed for Executives, Architects, Engineers… anyone who want to increase the chance of success for an AI project when it is deployed into production.

Also:

  • Making AI Work: A Strategic Guide for Businesses
  • Free AI Assessment

More resources to come…