Been building systems while everyone else collects prompts


The Viable Edge

qHey there,

Everyone else has been posting ChatGPT tip threads. I’ve been building AI business systems, and tomorrow , I’m speaking about it on Custom AI Studios’ webinar! Here’s what I’ve learned that most marketers still miss.

The Strategic Shift That’s Happening Right Now

Most marketing professionals are still treating AI like a fancy tool set. You know the pattern - tutorial after tutorial showing you how to use ChatGPT, Claude, or whatever new shiny object just launched.

Strategic vibe marketing means applying Fortune 500 marketing expertise to build business systems that deliver competitive advantage. And after months of deeper implementation work, I can tell you the strategic approach is finally separating winners from tool-users.

Here’s what I’m seeing:

Tool Users vs System Builders

The Tool Users: They’re optimizing prompts and collecting AI shortcuts. They’ll show you how to generate social media captions 10x faster. It’s helpful, but it’s also becoming commoditized.

The System Builders: They’re applying enterprise marketing frameworks to construct AI-powered business systems. They’re thinking about process design, integration architecture, and measurable business outcomes.

The difference isn’t just what they’re building, it’s how they’re thinking about the problem.

What Enterprise Marketing Experience Brings to AI Implementation

From my Fortune 500 marketing experience, when applying strategic thinking to AI implementation, you start asking different questions:

  • How does this system support our competitive positioning?
  • What’s the scalability and operational complexity?
  • How do we measure ROI and business impact?
  • Where are the integration points and potential failure modes?

These aren’t the questions you’ll find in most AI content. But they’re the questions that determine whether your AI implementation becomes a competitive advantage or just expensive automation.

The Custom AI Studios Connection

This strategic approach is exactly what I’ll be discussing on the Custom AI Studios webinar. We’re diving into how businesses can move beyond surface-level AI adoption to strategic implementation that actually moves the needle.

The timing isn’t coincidental. The AI space has matured enough that the strategic approach is not only possible - it’s becoming essential. The businesses that figure this out first will have a significant advantage over those still stuck in tool-tutorial mode.

Here's a Link to the Live Webinar happening Friday, June 6th at 12pm EDT: https://lu.ma/yskw7pnu

Strategic Implementation vs. Tool Usage: A Real Example

Let me show you the difference with something concrete. Most tutorials would show you how to use AI for lead research - plug in a prompt, get some company information, maybe draft an email.

The strategic approach looks at the entire lead qualification and outreach system:

  • What criteria define our ideal customer profile?
  • How do we score and prioritize prospects systematically?
  • What’s our multi-touch follow-up sequence?
  • How do we measure conversion rates and optimize?
  • What tools need to integrate and how?

Same starting point, completely different level of thinking. One gives you a productivity hack. The other gives you a competitive business system.

What This Means for Your Business

If you’re implementing AI in your business, the strategic questions matter more than the technical ones:

Build vs. Buy Analysis: Should you construct this capability or acquire it? What are the long-term maintenance and evolution considerations?

Integration Architecture: How does this AI system connect with your existing processes and tools? Where are the handoff points?

Business Outcome Orientation: What specific metrics will improve? How will you measure success? What’s the expected ROI timeline?

Competitive Positioning: How does this capability differentiate you in the market? Is it defensible?

This is where enterprise marketing expertise becomes crucial. You’re not just implementing technology - you’re building strategic capabilities.

The Path Forward

The businesses winning with AI aren’t just using better prompts. They’re applying strategic frameworks to build systems that compound their competitive advantage.

This is what I’ll be exploring more in upcoming newsletters - the strategic principles that separate effective AI implementation from expensive experimentation.

And it’s what I’ll be discussing on the Custom AI Studios webinar. If you’re serious about using AI to create strategic advantage—not just content shortcuts—this is a conversation you don’t want to miss.

The shift is happening. The question is whether you’re building systems or just collecting shortcuts.

Talk soon, Adam

P.S. If you want to dive deeper into strategic vibe marketing implementation, reply and let me know what specific business challenge you’re facing. I’m always interested in real-world strategic problems.


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