January 17, 2025·6 min read

Mid-Market AI: The Unfair Advantage Hiding in Plain Sight

[HUMAN INPUT NEEDED: The conversation where a mid-market exec realized their advantage]

Enterprise AI projects fail at 80%. Not because the technology doesn't work. Because the organizations can't get out of their own way.

Why Enterprise AI Fails

[HUMAN INPUT NEEDED: Specific enterprise AI failure story - what happened, why]

The pattern repeats:

  • 18-month roadmaps that are obsolete before phase 1 completes
  • Committee decisions where 12 stakeholders means 12 veto points
  • Vendor lock-in paranoia that prevents any decision at all
  • IT backlogs that push AI projects to Q3... of next year

The Mid-Market Advantage

[HUMAN INPUT NEEDED: Specific mid-market company that shipped AI fast - what they did, result]

What makes mid-market companies structurally faster:

  • Decision-maker access. The CEO can say yes in a meeting, not a memo.
  • Process ownership. The person who owns the process can change the process.
  • Scope clarity. No enterprise-wide transformation required. Pick one process. Fix it.
  • Risk tolerance. A failed pilot is a learning. Not a career-ending event.

The Counter-Intuitive Truth

[HUMAN INPUT NEEDED: Something you've observed that sounds wrong but is true]

[HUMAN INPUT NEEDED: Why this counter-intuitive thing is true - the underlying mechanism]

What This Feels Like

[HUMAN INPUT NEEDED: Quote from a prospect about what it feels like to be ignored while enterprises get AI attention]

That frustration is valid. But it's also the signal. The enterprises getting attention are the ones struggling. The mid-market companies not getting attention are the ones shipping.

12 Months From Now

[HUMAN INPUT NEEDED: Paint the picture of a mid-market company after 12 months of AI success - their reality, not your services]

The advantage is hiding in plain sight. The only question is whether you see it before your competitors do.

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Jerry Schmalz

Jerry Schmalz

CEO, Leap