56% of companies get zero financial return from AI.

More than half.

Zero. (BCG, 2024)

So who's actually making money — and how?

In this episode, we unpack the build-once-sell-many model through a real story: one invoice-matching workflow built for a small fabrication shop in Pune that turned into four paying clients with zero rebuilds — all through word-of-mouth referrals.

We break down:
→ Why 56% of companies get nothing from AI while a minority captures nearly all the value

→ The Build-Once Protocol: pick an ugly workflow, automate it, productise the outcome

→ Why horizontal SaaS is getting crushed and vertical AI workflows are the opening

→ The honest learning curve (2–4 weekends) and why it's a one-time cost

→ What employees, agency builders, and investors should each be doing differently

→ Where the real moat lives — hint: it's not the tech, it's the domain knowledge

Key stats discussed: Gartner's 2024 AI agents forecast, McKinsey's operational restructuring data, and the "SaaS-mageddon" trend reshaping software economics.

Whether you're an operator looking to automate, a builder looking to productise, or an investor looking for signal — this one's for you.

The real margin isn't in building AI. It's in knowing which invoices vanish at 2 AM in a cold-storage warehouse — and having already solved it.

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