Paul’s Perspective:
This matters because cheap software does not remove complexity, it redistributes it into risk, sprawl, and weak operational decisions. Leaders who build better governance and product judgment now will get more value from AI-built software while avoiding a growing mess of untrusted tools and hidden liabilities.
Key Points in Video:
- At Microsoft, more than 1 million Power Platform assets reportedly exist internally, showing how quickly software abundance can outpace oversight.
- Prototyping is becoming table stakes, which raises the bar for PMs to add value through governance, prioritization, and business judgment.
- The traditional non-technical PM role is under pressure as teams need stronger fluency in systems, implementation tradeoffs, and production readiness.
- A production-class ladder helps distinguish experiments from tools the company can safely depend on at scale.
- Demotion matters alongside promotion, because organizations need a clear way to pull back risky or low-value software before it becomes operational baggage.
Strategic Actions:
- Recognize that AI has collapsed software production costs and shifted the bottleneck away from building.
- Replace the old build-or-not decision with a trust-and-reliance decision for software that already exists.
- Evaluate prototypes and internal tools through a production-class ladder before broader adoption.
- Strengthen technical and business judgment inside product management to match faster software creation.
- Create governance standards for promotion into production and demotion when a tool no longer qualifies.
- Focus PM work on turning software abundance into measurable market and operational value.
The Bottom Line:
- As AI slashes the cost of building software, product management shifts from deciding what to build to deciding what the business should trust, scale, or retire.
- The real advantage now is judgment: classifying a flood of prototypes and internal tools into governed, production-worthy market value.
Dive deeper > Source Video:
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