Why Enterprise AI Pilots Fail at the Last Mile
95% of enterprise AI pilots never deliver a return. The 5% that do share one trait, and it is not a better model.
95% of enterprise AI pilots never deliver a return. The 5% that do share one trait, and it is not a better model.
Two trillion dollars erased from enterprise software. The seats were never all productive. AI just made it impossible to pretend otherwise.
Replacing 100 SDRs with agents is not AI-first. It is a restructuring branded as innovation. Knowing the difference is what this piece is about.
Forty-one percent of global code is AI-generated. Building got cheap. Everything else got harder. Three new bottlenecks define the next decade.
Translating clinical notes into ICD-10 codes: intelligence. Recommending the treatment: judgment. The difference determines what compounds and what gets absorbed by the next model release.
Twenty-six years evaluating startups for Fortune 500 partnerships. The pattern that separated delivery from disappearance had almost nothing to do with the demo.
Free two-week diagnostic audits. Niche audiences of 1,000. Content structured so Perplexity cites you. The B2B GTM playbook has shifted in a way most founders haven't absorbed.
When everyone can ship in a weekend, the brand is the durable difference. The name a founder picks in week one compounds, or costs them, for the next decade.
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