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The AI Opportunity that goes beyond Models

Alex Rampell, Jen Kha, David Haber, Anish Acharya, Ari, Nick Kopp, Seema, Mark Andrusco, Joe Schmidt, Olivia, Kimberly, Gabe, Brian, Andy, Ben

The current AI era, driven by global smartphone adoption and the 2017 Transformer breakthrough, is enabling software companies to generate $100 million in revenue within two years while displacing human labor through specialized applications. Forward-thinking firms capitalize on this shift by establishing proprietary data moats and evolving from per-seat pricing models to outcome-based strategies that solve specific "labor replacement" needs. Concurrently, investors like Andreessen horowitz are prioritizing high-conviction deals in vertical roll-ups and "AI-native" ecosystems to secure defensible systems of record rather than temporary feature differentiation.