One Agent Can Deliver $25M a Year: Why Enterprises Adopt AI Faster, Not Slower
vasuman · x · 2026-11-01
A counterintuitive take: the same agent can deliver anywhere from $0.25M to $25M in annual value to a business, at identical build effort. Inefficiencies scale exponentially with headcount, so AI transformation for a 5,000-person org isn't much harder than for 500, yet returns are 10x larger — which is why enterprises adopt faster than mid-market, contrary to conventional wisdom. The author argues SDLC has captured 99% of AI's benefits while business functions have seen only 1%, and this market will 10x every six months for years.
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