AI USAGE & ADOPTION
Filed under AI Usage & Adoption.
Notes, numbers, and hard-won lessons from helping small and medium-sized businesses actually put AI to work. No think-pieces, no vendor takes — just what the math said after we ran it.
MAY 14, 2026 · 4 MIN
You can just install Claude Code tonight
You don't need a steering committee to use AI. Twenty dollars, one evening, and one workflow gets you further than a 90-day evaluation.
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MAY 11, 2026 · 9 MIN
Three Hard Truths About AI Application
The Axios HQ 2026 State of Workplace Communication report, applied to SMB operators. Three hard truths about AI: leaders are wrong about adoption, training is the moat, and AI amplifies existing dysfunction.
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