AI For the C Suite with Chad Harvey™ · 2026-08-03 · 11 min
OpenAI's Work at the Frontier report analyzed over 800,000 work-related messages from U.S. business users and found that 43% of occupation-specific AI tasks were performed by someone outside that occupation. For customer experience teams, that number hit 77%. For HR, 69%. For legal, 56%. The data tells a direction worth paying attention to. Three categories of work travel the furthest: money, systems, and messaging. Your salespeople are running margin math. Your service manager is debugging an integration at 6 AM. Your operations lead is building a business case without a finance review. None of this is new behavior in a mid-market organization. What is new is that the output no longer looks like a draft. It comes back formatted, confident, and ready to paste into a board deck. That's the problem. A draft that looks finished and a draft that's actually correct are two very different things. The constraint didn't go away. It stopped being visible.
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