Raw LLM Responses

Both, and the distinction matters. AI eliminates execution work (drafting, data entry, scheduling) but creates decision work (choosing between outputs, validating accuracy, managing tool sprawl). For small businesses the pattern I see repeatedly is this: they adopt 5-6 AI tools in 3 months, each solving one problem. Then they spend more time managing the tools than they saved. The fix is starting with one workflow and automating it end to end before adding the next. A single Zapier automation handling lead intake from form to CRM to follow-up email saves more time than ChatGPT, a separate CRM, a separate email tool, and a separate form builder all running independently.