Thinking aloud

System 1 AI: From Coarse Workflows to Micro-Decision Pipelines

For years, most AI automation has treated workflows as coarse blocks. You hand a process chunk to an LLM or agent, wait for text or structured output, parse it, and decide what happens next. That works for occasional, high-value tasks. It scales poorly for the thousands of small judgments that actually move work through an organization.