Automation Audits That Unlock Ops Time

Most teams have a dozen manual workflows quietly eating hours every week. An automation audit finds the ones worth automating — high-frequency, rule-based, low-exception — and deliberately skips the ones that only look automatable. Here's the framework I use to map operations, score each workflow by leverage and fragility, and ship n8n + LLM pipelines that survive real-world edge cases instead of breaking the first week in production.