AI Workflow Automation

Automation tools move information between the systems you already pay for, and the AI part is usually one step in a longer chain: read this, decide which bucket it belongs in, then file it. That framing is worth keeping, because the reliable half of an automation is the plumbing and the unreliable half is the judgement. Look for tools that let you see a failed run, understand why it failed, and replay it. An automation you cannot debug will be switched off within a month of the first silent failure.