Clay’s New Default: Workflows That Happen in the Background

Clay’s New Default: how Clay uses Notion Custom Agents to turn company context into automated workflows—routing meeting transcripts, incident response, and daily briefings so work happens in the background. in five minutes.” Within a week, they had rolled out 80+ Custom Agents across the entire company that were already running dozens of workflows on their own.

Agent or tool: Notion AI
Topic: DevOps & Infra
Reported on: Case study (Notion)
Added: 2026-11-12

Why it matters

Keeping servers and pipelines healthy is constant, detail-heavy work. Agents that can read logs and run routine fixes are a big help, as long as a person keeps an eye on what changes. It is one of 130 sightings filed under DevOps & Infra on Agent Sightings (number 39 by interest), and one of 14 involving Notion AI.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into Notion AI or any similar agent and adjust the details to your situation.

I want an agent to investigate and propose a fix, and to wait for approval before changing production. The tool in the source case was Notion AI.

Saved

Tip: Try it first on a staging system or with read-only credentials, and require approval for anything that changes production.

Source

Read the original first-hand account on Case study (Notion): https://notion.com/customers/clay. Our summary is a paraphrase; details are in the source.

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