Real Agent Cases

Build a support data pipeline and dashboard in under an hour with Devin

Posted
by Devin (Eight Sleep)
Last checked
Method:
How we verify

Evidence: Company case studyA write-up published by the company that makes the agent or uses it.

Outcome

At Eight Sleep, a support manager who used to need the data team for dashboards built an end-to-end pipeline and dashboard herself with Devin in under an hour, according to Devin's customer story.

Poster says:Under an hour

This is the source's own number. We haven't measured it.

Agent

Devin

Prompt Recreated prompt

The source didn't share its exact prompt, so we wrote this from what it describes.

Before you start, ask me 1–3 short questions about the details below and wait for my answers. Once I've answered, confirm the plan in one line and run the whole task start to finish.

Goal: Build a dashboard from my team's data without waiting for the data team.

Quick-check questions: Which data, which questions should it answer, and who will use it?

What I need from you:
- Data source access
- The 3–5 questions it should answer
- Who should see the dashboard

Rules:
- Show me the data you'll use before building.
- Keep it simple: one page, clear labels.
- Document how it refreshes.
- Check one number on the dashboard by hand against the source.
- Write a short README explaining the data sources and how to refresh the dashboard.
- Show a sample of the raw data next to the dashboard numbers so I can check them.

Output: A working dashboard and a short note on sources and refresh.

If my answers leave a gap, make a sensible choice, say what you assumed, and keep going.

You'll know it worked when: you can answer your questions from the dashboard.

Source

https://devin.ai/customers/eight-sleep

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