# How Quid uses n8n

**2,000+ analyst hours**: “2,000+ analyst hours saved over the same period”

As published on [n8n.io](https://n8n.io/case-studies/quid/). Captured by usedby on 2026-10-07.

- Company: [Quid](https://www.usedby.ai/companies/quid.md)
- Tool: [n8n](https://www.usedby.ai/tools/n8n.md)
- Teams: Engineering, Analysts, Applied data and AI

## What the story says

Quid self-hosts n8n as an orchestration layer across its specialised data systems and multiple LLM providers. It uses it for operational automation, forms and chat interfaces for colleagues, and LLM-powered agents for report building, data analysis and data collection, with engineering-built blocks reused across teams and customers.

Summary written by usedby from the source page, in English. The figures are those of n8n and Quid, not ours.

> Across the broader analyst team, individual reports that used to take around six hours now typically take 30 to 60 minutes.

- **473,000+**: “473,000+ workflow executions across build and production instances in the past year”
- **30 to 60 minutes**: “Across the broader analyst team, individual reports that used to take around six hours now typically take 30 to 60 minutes.”
- **five agents across three clients**: “It now powers five agents across three clients.”
- **30 minutes**: “Arianna described building a working agent prototype in 30 minutes after a leadership request.”

> I can be talking to a customer, and within the hour afterwards I can POC something in n8n using building blocks the engineering team has already abstracted for us. It means engineering investment compounds across many customers, rather than going into one-off custom work that only ever gets used once.
>
> David Klein, Senior Director of Applied Data and AI, Quid

## What usedby checked

We compared the story with its live page on 2026-10-07.

- Checked: the figure 2,000+ analyst hours is printed word for word on the page, near the name of Quid.
- Checked: the passage quoted above is copied word for word from the page, near the name of Quid.
- Checked: each number in our summary is printed on the page.
- Checked: Quid uses n8n. Confirmed line. Latest check across sources: 2026-10-07.
- Not checked: the result itself. We quote it; we did not measure it.

---
Source: https://www.usedby.ai/case-studies/quid-n8n · How we check: https://www.usedby.ai/methodology