# How Assembled uses Dust

**95%**: “95% internal adoption across 120+ employees without extensive training”

As published on [dust.tt](https://dust.tt/customers/part-1-assembled-ai-operating-system), January 2026. Captured by usedby on 2026-10-02.

- Company: [Assembled](https://www.usedby.ai/companies/assembled.md)
- Tool: [Dust](https://www.usedby.ai/tools/dust.md)
- Industry: [Artificial Intelligence](https://www.usedby.ai/companies/industry/artificial-intelligence.md)
- Teams: Marketing, Sales, Customer Success, Product, Engineering

## What the story says

Assembled uses Dust as a company-wide internal platform. Employees search across tools such as Notion, Google Drive, Slack, Gong and Salesforce from one place, and teams build their own agents for tasks like competitive research, follow-ups, support feedback, code-base and SQL queries, and changelog mapping.

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

> 95% internal adoption across 120+ employees without extensive training

- **hundreds of hours**: “Just in terms of searching and finding company information alone, Dust has saved us hundreds of hours.”

> We made a bet on Dust because we knew the team was exceptional. What we didn't expect was how quickly it would transform how we work. Dust became the connective tissue that amplifies what each team does best.
>
> Ryan Wang, CEO

> Once you’ve used a couple of agents, building your own feels obvious,
>
> Cassandra Stumer, Product Marketing Manager

## What usedby checked

We compared the story with its live page on 2026-10-03.

- Checked: the figure 95% is printed word for word on the page, near the name of Assembled.
- Checked: the passage quoted above is copied word for word from the page, near the name of Assembled.
- Checked: the publication date is read from the page’s own metadata, never guessed.
- Checked: Assembled uses Dust. Confirmed line. Latest check across sources: 2026-10-05.
- Not checked: the result itself. We quote it; we did not measure it.

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