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How Assembled uses Dust

95%

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

As published on dust.tt, January 2026. Captured by usedby on Oct 2, 2026.

What happened

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.

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

95% internal adoption across 120+ employees without extensive training

From the page. dust.tt, captured Oct 2, 2026

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, Assembled. Source, captured Oct 2, 2026

Once you’ve used a couple of agents, building your own feels obvious,

Cassandra Stumer, Product Marketing Manager, Assembled. Source, captured Oct 2, 2026

What the story claims, and what we checked

We compared the story with its live page on Oct 3, 2026.

  • The figure: 95%CheckedPrinted word for word on the page, near the name of Assembled.
  • The passage quoted aboveCheckedCopied word for word from the page, near the name of Assembled.
  • The publication dateCheckedRead from the page’s own metadata, never guessed.
  • Assembled uses DustCheckedConfirmed line. Latest check across sources: Oct 5, 2026.
  • The result itselfNot checkedWe quote it; we did not measure it.

Same company, same tool or same industry.

~95%“a ~95% reduction of time, freeing up human agents to focus on more complex issues”Assembled uses Pinecone. Another tool at Assembled~70%“Meeting notes: ~70% time saved on writing, with same-day client delivery (previously 1–2 days)”DataValue Strategy uses Dust. Another customer of Dust1 hoursaved per CSM per annual business reviewContractSafe uses Dust. Another customer of Dust