Skip to main content
usedby
Search tools, companies

How 1up uses Pinecone

10x faster

“10x faster response generation for RFPs and compliance questionnaires.”

As published on pinecone.io. Captured by usedby on Oct 8, 2026.

What happened

1up uses Pinecone's vector database as the retrieval layer of a RAG system that automates answers for sales reps, such as RFP responses and compliance questionnaires. It replaced 1up's home-grown embedding system and stores indexed customer content, retrieves relevant data on demand, and takes corrected responses back in.

Summary written by usedby from the source page, in English. The figures are those of Pinecone and 1up, not ours.

1up leveraged Pinecone’s vector database to develop a RAG solution to automate responses for reps, ultimately replacing their home-grown embedding system.

From the page. pinecone.io, captured Oct 8, 2026

Pinecone’s vector database pushed 1up ahead of the competition, delivering unparalleled speed and accuracy in answer generation. Our users can now respond to high volumes of queries with confidence and efficiency.

George Avetisov, Founder and CEO, 1up, 1up. Source, captured Oct 8, 2026

What the story claims, and what we checked

We compared the story with its live page on Oct 8, 2026.

  • The figure: 10x fasterCheckedPrinted word for word on the page, near the name of 1up.
  • The passage quoted aboveCheckedCopied word for word from the page, near the name of 1up.
  • The numbers in our summaryCheckedEach one is printed on the page.
  • 1up uses PineconeCheckedConfirmed line. Latest check across sources: Oct 8, 2026.
  • The result itselfNot checkedWe quote it; we did not measure it.

Same company, same tool or same industry.

20% → 97%accuracy in ingredient matchingAllspice uses Pinecone. Another customer of Pinecone49%“49% reduction in average time-to-resolution”Aquant uses Pinecone. Another customer of Pinecone~95%“a ~95% reduction of time, freeing up human agents to focus on more complex issues”Assembled uses Pinecone. Another customer of Pinecone