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Search tools, companies

Vector databases & search engines tools used by Finance companies

Each line links its public proof and the date usedby last checked it.

23

Finance companies use Vector databases & search engines tools

5 confirmed 18 observed

The most used: Weaviate (9), Qdrant (6), and Pinecone (4).Data as of Oct 24, 2026

Ranking

Tools ranked by the Finance companies that use them. Ties go to the stronger proof.

Largest and best-proven users

Two labelled views of the same companies. Neither is a score.

Largest companies

By employee range. Size known for 15 of 23.

  • ManulifeConfirmed10,001+ employeesChecked Oct 21, 2026
  • FactSetObserved10,001+ employeesChecked Oct 24, 2026
  • IntuitObserved10,001+ employeesChecked Oct 24, 2026

Strongest proof

Confirmed or declared: 5 of 23. This view filters what you read, never what is counted.

  • MarvelXConfirmed1–50 employeesChecked Oct 24, 2026
  • MorningstarConfirmed5,001–10,000 employeesChecked Oct 24, 2026
  • Chipper CashConfirmed201–1,000 employeesChecked Oct 24, 2026

Who uses each tool

Strongest proof first. A job post is a signal, the weakest proof.

  1. 1Weaviate9 companies · Checked Oct 24, 20269
    2 confirmed 7 observed

    Weaviate profile

  2. 2Qdrant6 companies · Checked Oct 24, 20266
    0 confirmed 6 observed

    Qdrant profile

  3. 3Pinecone4 companies · Checked Oct 24, 20264
    1 confirmed 3 observed

    Pinecone profile

  4. 4Coveo2 companies · Checked Oct 21, 20262
    2 confirmed 0 observed

    Coveo profile

  5. 5Chroma1 company · Checked Oct 22, 20261
    0 confirmed 1 observed

    Chroma profile

  6. 6Vespa1 company · Checked Oct 7, 20261
    0 confirmed 1 observed

    Vespa profile

How usedby counts

5 confirmed 18 observed

A company counts once per tool, at its strongest proof: confirmed (a case study, a named testimonial, a press release or the company's own account), declared (the company told usedby), observed (a vendor logo wall or customers page) or signal (a job post). Counts cover the companies on usedby, never the whole market.

No software vendor had to be left out.

Data as of October 24, 2026.

Questions

Which Vector databases & search engines tools do Finance companies use most?

Weaviate leads: 9 of the 23 Finance companies on usedby that use Vector databases & search engines tools use it. Next: Qdrant (6), Pinecone (4), Coveo (2), and Chroma (1). See Weaviate.

How many Finance companies use Vector databases & search engines tools?

23 Finance companies on usedby use at least one of 6 Vector databases & search engines tools. It counts the companies usedby tracks.

What proof backs these lines?

Of the 23 companies, each counted at its strongest proof: 5 confirmed, 0 declared, 18 observed and 0 known from a job post.

How does usedby build this ranking?

usedby counts each Finance company once per tool, from public proof: case studies, press releases, the company's own site or its declaration to usedby, vendor customer pages and job posts. Every line shows its proof and the date usedby last checked it.