Finance is crowded because the work is expensive, repetitive, and document-heavy.

The most crowded buyer in the map is the finance team: investors, revenue leaders, accounting teams, and fund operators. They all spend hours turning documents, contracts, invoices, spreadsheets, and market records into decisions.

The examples range from analysts reviewing filings and transcripts, to finance teams reading contracts for invoices and revenue recognition, to accountants migrating ERP data, to funds organizing diligence work. It matters now because the data is already digital, the cost of mistakes is high, and teams will pay for faster answers they can check.