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AI analytics for finance and operations teams

Updated 2026-08-22

Finance and operations teams need answers that tie out — margins, cash, inventory, spend — and they need them in a format they can send upward. An AI data analyst connects your systems, answers in plain English, and exports a report to Excel or PDF that's ready for the board pack.

If IT owns the systems, you do not have to wait on them to see whether this works. A Google Sheet connects with no read-only user and no open port, and it never counts against the free tier's one source; CSV and Excel uploads work on the 14-day Pro trial — a month-end export is enough for the first question. The one thing no plan waives is your own AI provider key, and a Google Gemini key is free to create.

Sources it connects for finance & ops

  • An ERP or operational database (PostgreSQL, MySQL, SQL Server).
  • A warehouse for consolidated reporting (BigQuery, Snowflake, Redshift).
  • Finance spreadsheets and exports (Google Sheets, Excel, CSV).
  • Cross-source questions reconcile a system export against a spreadsheet.

Questions finance & ops teams ask

  • Gross margin by product line, month over month
  • Spend by category vs budget
  • Inventory below reorder threshold by location
  • Cash collected vs invoiced by week
  • Cost trend by supplier over the last year

Metrics worth keeping on a dashboard

  • Revenue, cost and gross margin
  • Budget vs actual by category
  • Inventory turns and stockouts
  • AR / collections aging

Why it fits finance & ops

Finance can't act on numbers it can't verify. An AI data analyst shows the query plan and the exact SQL before running, so you can trust the figure — and the definitions you set ("net revenue excludes intercompany") are remembered, keeping reports consistent period over period. Exports to Excel and PDF make it board-ready.

Frequently asked questions

Every answer can show its query plan and the exact SQL before it runs, so you can verify how a figure was calculated.

Related

Get your end-to-end AI business intelligence now.

Ask in plain English, pin the answer to a dashboard, export it as CSV, Excel, PDF or PowerPoint — on the free tier that whole loop runs on one database source plus Google Sheets, and the field definitions you save carry into every later session, including after a schema refresh. One exception you should hear from us rather than discover: on a Google Sheet, re-running the tab picker — even only to add a tab — clears the definitions saved for that source and reads its schema fresh. Connecting a database is the technical part: a read-only user and network access, once. If your numbers live in a spreadsheet, none of that applies: put the file in a Google Sheet and it connects on the free tier, with no read-only user and no open port. Uploading a CSV or Excel file directly is a Pro feature, and every new account gets 14 days of Pro with no card. The one thing no plan waives is your own AI provider key, and a Google Gemini key is free to create.

Every new account starts on a 14-day Pro trial with no card. After it lapses, the free tier stays free.