Case · partner product

Khan's Finance — management reporting from a business owner's spreadsheet.

A service for small and medium businesses: an owner uploads their income and expense spreadsheet and gets the reporting a CFO would usually prepare. The product belongs to a partner — a financial consultant from Almaty. InterLAB takes part in development.

Partner · livestatus as of Oct 12, 2026
Product owner
Partner — a financial consultant, Almaty
InterLAB's role
Takes part in development
Stack
Next.js, FastAPI, PostgreSQL, pandas

The task

A small company usually has bank statements and spreadsheets but no CFO to turn them into a P&L, a cash flow statement and a balance sheet. The service had to accept data the way the owner keeps it and produce the reporting without manual assembly.

What's done

Spreadsheet upload

Excel and CSV; the parser understands Russian line-item names.

Three financial statements

Profit and loss, cash flow and balance sheet.

Business valuation

DCF valuation and sensitivity analysis of the assumptions.

Export

Reports export to PDF and Excel.

Verifiable calculations

The calculation core is covered by automated tests checked against hand-made reference results.

Interface

First screen of the Khan's Finance public page
The partner product's public page. Captured Oct 13, 2026.
Three steps of Khan's Finance: upload data, get reports, decide
How it works — from the product's public page.

How it's built

  • A Next.js web interface and a separate FastAPI API; calculations run on pandas.
  • The interface and the API are deployed separately; data lives in PostgreSQL.
  • Project access by member role: view or edit.

Not there yet

  • Subscriptions are still switched on manually, without a payment gateway.
  • The interface is in Russian only.

The service belongs to the partner. No real user data is used in this case; report screens will only be shown on demo data with the product owner's consent.

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