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Insights, questions and forecast

What Ask Karchu answers, how automatic insights are computed, how recurring charges are detected, and what the 30, 60 and 90 day cash flow estimate is based on.

Last updated 2026-09-11

Ask Karchu answers questions from the workspace's own transactions and every answer links to the rows behind it.

What is computed

  • Answer questions about category spend, vendor spend, period comparisons, largest expenses, recurring charges and unusual transactions
  • Return the supporting transactions with every answer
  • Generate automatic insights: category movements, recurring totals, unusual amounts, vendor increases and spend concentration
  • Score financial health across cash flow, expense growth, recurring load, income stability, vendor concentration and unusual spending, with an explanation for each score
  • Send a daily brief and configurable alerts for large, unusual, duplicate or newly recurring charges

Recurring charges

A charge is treated as recurring when the same merchant appears at a regular cadence with a stable amount. Karchu records the cadence, the average amount, the last payment, the next expected date, the monthly equivalent, the annual cost, and any price change between occurrences.

Adobe
  cadence            monthly
  amount             59.99
  previous amount    49.99  (increase detected 2026-04-12)
  last payment       2026-08-12
  next expected      2026-09-12
  annualised         719.88

Forecast

The 30, 60 and 90 day figures combine historical income and expense levels with known recurring charges. They are estimates and are labelled as estimates everywhere they appear. They are not a prediction of your balance.

Limits

  • The assistant only reads data the signed in account is authorized to see
  • It answers from computed figures, never from generated numbers. With no matching rows it says there is nothing to report
  • Health scores are explanations of the workspace's own numbers, not financial advice

Questions

Does the assistant make up numbers?
No. Every figure comes from a computed query over your own stored transactions, and every answer links to the rows behind it. With no matching rows it says there is nothing to report.
How far back does the forecast need?
At least three complete months of history. With less than that no forecast is produced, because the estimate would not mean anything.
Is the health score financial advice?
No. It is an explanation of your own numbers across cash flow, expense growth, recurring load, income stability, vendor concentration and unusual spending. Each score states the figures behind it.