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North America · Perspective · 2 min read

Unlocking Hidden Value in Banking and Payments Data

Banking and payments data can be useful after month-end reconciliation. The next step is to define the question and check the evidence, not assume that every dataset contains recoverable profit.

Who this is for
CFOs, treasurers and finance teams with banking and payment reports used mainly for reconciliation.
Why it matters
Reconciled transaction data can support a second review of liquidity, pricing and policy exceptions without promising a financial outcome.

Originally published in March 2025, this perspective considers how finance teams can use banking records beyond reconciliation.

Questions the data can help examine

  • How do funds arrive, remain available and leave the organization?
  • Do billed fees match the contract and relevant transaction categories?
  • Where are currency conversion and interest charges recorded?
  • Which balances, payment timings or exceptions matter to the treasury policy?
  • What information supports cash forecasting, and what additional inputs are needed?

Make the review reproducible

Identify the accounts, providers and period in scope. Reconcile balances and transactions before comparing fees or cash movements. Preserve source identifiers and record how categories are mapped, so the result can be checked rather than depending on an unexplained dashboard.

Banking data alone does not automatically prove fraud, forecast cash accurately or establish that a fee is excessive. Investigate exceptions against the underlying contract, transaction and business context. Forecasts may also require expected receipts, payroll, supplier commitments and other information not yet present in settled transactions.

Keep commercial conclusions separate

Use a defined comparison period and distinguish identified exceptions from confirmed recoveries or realized savings. Changes to providers, systems or investment policies require their own assessment. Confirm that an exception is actionable before treating it as financial value, and distinguish one-off recoveries from recurring effects.

The useful conclusion is narrower: existing records can support a more informed review of banking relationships when their quality, completeness and context are understood.

Sources and methodology