Corpay

FX in Focus: The Cost of Bad Data

Category:Cross-Border, Global payments
Updated:2026-04-29

FX in Focus: The Cost of Bad Data

Corpay

Understanding Payment Errors in Cross-Border Payments

Bad data will cost you, not just financially, but in time, trust, and operational efficiency. When payment information is wrong, processes slow down and errors increase across systems.

On this episode of FX in Focus, Sarah Clark and Sean Beavis discuss why payment errors occur, how often they happen, and what businesses can do to reduce risk and improve operational performance.

Why payment errors happen

Something as small as a missing field or formatting error can quickly escalate. In cross-border and high-volume environments, these issues can lead to delays, additional costs, compliance challenges, and reduced trust.

Many of these issues stem from poor data quality, manual processes, and inconsistent formatting across systems.

The impact of bad data on payment operations

When payment data is incorrect, businesses face slower processing times, increased exception handling, and higher operational costs.

This is particularly relevant in cross border payment complexity where multiple systems, currencies, and regulatory requirements intersect.

The operational impact of bad data

Incorrect payment data often results in higher exception rates and failed transactions. Common causes include missing beneficiary data, invalid bank identifiers, name mismatches, and country-specific rule failures.

These issues slow down processing and increase the time spent managing payment exceptions and corrections.

How to reduce payment errors

Practical steps can help reduce errors and improve payment efficiency:

  • Measure exception rates by reason code to identify recurring issues

  • Move validation upstream at beneficiary setup and payment creation

  • Standardize data inputs across systems, templates, and APIs to ensure consistency

These actions help ensure payment instructions are accurate and compliant before submission.

Improving payment efficiency and outcomes

The key takeaway is simple: the earlier errors are identified and corrected, the smoother payment operations become.

Catching and fixing bad data early reduces delays, lowers the cost of exceptions, and improves overall efficiency. It also helps strengthen client relationships by ensuring payments are processed accurately and on time.

Watch the full episode to learn how payment errors impact cross-border operations and how to reduce them.


The opinions expressed on FX in Focus are those of the speakers only, and do not necessarily reflect the views of Corpay, Inc.

Cross-Border
Global payments

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