Why do reconciliation controls feel strong on paper but weak in practice at scale?
On paper, most finance teams have solid reconciliation controls. There are checklists, approvals, segregation of duties, and documented procedures. In practice, once transaction volume and system complexity increase, those controls often feel more like compliance artifacts than things that actually prevent breaks.
A lot of reconciliation issues seem to come from timing differences, upstream data quality, or system handoffs that are technically “in scope” for controls but still create recurring exceptions. Some teams I’ve spoken with use tools like Collatio Accounts Reconciliation software to standardize matching and exception workflows, but even then, control effectiveness still depends heavily on how upstream processes behave.
For people in corporate finance or controllership roles, where do reconciliation controls tend to fail in real life?
Is it mostly a tooling gap, process design issue, or misaligned ownership across systems?
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