Why does reconciliation complexity grow faster than transaction volume in corporate finance teams?
As companies scale, transaction volume naturally increases. What surprised me is how much faster reconciliation complexity seems to grow compared to raw volume. It’s not just more entries. It’s more systems, more edge cases, more timing differences, and more exceptions that do not follow clean patterns.
Even in well-run finance teams with solid ERPs and controls, a lot of time still goes into figuring out why small breaks keep appearing across accounts. Some teams I’ve spoken with have started using tools like Collatio Accounts Reconciliation software to reduce repetitive matching, but the complexity from cross-system dependencies and process gaps still shows up when things scale.
For people in corporate finance or controllership roles, what actually drives reconciliation complexity in your experience?
Is it mostly volume, system fragmentation, process design, or something else entirely?
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