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Month-end close benchmarks for 2025

This report explores how long the month-end close process actually takes, where teams are getting stuck, and what finance leaders can do to close faster without compromising on accuracy.

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How to scale reconciliations in high-transaction environments

Ira Fridman
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May 8, 2025
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Ira Fridman

Ira is Head of Customer Success at Ledge and has extensive payments and finance operations experience. She led payment operations for three years at Rapyd, a leading payments platform, and worked as a treasury manager and payment operations team lead at payments giant Payoneer.

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Reconciliation isn’t flashy. But it’s critical to helping finance scale.

It’s the hidden work that keeps the books accurate, the audits clean, and the business moving. And in high-transaction environments, it’s where the gap between “it works for now” and “this system is failing us” becomes impossible to ignore.

When your team is managing thousands of transactions across multiple banks, PSPs, and entities, even small mismatches can escalate into major delays. The data doesn’t align. The records don’t match. And month-end turns into a grind of manual checks, duct-taped workflows, and fire drills.

High-growth finance teams are waking up to the cost, not just in hours lost, but in operational risk, internal bottlenecks, and the inability to scale without stress. Reconciliation isn’t just a technical task. It’s a window into whether your systems are actually working or just being held together.

Here’s how leading finance teams are fixing reconciliation before it breaks—so they can scale without burnout.

1. Start with your highest-volume reconciliation flows

Not all reconciliations are created equal. Start where the pain is sharpest.

If your team is manually reconciling high-volume workflows like payouts, deposits, refunds, or card spend, you’re on borrowed time. These are repetitive, rules-based processes that systems can handle better, faster, and with fewer errors.

One company we worked with was managing hundreds of thousands of micro-transactions a month. But every journal entry was still being keyed in manually. The cost wasn’t just time, it was lost accuracy, late closes, and an exhausted team.

Excel doesn’t scale. Automation does.

2. Don’t become the reconciliation bottleneck

It happens quietly.

A stakeholder asks, “Did this payment clear?” You check the bank. Another pings, “Was this vendor paid yet?” You log in again.

Repeat that fifty times a week, and you’ve become the help desk.

When payment data is locked behind logins or buried in spreadsheets, finance becomes the bottleneck for routine requests. That slows everyone down.

The solution, in this situation, is real-time payment tracking.

As an example, Home365 uses Ledge to automatically match transactions across bank accounts, Stripe payments, and internal records, eliminating the need for manual reconciliation. With complex rules in place, finance teams now focus only on exceptions, allowing them to spot missing payments before they become an issue. The result: fewer escalations, faster responses, and a finance team free to focus on higher-impact work.

3. Document your logic to reduce risk

One person. One script. One undocumented process. That’s all it takes to grind closes to a halt.

We’ve seen teams where a single analyst held all the reconciliation logic in their head. It worked—until they were out sick. Suddenly, no one could explain the journal entries, and closing was delayed by a week.

Resilient finance teams spread knowledge. They centralize reconciliation logic, document key workflows, and build visibility into every step. That’s not just operational hygiene—it’s risk mitigation.

If your reporting hinges on one person’s memory or one fragile spreadsheet, it’s only a matter of time before it breaks.

4. Catch exceptions in real time–not at month-end

Mismatches don’t get better with procrastination.

Manual reconciliation workflows often surface discrepancies at the end of the month—after reports have been drafted, forecasts shared, and performance discussed. Now you’re backpedaling.

Real-time exception handling changes that. By flagging issues as they happen, teams can investigate and resolve them early. That means fewer surprises, faster closes, and stronger controls.

It also sends a message to auditors and execs alike: this team has their act together.

5. Scale reconciliation without adding headcount

As transaction volume grows, headcount shouldn’t have to.

Throwing more people at the problem might work in the short term—but it doesn’t scale. Eventually, you hit a wall. Too many transactions, too many exceptions, too little time.

The better path? Automate the full reconciliation cycle—from ingesting data to matching transactions to generating journal entries. Give your team the infrastructure to do more with less.

This isn’t about cutting jobs. It’s about preserving your best people for strategic, high-leverage work—not burning them out on data entry.

Why fixing reconciliation pays off

Reconciliation is often treated as a back-office chore. But in high-transaction environments, it’s a high-leverage opportunity.

Fixing reconciliation isn’t just about speed—it’s about control, confidence, and clarity. The teams that solve it now will close faster, forecast better, and build the foundation for real-time finance.

And the ones that don’t?

They’ll stay stuck in reactive mode—cleaning up messes instead of driving the business forward.

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