By Justin Pulgrano
Ask a managing partner why audit busy season is punishing, and the answer comes quickly: not enough people. It’s the explanation firms have leaned on for a decade, and it’s why so many have thrown temporary staff, outsourced teams and better practice management software at the problem.
But none of these solutions have fixed busy season. Partners fixate on staffing because it feels within their control — this is a people business, and a people problem feels solvable. The bottleneck they overlook is how client data arrives and what happens the moment it does.
The Data Problem
Every engagement starts the same way: a request for client financial data. And every audit team knows what happens next. Data arrives late, incomplete and in inconsistent formats across audits and periods. The audit team spends hours reviewing what was submitted, then faces a choice: go back to the client for the correct, complete data or reformat and rebuild whatever arrived.
That isn’t an execution problem. It’s a design problem. Firms have built their busiest season around a data intake process that hasn’t changed in decades.
Old Fixes, Same Result
Firms have tried to manage around it instead of fixing it. Temporary staff cover the volume, but they arrive without client context, and that unfamiliarity can create more work for senior staff. Overtime absorbs the gap, but it relocates the burnout instead of removing it. Practice and project management tools track the chaos more precisely without reducing it.
These are bandages, not cures. Each one assumes the intake process itself is fixed and the only lever left is how many people a firm throws at it.
Who Actually Pays for It
The people who pay for that assumption are the ones firms can least afford to lose.
Senior staff spend hours reconciling spreadsheets instead of reviewing judgment calls that require their experience. Clients, who increasingly expect a service experience that matches what they get elsewhere in their professional lives, sit through repeated document requests that can read as disorganization rather than diligence.
Every firm that keeps treating this as a headcount problem risks ceding ground to firms that treat it as a workflow problem, because those firms may have more capacity left to grow their practice instead of fighting fires all season.
The Shift Already Underway
The profession is already moving past the staffing assumption. A 2024 Thomson Reuters survey found that 44% of audit professionals said their firms had implemented or recently started implementing progressive technologies, including AI and automation, while another 36% were considering doing so. The report also identified client data collection, data input and analysis as areas firms are looking to automate.
Fix the Intake, Not the Headcount
The firms making this shift aren’t buying their way out of a staffing shortage. They’re redesigning the one step in the audit that has stayed manual the longest: how client data gets collected, standardized and reconciled before analysis begins.
Automated data extraction tools that produce a complete, standardized, audit-ready dataset on the first request, with reconciliation built in rather than done by hand, can reduce the rework that turns audit busy season into overtime season.
That’s a technology decision sitting inside a larger structural one.
The Bottom Line
Firms that make that structural decision are protecting more than margins — though margins can improve when senior staff bill on judgment instead of data cleanup.
They’re protecting the people who would otherwise burn out doing work a process should have handled, and the client relationships that erode a little more every time a routine request feels like the fifth ask for the same thing.
Audit season will always be busy, but it doesn’t have to be broken.
About the Author
Justin Pulgrano, CPA, is senior vice president of strategic growth at Crunchafi, where he works with CPA and advisory firms to enhance their practices through technology solutions.
