If you've been in the audit game for more than five minutes, you know the drill. Client sends over a USB drive with all sorts of Excel files, many of which don’t match the chart of accounts they gave you last month. Half the data is in PDFs. Others are in some proprietary system format that doesn’t convert easily.
Without the right tools, this can lead to days or weeks of manual sorting, classification, and follow-up before substantive work can even begin.
The data collection nightmare
Junior staff would spend weeks manually sorting through files, trying to figure out which expenses belonged in which buckets. Account groupings were more art than science, and inevitably, someone would discover a big batch of data right before the fieldwork deadline.
Then came the quality control headaches.
- How do you know if the numbers actually tie out?
- Is that $50,000 variance a real issue or just a mapping problem?
And then there’s missing documentation. Chasing clients for missing documentation adds to the time pressure, especially when the required reports are buried in different systems.
AI-enabled data collection
Instead of drowning in data chaos, you can now automate the entire collection and preparation process, with AI-enabled data collection tools that give auditors cleaner data faster and reduce the risk of errors.