Building trust in uncertainty with accruals
In accounting, there’s a professional industry term for “I have no idea what this expense was for, boss, and the employee won’t respond to my emails asking for a memo”. It’s impossibly complex and critical to enterprise finance — "accruals".
I drove direction and earned product/engineering buy-in by co-designing alongside our highest-touch users and championing one of the most nuanced industry workflows to unlock power users.
When I was first moved into this project, we heard loud and clear from customers that they wanted a way to update their transactions after their booked closed for the period. The PRD made it sound easy — “unexporting”, or effectively undoing a closed transaction if further details were provided and therefore needed adjustments in a later period. On the surface, we were hitting the user asks:
But, this is where my accounting degree finally proved useful, as I immediately flagged this as not just incorrect — but unacceptable. In enterprise accounting, you don’t simply “undo” posted books.
To gather buy-in from the existing team, I pioneered a recurring co-design ritual: lo-fi, weekly working sessions with accounting leaders at Roblox, DoorDash, and other enterprise admins. We also made sure to include a handful of smaller customers to test out any industry varations.
These weren’t just interviews. As users described their close process, I redrew their month-end flows live on the call. The sessions were messy, collaborative, and deeply tactical. This style of "live" sketching quickly became a celebrated and championed process internally as well.
This process was so mutually beneficial that Roblox mentioned in a call with our CSM, that they are not churning to Ramp despite internal connections because “designing with Annie is fun."
We confirmed my hunch: any intent to change a booked transaction must be done in an equal and opposite additional entry. Admins call it auto-reversing accruals. Accountants needed to book an entry before the period ends to ensure your numbers are kosher, but have the safety net that it will automatically net out to zero later, when further compliance documentation is received.
This way, auditability is preserved month after month without compromising speed, keeping key principles in mind:
OPTIONALITY
Startups could opt out; enterprises could enforce accruals by policy.
FAMILIARITY
Modalities and jargon mirrored the user's ERP native objects
SAFETY
If critical fields were missing, we put guardrails to ensure non-final entries.
01
Prepare transactions with incomplete documentation as accruals
02
Reviewers can confirm and export to auto-reverse on a date of their choosing
03
Update safely as actuals in a following period when you’re confident
The ability for Brex to ingest and ship a niche industry product marked a shift in how Brex showed up for enterprise. DoorDash processed 95k+ auto-reversals in their first quarter alone, and Roblox, Airbnb, and Sequoia required this feature as p0s. On top of that, our own internal finance team adopted it for month-end close.
Most importantly, it became a prerequisite for automation, as we see in our next upcoming cycles.