Why Technical Accounting Expertise Is Disappearing, and What We're Doing About It
When I was in accounting advisory, I'd get calls from controllers at midnight. An enterprise deal was closing, terms had changed last minute, and the CFO was literally standing outside the controller's office waiting for an answer on the GAAP implications. That kind of scramble was completely routine. It's also exactly the problem UpDraft is built to fix.
Last week I sat down with Casey Tierney at The LegalTech Fund to talk through all of it. Here are the 6 big things we covered.
The talent pipeline has been collapsing for years
The number of new CPAs entering the profession has fallen sharply, and an entire generation of senior practitioners with 20 and 30 years of experience is retiring at the same time. When I started my career, the average tenure of someone leaving the profession was around 6 years. Today it's 12. The experienced people are walking out the door faster than anyone can replace them, and the complex work that only they could do doesn't disappear with them. It just lands on fewer desks, with less time, and no good tools to help.
The time is now
Two things that rarely line up came together at the same time. The underlying AI technology finally reached the level of analytical sophistication where, with the right architecture around it, it could handle this kind of work. And accounting, which is a deeply conservative profession, finally had a forcing function strong enough to drive real adoption. When the talent pool is this constrained and the work keeps growing, people are ready to change. Right now, both of those conditions are true.
General purpose tools fall short here, and it matters
ChatGPT and Claude are genuinely extraordinary productivity tools, but they're built for breadth. Technical accounting requires depth and a very specific kind of methodical rigor. A complex position paper might involve analyzing 500 pages of documents across a 50-page closing binder and producing a memo with 30 distinct analytical steps. If any one of those steps is wrong, the whole thing is wrong. UpDraft is anchored in GAAP concepts at its core and built to operate with the precision that kind of work demands.
Traceability was non-negotiable from day one
We built our own AI-native PDF reader specifically for this reason. Every paragraph of every source document is annotated, and with one click you can go from any point in a deliverable back to the exact page and paragraph the agent was working from. In accounting, if you can't show your work, the work doesn't count. We built UpDraft from that principle up.
Human judgment still leads on the hard calls
80% to 90% of the workflow can run automatically. The other 10 - 20% involves genuine forks in the road where the guidance allows for multiple defensible positions, where a team's internal accounting policies narrow the field, or where the facts of a transaction require real experience to navigate. For those situations, UpDraft compiles the evidence on both sides and gets the expert to the decision point faster and with complete context. The automation protects their attention for exactly where it's most valuable.
The vision is a unified platform across legal, finance, and accounting
The midnight calls I described happen because legal, finance, sales, and accounting all operate in separate lanes with significant lag between them. When a contract term changes, the accounting team finds out late, the CFO finds out even later, and by then the surprise is already baked in. Where this goes is a platform where all of those stakeholders share the same view of a transaction in real time, so the implications are visible before decisions are made rather than after. Legal teams that understand the GAAP consequences of the terms they're negotiating. Controllers who aren't blindsided at close. CFOs who aren't standing in hallways at midnight.
Casey and I covered all of this in the full interview. Link below.