Built for 4–40 person CPA firms doing bookkeeping, tax and CAS. Partners, staff, bookkeepers, clients, rates. You leave with a capacity model built on your firm, not a typical one.
Partners. Accountants and staff. Bookkeepers.
How many sets of monthly books your team maintains.
Rough billing rates by role. Estimates are fine.
No client data leaves your firm for the Snapshot. Headcount and rates, nothing else.
Four minutes: the model, walked through on one example.
Bank data pulled, categorized, reconciled, pushed to the ledger. Documents chased. Entries fixed.
The model multiplies those out for your firm, flags what can run without a person, and prices the hours at your rates.
That's the capacity value. It isn't a promise; it's what your firm's numbers say is on the table.
One example, modeled, not delivered.
A 20-person firm on this model shows roughly 8,600 hours a year of recurring manual work, about $1M at typical rates, with no platform switch. Your number will be smaller or larger. That's the point of running it on your firm.
A four-person CPA firm in Connecticut. In-house bookkeeping for 25 clients: bank data pulled, categorized, reconciled, pushed into QuickBooks, every month, every client. We mapped one workflow end to end and modeled it across the client block.
The Snapshot uses no client data: headcounts, rates, and client counts. Any eventual build runs inside your environment under a mutual NDA, with no client or taxpayer data sent to outside AI services without consent, and human review before anything posts to your ledger. The data handling is designed around §7216.
No. It removes the producing part of routine work. Your people review the output instead of typing it. Most firms I talk to are turning away work, not looking to cut people.
No. Everything is built around the accounting platform and server setup you already run. You own the automations and the data; if we part ways, they stay with you.
20 minutes on Zoom. Five numbers beforehand if you have them handy.
New York. I work with CPA firms across the U.S.
I'm a data scientist who spent 8 years at Uber, Warner Music, and Publicis. Now I build and operate these systems inside CPA firms.
The Snapshot is free. 20 minutes. Your numbers.