March 18, 2026 · Jeffrey Joju
AI-assisted bookkeeping: what it actually does (and doesn't)
"AI accounting" gets thrown around like it's magic. It's not. It's a set of specific, narrow tools that are genuinely good at some things and genuinely bad at others. Here's the honest version.
What AI is good at
- Categorizing transactions. Modern models classify bank-feed transactions with 95%+ accuracy once they've seen a few months of your data.
- Extracting data from receipts. Snap a photo, get a structured record. Faster and more accurate than manual entry.
- Reconciling. Matching invoices to payments, flagging mismatches.
- Drafting. First-pass tax returns, financial summaries, monthly reports.
What AI is not good at
- Judgment. Whether something is a deduction, a capital expense, or personal — that requires context only a human has.
- Standing behind the numbers. A licensed accountant signs returns. AI doesn't.
- Talking to the IRS. When something goes sideways, you want a person.
Where Promptly draws the line
We use AI for the volume work — categorization, reconciliation, document extraction, draft prep. A real, qualified accountant reviews and signs off on every output that reaches you or a tax authority. That's the whole point of "Powered by AI. Guided by experience."
Want to see how it works in practice? Reach out.