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Keep a Human in the Loop: The Only AI Accounting Model Worth Trusting
Accuracy is the real objection to AI in accounting, not capability. The answer isn't more autonomy - it's an approval-first model where a qualified person always signs off.
Practical thinking on workflow automation, AI in practice, and how accounting firms can navigate the operational challenges ahead.
Accuracy is the real objection to AI in accounting, not capability. The answer isn't more autonomy - it's an approval-first model where a qualified person always signs off.
Every firm we meet wants the same thing from AI, and it isn't cost-cutting. It's capacity - and the chance to move good people onto better work.
Across firm after firm, the slowest part of accounting isn't the accounting. It's collecting, cleaning, and allocating the data before the work can even start.
After mapping workflows across accounting practices, a consistent pattern emerged: the majority of what consumes accountants' time doesn't require accounting expertise. Here's what we found - and what it means.
The term "AI" gets attached to almost everything in software today. Here's precisely what an AI Associate is, what it does, what it doesn't do, and how it fits into a real accounting team.
The talent-for-growth model that has defined accounting firm expansion for decades is breaking down. Here's what's replacing it - and why the firms that move first will have a structural advantage.
Tell us a little about your practice and we'll set up a 30-minute call. We work with a limited number of firms at a time, and we'll be straight with you about whether there's a genuine fit.