Accounting Firms Using AI Close the Books 7.5 Days Faster
Stanford research and a new AI bookkeeping agent from Dext show what happens when accounting firms move beyond ChatGPT prompts into real workflow automation.
From AI tools to AI agents
Most accounting firms using AI are still at the ChatGPT-prompt stage — drafting emails, summarising documents, maybe writing a client letter. Useful, but not where the real numbers are. The real numbers come when AI moves from a tool you open to an agent that learns how your firm works.
Last month, Dext — the document processing platform used by thousands of Australian accounting and bookkeeping firms — launched AI Assist. It’s an AI agent that watches how your team categorises transactions, applies tax treatments, and structures data, then starts automating those same decisions across future workflows. Every suggestion is surfaced for human review before it’s applied. But the shift is significant: the AI isn’t waiting to be asked. It’s learning your firm’s patterns and proposing the next step.
The scale of the admin problem
To understand why this matters, consider the volume. In January 2026 alone, Dext processed 31.4 million receipts and invoices globally. At three to four minutes per document manually, that’s more than two million hours of admin work. With the platform, users spent roughly 206,000 hours — a 90% reduction in processing time, according to Dext.
But document capture is just step one. After receipts are processed, someone still needs to categorise them, assign tax codes, check for anomalies, and reconcile. That’s where most of the human hours actually go. And that’s exactly where AI agents like Dext AI Assist are now stepping in.
Document processing time, January 2026
Manual
2M+ hrs
31.4M documents at 3–4 min each
With Dext
206K hrs
90% reduction
What the research says
A 2025 study by Stanford’s Jung Ho Choi and MIT’s Chloe Xie analysed hundreds of thousands of transactions across 79 small and midsize accounting firms and surveyed 277 accountants. The findings, published on SSRN, are concrete.
Accountants using AI finalise monthly statements 7.5 days faster. They support 55% more clients per week. Reporting granularity — the level of detail in financial records — improves by 12%. And 8.5% of total work time shifts from routine processing to higher-value advisory tasks.
Senior accountants in the study treated AI as a collaborator: stepping in when the system’s confidence dropped and applying judgment where it mattered. The AI handled pattern recognition. The human handled exceptions. That’s the model that works.
7.5 days
Faster monthly close
AI vs traditional methods
55%
More clients per week
Same headcount
12%
Better reporting detail
Fewer gaps in records
What this means for Australian firms
For an Australian accounting firm, a 7.5-day improvement in close time isn’t abstract. If your firm runs monthly bookkeeping for 50 clients, finishing the month-end cycle a week earlier frees capacity for advisory work, tax planning, or taking on new clients without hiring.
Run the numbers on the time shift. A 10-person firm with a fully loaded cost of $75 per hour per staff member, where AI moves 8.5% of each person’s time from routine admin to billable advisory work — that’s roughly 3.4 hours per person per week. Across the team: 34 hours a week, or $132,600 a year in recovered capacity. The admin leverage implications are hard to ignore.
The firms already using AI aren’t just working faster. According to the Stanford and MIT research, they’re serving more clients with the same headcount and producing more detailed records while doing it. We’ve written before about how WIP write-offs drain accounting firm profitability — faster close times and better record-keeping attack that problem at the source.
What to do this month
Start with what you already pay for. If your firm uses Dext, Xero, MYOB, or QuickBooks, check what AI features have been added in the last six months. Many are switched on by default and sitting unused. Dext AI Assist is available as a free trial until 23 April before moving to a paid add-on.
Then pick one workflow. Month-end close is the obvious candidate — it’s repetitive, high-volume, and the Stanford data shows it responds well to AI. Have one person trial the AI-assisted workflow for a single client cohort and measure the time difference. The firms pulling ahead aren’t using some secret platform. They’re using the same software you are — they’ve just switched the AI features on.
Key takeaways
Sources
Choi & Xie — Human + AI in Accounting: Early Evidence from the Field (Stanford/MIT, SSRN)
Dext — AI Assist launch announcement (CPA Practice Advisor, March 2026)
▶Assumptions & methodology
- The Stanford/MIT study (Choi & Xie, “Human + AI in Accounting: Early Evidence from the Field”) analysed hundreds of thousands of transaction entries from 79 small and midsize firms and surveyed 277 accountants. Published on SSRN in mid-2025. The 7.5-day, 55%, and 12% figures are from this study. The sample is US-based; Australian figures may differ but the workflow dynamics are comparable.
- The $132,600 capacity figure assumes 10 staff × 3.4 hours/week (8.5% of a 40-hour week) × 52 weeks × $75/hr loaded rate. The $75/hr loaded rate is a CoterieLabs estimate for Australian professional services staff (wages, super, overheads). Whether recovered hours convert to billable revenue depends on the firm’s capacity utilisation and pricing model.
- The 31.4 million receipts and 206,000 processing hours figures are from Dext’s own reporting for January 2026. The “3–4 minutes per document” manual estimate is Dext’s conservative benchmark. Actual manual processing time varies by document complexity.
- Dext AI Assist pricing (free trial until 23 April, then £5/month launch offer) was accurate as of the 23 March 2026 announcement. Pricing in AUD may differ. Check dext.com for current availability in Australia.
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Field Notes are general commentary on AI trends for Australian businesses. They don’t constitute professional advice. Talk to your accountant, lawyer, or IT adviser before acting on anything specific to your situation — or talk to us if you want help working out where AI fits.
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