Industries · Accounting & Audit Firms
Every managing partner knows the math. Senior auditors spend 60 to 70% of engagement hours gathering and reconciling data instead of applying judgment. Month-end close drags 12 days. Tax season burns out your best people. AI adoption in accounting jumped from 9% to 41% in one year. The firms that didn't move are already losing talent to the ones that did. We start with one day.
Productivity on reconciliation
Margin uplift
Days to month-end close
Where Margin Dies
These are the four places a CPA, audit, or tax firm loses the most operational leverage. If you recognize three of them, we should talk.
Your highest-billed talent spends 60 to 70% of an engagement gathering data and doing reconciliation that a junior analyst or AI could handle. Judgment work, the actual value, gets squeezed into what's left.
Client data arrives late. Manual consolidation. Error hunting. Your team works weekends to close books, then does it again the next month. Revenue recognition lags. Firm metrics arrive too late to act on.
You test 50 transactions out of 50,000 and extrapolate. It's the standard because it's what's humanly possible. AI can now test the full population and flag only the exceptions for human review.
Document requests live in inboxes. Tax docs come in 14 formats. Your junior staff chases clients for missing items for three weeks. By the time you have the data, the engagement window is half gone.
What We Actually Build
Every firm we've worked with needs some combination of these. We build them in the order your practice needs them. The Foundation Day tells us which one is first.
AI connects directly to client QuickBooks, Xero, NetSuite, or banking feeds. Data flows in automatically instead of being requested, emailed, and re-keyed. Three-week data collection becomes three days.
AI reconciles accounts at ~99% accuracy. Clean transactions pass through. Exceptions get flagged for human review with the specific reason highlighted. Your seniors stop reviewing clean data and start investigating the 2% that matters.
Instead of sampling 50 transactions out of 50,000, AI tests all 50,000 and surfaces anomalies. Your audit opinion rests on the full population. Your defensibility goes up. Your hours go down.
As the engagement progresses, workpapers generate themselves. Trial balance analytics, variance explanations, tie-outs, standard memos. Your team reviews and signs instead of building from scratch.
Clients upload whatever they have, in whatever format. AI classifies 1099s, W-2s, K-1s, receipts, bank statements. Missing documents get flagged automatically. Client follow-up is automated and specific.
Clients see their engagement status in real time. Outstanding items, deadlines, and deliverables all visible. Your staff stops fielding "where are we" emails and starts doing work.
The Proof
How a regional audit practice replaced manual data gathering and sample-based testing with AI-powered full-population analysis.
Audit and assurance services
4 partners, 10 CPAs, 6 support staff
45 corporate audits annually, clients ranging $5M to $200M revenue
60%+ of engagement hours spent on data gathering, not judgment
The firm was drowning in its own success. More clients meant more engagements meant more data gathering meant more senior-level hours in spreadsheets. Month-end close averaged 12 days. Audit sampling covered 50 transactions out of populations in the tens of thousands. AI adoption in accounting jumped from 9% to 41% in a single year, and firms using AI reconciliation report ~99% accuracy at 5x the speed of manual workflows. 82% of accounting firms using AI report positive ROI in year one. This firm decided to be one of them.
| Area | Before (Manual) | After (AI-Native) |
|---|---|---|
| Data Gathering | 3 weeks of client chase-downs via email | Direct AI connection to client systems, 3 days |
| Reconciliation | Senior CPAs in spreadsheets, days per client | ~99% AI-reconciled, humans review exceptions only |
| Audit Testing | Statistical sampling of ~50 transactions | Full-population testing on all transactions |
| Workpapers | Manual assembly and formatting | Auto-generated, partner reviews and signs |
| Month-End Close | 12 days, team working weekends | 3 days, team home by 6 PM |
| Senior Utilization | 60 to 70% on data/reconciliation | 60 to 70% on judgment and client advice |
Productivity gain on reconciliation
Margin uplift on audit engagements
Reduction in month-end close time
Results are client-reported and measured over the first full engagement cycle post-deployment. Full case study and methods available under NDA.
What a Day Looks Like
Here's exactly how a Foundation Day unfolds inside an accounting or audit firm.
From client intake to data gathering to reconciliation to workpapers to delivery. We sit with the managing partner, an audit senior, and a staff accountant. We time every step. By lunch, we know exactly where your billable hours are leaking.
Usually an AI reconciliation tool tested on one live client account, or an auto-classification system for incoming tax documents. Built, tested, and in use before we pack up. One senior gets their afternoon back.
We walk through what we found, what we built, and the sequenced roadmap for the rest. Direct client data connection, full-population testing, auto-workpapers, client portal. You decide what comes next.
Everything documented. Share it with your partners, your firm administrator, your quality control reviewer. Use it to plan the year.
AI Operations, Not AI Experiments
Before AI, operational improvement belonged to Six Sigma. Measure what's slow, find the real bottleneck, fix it with rigor, measure again. Hospitals used it. Banks used it. Serious operators used it.
We do the same work. The fix is different. AI can now eliminate bottlenecks that Six Sigma could only reduce. Same discipline. New leverage. No binders, no black belts, no six-month rollouts.
Common Questions
Yes. We integrate with QuickBooks, Xero, NetSuite, Sage Intacct, and direct banking feeds for client data. On the firm side, we work with CaseWare, CCH Engagement, UltraTax, Lacerte, and most practice management platforms. We don't replace. We connect.
Every system we build runs on infrastructure where client data stays within your firm's controlled environment. No training on client data. No third-party exposure. We work within your existing security posture and document compliance before any client data touches our tools.
AICPA has issued specific guidance on AI use in engagements. The through-line is clear: AI is a tool, the firm remains responsible. We build systems that assume a CPA supervises and signs every output. AI surfaces. Humans judge. That's the posture we stay in with every deployment.
Yes. Whatever we deploy that day is yours. If you never work with us again, it keeps running. We retain our methodology. You keep everything we build.
Every day ends with something working and in use. When the big problem needs deeper system integration or multi-partner rollout, we'll still deploy a smaller win that same day and leave you with a specific build plan for the bigger one.
Most firms keep working with us. The roadmap is a menu, not a contract. You pick what to build next when you're ready. Each phase is scoped and priced to your firm, not pulled from a menu.
$2,500.
We come to you. We solve one real bottleneck. You walk away with something running and a plan you own.
Book Your DayIf we can't find one real problem worth solving, you don't pay.