AI for Accounting Firms
Get your senior CPAs off compliance work and onto advisory work.
Reprise AI builds custom AI systems for founder-led CPA, tax, and bookkeeping firms — monthly close, document intake, bookkeeping, tax organizers, and billing. Built into the software your firm already runs on.
Review-ready, never auto-filed. The human stays the accountant.
42+
Accounting firms installed
60+
Businesses transformed overall
The bottleneck is your partners, not your software
Accounting hiring is broken. Firms are turning clients away, not because demand is short, but because the people who could serve them are buried in compliance work that bills a fraction of what advisory work does.
Meanwhile most firms already own software they never fully deployed. One firm we worked with had bought SurePrep and never switched it on — the person who was going to run it had quit. The licence was renewing every year regardless.
The gap is not tools. It is implementation.
The workflows we automate
These are the processes real CPA firms asked us to fix on audit calls — not a generic list of what AI could theoretically do.
Month-end close and client reporting
Today
Pull the numbers out of QuickBooks, hand-fill a CFO dashboard in Excel, then present it to the client.
What we build
Books close in your practice management platform and the report generates itself, review-ready. Close time targets five days down to one.
Document intake and routing
Today
A client uploads to the portal, an admin downloads it, guesses the right entity folder, and files it on the internal server.
What we build
The agent reads the document, matches it to the right client and entity, and files it. Anything it is not confident about goes to a human queue instead of being guessed at.
Bank statements into QuickBooks
Today
Someone keys transactions in by hand, at roughly 90–95% accuracy, then reworks the rest.
What we build
Statements are parsed, categorized, and posted to the correct QuickBooks file, with exceptions surfaced for review.
QuickBooks to tax software handoff
Today
A staff member re-keys report figures into UltraTax, ProConnect, or Lacerte.
What we build
A structured handoff with no re-keying, built around each vendor's actual API limits.
Tax organizer to return
Today
The client fills in an organizer, staff type the numbers into a formula workbook, then into the tax software.
What we build
The client fills it in online, figures map automatically, and anomaly detection flags the fat-finger error — the figure with too many zeros — before it reaches a return.
Billing and invoicing
Today
Manual invoicing across hundreds or thousands of returns.
What we build
Trigger-based invoice drafts that wait for an owner to approve before anything fires. Nobody wanted invoices sending themselves, so they don't.
Watch it built
A full walkthrough of the accounting build in three levels: connecting to QuickBooks with a single secure login, the agents that handle month-end close, document intake, and tax organizers, and the dashboard your whole team logs into. The tax-organizer agent catches a real error on camera.
How we handle the compliance problem
Every firm we have spoken to asked some version of the same question before anything else: what stops this thing from doing something on my behalf that I did not approve? Four answers, and they are structural rather than promises.
Approval gates everywhere
Agents draft, they never send or file. Nothing leaves your firm without a person clicking approve.
A complete audit log
Every agent action and every human approval is recorded with a timestamp and an attributable actor.
Scoped permissions and data isolation
Each agent can reach only the systems its specific job requires, and each client's data is walled off from the others.
On-premise where required
If your documents live on an internal server, the whole system runs locally against it.
What it looks like in practice
Tax & Advisory · 2 partners, 6 staffA boutique tax and advisory firm moved its senior staff off busywork and onto billable advisory — same team, no new hires
Roughly $1.4M in annual revenue. We installed transaction categorization, client communication drafting, and sub-60-second lead response — one workflow at a time.
Comparing your options first?
Most firms evaluate a product before they evaluate a build. We wrote an honest comparison of the main AI tools aimed at accounting firms — including where a product is the better answer than anything custom.
Questions accounting firms ask us
Will AI file or send anything without a human reviewing it first?
No. Every Reprise AI accounting system is built on a review-ready, never auto-filed principle. Agents draft — they do not send, file, or submit. Invoices, client emails, statements, and returns all land in an approval queue where a member of your firm approves, edits, or rejects them before anything leaves the building. The human stays the accountant; the AI removes the grunt work.
Is my clients' financial data safe?
Each agent runs with scoped credentials and can only access the specific systems its job requires — a close agent can read QuickBooks and draft a report, but cannot send email or issue a bill. Client data is isolated per engagement, and there is no shared model training on your firm's data. Every agent action and every human approval is written to a timestamped, attributable audit log.
Our documents live on an internal server, not in the cloud. Does that rule us out?
No. On-premise deployment is a supported configuration, not an edge case. Several firms we have worked with keep client documents on an internal server for policy or compliance reasons, and the entire system — agents, approval queues, and dashboard — can run locally against that server rather than in the cloud.
How long does monthly close actually take after implementation?
The target is reducing monthly close from roughly five days to one. The system pulls from QuickBooks, payroll, and the practice management platform, drafts the statements, and flags anomalies for review. A senior accountant then reviews and ships rather than assembling the close by hand. Actual results depend on data quality, the number of clients, and how standardized your existing close process is.
Does this work with the software my firm already uses?
Yes — the systems are built into your existing stack rather than replacing it. Common integrations include QuickBooks Online and Desktop, Karbon and other practice management platforms as the trigger layer, tax software such as UltraTax, ProConnect, Lacerte and Drake, plus SurePrep, DocuSign, bank feeds, and client portals. Where a vendor's API is limited, we build around the limitation instead of pretending it does not exist.
How is this different from Botkeeper, Karbon AI, or Neo.Tax?
Those are products built for generalist firms, and they work well for generalist workflows. Reprise AI builds custom systems for the specific vertical a boutique firm serves — dental DSO compliance, e-commerce sales tax nexus, restaurant tip accounting, real estate cost segregation. You are not adapting your firm to fit a product; the system is built around the workflows your firm already runs.
Will this replace my staff?
The objective is moving senior people off low-value work, not reducing headcount. In a recent installation at a boutique tax and advisory firm, senior repetitive work dropped from 50% of staff time to 18%, and the reclaimed hours went into billable advisory work — with the same team and no new hires. Firms typically use this to take on more clients without hiring, particularly given how difficult accounting hiring has become.
What happens when the AI gets something wrong?
Low-confidence results are routed to a human queue rather than guessed at. For example, when a document intake agent cannot confidently match a document to the right client or entity, it flags it for a person instead of filing it somewhere plausible. Anomaly detection is built into the workflows that need it — the tax organizer flow is specifically designed to catch fat-finger errors, like a figure entered with too many zeros, before they reach a return.
What size firm is this built for?
Established CPA, tax, bookkeeping, client advisory, outsourced accounting, and fractional CFO firms — typically founder-led boutiques with a partner group and a small staff, rather than solo practitioners or national firms. The engagements that work best are firms where partners are stuck on compliance work instead of advisory work that bills several times higher.
How quickly does something actually go live?
Implementation runs one workflow at a time rather than attempting a firm-wide rollout at once. The goal is a first production agent or demonstrable automated result within days, and a first complete workflow within weeks — subject to system access, data quality, approvals, and how complex the workflow is. Each system is deployed and monitored until it produces measurable results before moving to the next one.
See where the hours are going in your firm
Book a call and we will map your firm's workflows, rank them by what each one costs you in senior time, and tell you which ones are worth automating first — including the ones that are not.
Book a call →