AI & Automation · Accounting
Cut the manual hours out of close, categorization, and the endless document chase
We design AI-assisted workflows for accounting and bookkeeping firms that speed up the work your team already does — built on QuickBooks Online, Xero, and the practice-management tools you run today. Every number a CPA reviews stays a number a CPA reviews. AI drafts and flags; it never files, signs, or decides.
The Outcome
What automation actually does for you
Not a gadget — measurable leverage on the numbers that decide whether the business makes money.
Fewer manual touches per month-end
We map your close checklist and automate the repetitive steps — pulling statements, matching transactions, flagging exceptions — so staff spend their time on review and judgment, not data entry.
The PBC chase runs itself
Automated, personalized document requests and reminders replace the manual follow-up emails, with a live status view of who still owes what.
Exceptions surface instead of hiding
AI reviews bank feeds and reconciliations against your rules and prior-period patterns, then routes only the genuine anomalies to a human for a decision.
An honest starting point
Here’s what we’d build — not a borrowed success story
We’re not going to hand you a fabricated case study. What follows is exactly what we would build for a business like yours, and how we’d prove it’s working. Every automation is scoped to your operation in an audit, built on the tools you already run, and measured against a baseline we set together — so you know what each piece is worth before we build it.
Who it’s for: Built for CPA firms, bookkeeping practices, and outsourced accounting teams — solo practitioners through multi-partner firms — that run recurring client work, feel the busy-season capacity crunch, and want to add capacity without adding headcount. If your team is drowning in categorization, document collection, and status updates, this is for you.
The Core Systems
Where AI moves the biggest numbers
These are the four workflows where accounting firms lose the most hours to manual, repetitive work — and where AI-assisted automation, with a professional reviewing the output, pays back fastest. We start by measuring your current baseline, then build against it.
Document collection
End the PBC chase
The problem: Staff spend hours every close and every tax season sending "still waiting on your bank statement" emails, tracking who responded, and re-requesting the same three items. It is the single biggest source of delay and frustration on both sides.
What we’d build: An automated collection system that sends personalized, per-client document requests, escalates reminders on a cadence you set, ingests what comes back into your document management (TaxDome, Canopy, or your DMS), and gives your team one dashboard of outstanding items. Clients get a clear checklist; your staff stop chasing.
Categorization & close
Faster categorization and reconciliation
The problem: Bank-feed categorization and reconciliation are high-volume, rules-driven, and mind-numbing — but errors are expensive and a human has to own the result. Reviewing every line by hand does not scale into busy season.
What we’d build: AI that categorizes bank-feed transactions using your chart of accounts, each client’s history, and your firm’s rules — then flags uncertain items and true exceptions for a bookkeeper or CPA to approve. It drafts reconciliations and surfaces mismatches instead of making your team hunt for them. The professional approves; the AI does the first pass.
Client comms & status
Client status without the back-and-forth
The problem: "Where are my books?" and "Is my return done?" emails pull staff off billable work, especially in season. Clients feel out of the loop and partners field escalations that a status update would have prevented.
What we’d build: Automated status updates tied to your workflow stages, plus AI-drafted responses to routine client questions that a team member reviews and sends. Clients see where their work stands; your staff answer the same question once, not fifty times.
Workflow & deadlines
Deadline and workflow control
The problem: Work slips through the cracks when it lives across Karbon, spreadsheets, and someone’s memory. Missed deadlines and uneven workloads are a capacity and risk problem, not just an annoyance.
What we’d build: Automation layered on your practice-management tool (Karbon, Canopy, TaxDome) that auto-creates and routes jobs, escalates approaching deadlines, rebalances work when someone is underwater, and gives partners a real-time view of what is at risk. The system nudges; your people manage.
More Ways We Automate
The fuller menu
Beyond the four core systems, here is the broader set of accounting-firm workflows where we can build AI-assisted automation. Each is scoped to your tools, your process, and a human review step — we pick the ones with the clearest payback for your firm first.
Client onboarding & engagement letters
Automate the new-client intake sequence — data collection, engagement letter generation and e-signature via your tool of choice, and system setup in QBO or Xero — so a new client goes from signed to onboarded without manual re-keying.
Proposal & pricing prep
Draft scoped proposals and pricing from an intake questionnaire using your firm’s service catalog and rate logic, ready in Ignition or your proposal tool for a partner to review, adjust, and send.
Tax-season client intake & status
A season-scaled intake flow: organizer distribution, document collection, missing-item flags, and a live status board so every client and every preparer knows exactly what stage a return is in.
AR collections & reminders
Automated, tone-appropriate invoice reminders based on each client’s payment history and aging, with a firm-controlled escalation path — so you collect faster without a partner writing dunning emails.
Client reporting & advisory dashboards
Auto-generated monthly reporting packages and advisory dashboards pulled from QBO or Xero, with AI-drafted plain-English narratives on the numbers that a CPA edits before it reaches the client.
Time, billing & realization
Surface unbilled time, low-realization jobs, and scope creep as they happen — not at month-end — so partners can act while the work is still fresh and the write-off is still avoidable.
Month-end close orchestration
A managed close checklist that triggers each step, tracks completion across the team, and holds sign-offs — turning a scattered process into a repeatable, auditable one.
Client email triage & drafting
AI that sorts inbound client email by urgency and topic and drafts routine replies in your firm’s voice, queued for a team member to review and send. The inbox gets calmer; nothing goes out unreviewed.
Practice reporting for partners
A partner-level view of capacity, WIP, deadlines at risk, and client profitability, assembled automatically from your practice-management and accounting data so leadership decisions run on current numbers.
The Numbers We Move
The numbers we move
Automation isn’t the goal; moving these is. We set a starting number in the audit and measure against it, so you always know what a build is worth.
Close time
Automating statement retrieval, categorization first-pass, and reconciliation drafting compresses the days between period-end and delivered financials.
Document turnaround
Personalized automated requests and reminders shorten the time from "we need it" to "we have it," the biggest hidden delay in close and tax work.
Capacity per staff person
Removing repetitive data entry and status-update work lets each team member carry more client load, especially through the seasonal crunch.
Realization
Catching unbilled time, scope creep, and low-margin jobs early protects the difference between hours worked and dollars collected.
AR days
Consistent, automated, history-aware collections reminders bring cash in sooner without partner time.
Client response time
Drafted replies and automated status updates cut how long clients wait — and how many hours staff spend answering the same questions.
Because this is a capability engagement, we do not quote results we have not earned for you. Instead we measure a baseline first — for example, your average days-to-close, the percentage of transactions needing manual categorization, average document-collection turnaround, current realization rate, and AR days outstanding. We set targets against those specific numbers, then report actual movement after launch. Any figure we show you is your data, not a borrowed case study.
The Engagement
Built on your operation, run by your team
A systems-first engagement scoped to your business — not a generic playbook and not a “learn ChatGPT” workshop. We assess, design, build, and train, so the automations get adopted, not abandoned.
Human-in-the-loop, always. AI drafts and forecasts; your team approves and acts. Nothing customer-facing goes out without you, and your people end the engagement more capable — not more dependent.
Every business is different. The audit is where we find your highest-ROI automation.
How It Works
From audit to automation that pays for itself
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AI Operational Audit
We map your workflows, inventory the tools you run, and set baseline numbers so every later result has a starting line to beat.
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ROI-ranked roadmap
A prioritized plan: which systems to automate first, what each is worth, and what it costs — before you spend on a build.
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Build on your stack
Automations wired into the tools you already use — not a rip-and-replace onto new software.
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Train & govern
Hands-on team training plus governance and data-privacy policies, with human-in-the-loop approval on anything customer-facing.
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Measure & optimize
We track every automation against the baseline and keep tuning — and if something isn’t earning its keep, we change it.
FAQ
Accounting & Bookkeeping Firms — AI & automation questions
How do you protect our data and client confidentiality?
Client confidentiality is the design constraint, not an afterthought. We work within your existing systems and access controls, scope data access to only what a workflow needs, and review where every piece of data is stored and which vendors touch it. We document the data flow so you and your clients know exactly how information is handled, and we align with the confidentiality obligations your firm already operates under.
Does a CPA still review everything?
Yes. This is the non-negotiable core of how we build. AI does the first pass — drafting, categorizing, flagging, summarizing — and a qualified professional reviews and approves the output before anything is finalized. AI never files a return, signs anything, or makes a professional judgment. It assists your people; it does not replace their sign-off.
Which tools do you work with?
We build on the stack you already run: QuickBooks Online and Xero for the books; Karbon, Canopy, and TaxDome for practice management and client work; Ignition for proposals and billing; and your document management and e-signature tools. We integrate with your systems rather than forcing a rip-and-replace, so your team keeps working where they already work.
Will this actually hold up during busy season?
Busy season is the point. The workflows with the biggest payback — document collection, categorization, intake, and status updates — are exactly the ones that break down under seasonal volume. We build and test ahead of the crunch so the automation absorbs the surge, and we scope for peak load, not average load.
Is this going to replace my staff?
No. The goal is to take the repetitive, low-judgment work off your team so they can handle more clients and do more of the advisory and review work that actually needs a human. Firms use this to add capacity and reduce burnout without adding headcount — not to cut people who are already stretched thin.
How does pricing work?
We scope and price per engagement based on which workflows you prioritize and the complexity of your stack. It typically starts with a baseline audit and roadmap, then a build phase for the systems you choose. We will give you a clear scope and price before any build begins — no open-ended meters.
How do we know it worked?
We measure a baseline before we build — your close time, categorization hours, document turnaround, realization, AR days — and report actual movement against those numbers after launch. You get a before-and-after on your own data, not a testimonial.
What if the AI miscategorizes a transaction or gets something wrong?
It is designed to flag uncertainty and route anything it is not confident about to a human, rather than silently guessing. Exceptions surface for review; they do not slip through. Over time it learns your firm’s rules and each client’s patterns, but the review gate stays in place regardless.
How long does it take to get running?
It depends on scope, but most firms start with a baseline audit and one or two high-payback workflows so you see results in weeks, not quarters. We roll out incrementally — prove value on the first system, then expand — rather than pausing everything for a big-bang launch.
Do we need technical staff to run this?
No. We build the workflows into tools your team already uses, document them, and train your staff to own them. The systems are meant to run in the background of your existing process, not to become a new piece of software your firm has to babysit.
The Full Practice