For CPA firms running bookkeeping + advisory

Stop maintaining 450 bank rules. Start growing advisory.

Pattern learning runs across every client book. No per-client rule maintenance. 85% accurate on first import.

Book a demoSee how it works
Multi-client review queueWorks with QBO + Xero85% first-import accuracyPilot with 3-5 client books
Multi-client review queue · 5 client books · Apr 2026
Apr 14STRIPE PAYOUT · Acme Bakery→ Sales income · split fee+$1,847.2097%⏎
Apr 14SQ FLOUR POWER · Acme Bakery→ Cost of Goods? · vendor unseen−$612.0064%F
Apr 14GUSTO PAYROLL · Riverside Dental→ Payroll · auto-split tax−$8,142.5599%⏎
Apr 13ACH 7541270 · Riverside Dental→ Tell me what this is−$3,200.0018%↳
Apr 13AWS · Northstar Consulting→ Software · Hosting−$284.9199%⏎
Apr 12COMCAST · Mott Auto Body→ Utilities · Internet−$184.9998%⏎
⏎approveFflag↳recat
Definition

What is AI bookkeeping for CPA firms?

AI bookkeeping for CPA firms is software that categorizes client transactions automatically using pattern learning, letting one staff bookkeeper review and approve work across many client books instead of coding each transaction manually. Growthy delivers 85% accuracy on first import and 90%+ on returning clients across QuickBooks and Xero, with a multi-client review queue built for firm workflow.

Key takeaways

Six things firm partners should know.

Specific numbers, no hype. Every claim either has a number behind it or names what the alternative breaks.

  1. 01

    Multi-client review queue

    Staff bookkeepers triage all client books in one approve-and-flag workflow. No more swivel-chair between QBO files.

  2. 02

    85% first-import / 90%+ returning accuracy

    Measured against the prior bookkeeper's classification on alpha clients. Returning accuracy applies after about 30 days of pattern learning per client.

  3. 03

    Works on top of QuickBooks Online or Xero

    No client migration required. Or run client books standalone in Growthy when the cost case shifts.

  4. 04

    Bookkeeper-first, not partner-replacement

    Your team stays in control. The labor wall collapses; the relationship doesn't.

  5. 05

    Pricing scales with firm clients, not transaction volume

    $99/mo per company during alpha, $149/mo annual at GA. Predictable margin math.

  6. 06

    Free during alpha · 5 firm slots open

    Pilot with 3-5 client books. Expand if margin numbers hold. Lock in alpha pricing when alpha closes.

The firm operator math

Why bookkeeping is a margin drag, not a profit center.

Five numbers every CAS-practice partner already knows. Putting them on one page makes the deploy decision easier.

  • 30-50%of monthly bookkeeping hours go to manual categorization.
  • $65-85Kloaded cost per senior bookkeeper. New hires take 60-90 days to be productive on a client.
  • 40-60%bookkeeping realization rate at most CAS practices (Rosenberg Associates benchmarks, generic figure).
  • 75-90%advisory realization at the same firms.
  • 1 : 1Every hour of bookkeeping margin drag is an hour you can't spend at advisory rates.
A Monday at the firm

Same workflow your team already runs. Growthy hands them the obvious 80%.

Three stages, end to end. Connect once, learn overnight, review in the morning. Staff bookkeepers stay in the seat your firm already pays for.

01 · connect
60-90dhistory pulled

Connect client books

QBO or Xero OAuth per client. Growthy reads transactions, vendors, accounts. No migration. Client workflow unchanged.

02 · pattern engine (the meaty part)
overnightper client

Categorizes while you sleep

Learns vendor, amount, and memo patterns per client. Confidence scores set the triage queue. By week two, a routine client book runs at 90%+ with a flagged-only queue. Junior staff time goes from coding to reviewing.

03 · review
~15 minper client

Approve, recategorize, or split

Staff bookkeeper opens the multi-client queue. ⏎ approves, F flags. Patterns sharpen per keystroke. Partners see clean books for advisory conversations.

Two ways your firm can deploy Growthy

Pick the mode that fits the client. Switch per book if the math says move.

Same pattern engine, same multi-client queue, same approval keystrokes. The difference is who keeps the system of record on a given client.

Default · low-risk
Day one

Workflow mode (on top of QBO or Xero)

Run all client books in QBO/Xero. Growthy reads, categorizes, pushes approved entries back. Client experience unchanged. Audit trail unchanged. Your team stops coding manually.

  • →Client GL stays on QBO or Xero
  • →No client migration, no client retraining
  • →Staff bookkeepers stay in their existing tools
  • →Partner risk: zero
Pilot in workflow mode
Optional
When the math says move

Standalone GL (skip QBO/Xero per book)

Native double-entry GL inside Growthy. Skip QBO/Xero subscription per migrated client. Migrate one client at a time. Best for low-complexity client books where QBO is overkill for what the client actually needs.

  • →Native double-entry GL
  • →No QBO/Xero subscription per migrated client
  • →Per-client decision, not all-or-nothing
  • →Simpler audit trail for low-complexity books
Plan a per-client migration
Firm economics

One firm. 30 monthly bookkeeping clients.

Illustrative scenario, mid-size CAS practice running 30 monthly client books before and after Growthy. Numbers come from alpha-cohort firms; your mileage depends on transaction volume per client and how much reclaimed time actually moves to billable advisory work.

Without GrowthyWith Growthy
Manual categorization hours per month60-90 hrs (avg 75)12-18 hrs (avg 15)
Bookkeeping cost at $50/hr loaded$3,750/mo$750/mo
Growthy cost (30 clients × $99 alpha)n/a$2,970/mo
Net direct savingsn/a$30/mo + 60 hrs reclaimed
Reclaimed hours at advisory rate ($150/hr)n/a+$9,000/mo capacity

Numbers are illustrative based on alpha-cohort firms. Real economics depend on average transactions per client, vendor diversity, current bookkeeping rate, and how much of the reclaimed time actually moves to billable advisory work. Pricing reads from brand-facts; alpha pricing locks in for early firm pilots.

How firm partners compare options

Five buy-or-build conversations, one page.

Each line is a real firm-partner conversation from alpha-cohort calls. Pick the comparison that matches the option you're actually weighing.

  • vs hiring another bookkeeper$65-85K loaded plus ramp plus supervision, vs $99/mo per book.
  • vs DigitsDigits forces a QBO migration. Growthy works on top of QBO/Xero day one.
  • vs Pilot or BenchThey take the bookkeeping client off your books. Growthy keeps the relationship and the margin in your firm.
  • vs QuickBooks for AccountantsQBO Accountant is your file manager. Growthy is your categorization engine.
  • vs DIY bank rules across 30 clients30 clients × 30 rules = 900 rules to maintain. One team member spends 5 hrs/wk on rule maintenance.
How firms actually deploy

Three paraphrased scenarios from alpha-cohort calls.

Quotes are paraphrased pending alpha-cohort attribution consent. Numbers and structural decisions are real.

  • CAS practice scaling advisory
    Three staff bookkeepers, hard advisory ceiling.
    “We had 3 staff bookkeepers and could not take advisory clients without dropping books. Growthy handed staff the categorization 80%; we redeployed 1.5 FTE to advisory work.”
  • Solo CPA at the ceiling
    Drop bookkeeping or hire. Neither felt right.
    “I was about to drop bookkeeping or hire a junior. Growthy gave me a third option: keep the relationship, kill the manual coding.”
  • Mixed-stack firm
    Workflow mode for QBO clients, standalone for simple S-corps.
    “We use Growthy in workflow mode for the high-touch clients on QBO and standalone for the simple S-corp books. Per-client mode-switching.”
FAQ

Frequently asked questions

Does Growthy replace QuickBooks Online for our clients?+
Not unless you decide to. The default deployment is workflow mode: Growthy reads transactions from QBO or Xero, categorizes them, and pushes approved entries back. The client's GL stays where it is. Standalone mode is an option per client when the cost case shifts (low-complexity books where QBO subscription is overkill), but workflow mode is what most firms run on day one.
How does this affect our engagement letter scope?+
Most firms add a single bullet to the bookkeeping scope language describing the use of pattern-learning software for transaction categorization, with the firm retaining review and approval authority. Growthy does not change who signs off on the books, who keeps the GL, or who carries professional liability. The audit trail stays inside the underlying GL (QBO/Xero in workflow mode, Growthy in standalone mode).
What about clients in regulated industries (RIAs, healthcare)?+
Workflow mode is the safer default for regulated industries because the GL stays on QBO or Xero, with no change to your client's existing audit or compliance trail. Growthy reads and writes through the QBO/Xero API, which is the same interface your firm already uses. For HIPAA/SOC engagements, route the question to your firm's BAA review before connecting client books; we can scope the pilot to non-PHI clients first.
How do we onboard a client onto Growthy without disrupting their workflow?+
OAuth connection takes about 5 minutes per client. Growthy pulls 60-90 days of history overnight and runs the pattern engine before your team sees the queue. Most alpha-cohort firms onboard one client, run a parallel week to compare against their bookkeeper's manual coding, then onboard the next. The client themselves usually does not see anything change unless your firm chooses to surface it.
What's our pilot path? How many client books to start with?+
3-5 client books is the typical pilot. Pick a mix: one or two routine S-corp/LLC books your bookkeeper knows cold (proves the speed), one e-commerce/multi-vendor book (proves the difficult 20%), and one larger client where the partner has been wanting to push more advisory work (proves the redeployment math). 90 days is enough to see the pattern engine flatten.
What happens to our bookkeeping team? Do they still have a job?+
Yes. Growthy is bookkeeper-first by design. Senior bookkeepers stay more valuable because they review judgment calls instead of coding routine transactions. Junior staff still onboard, learn the firm's standards, and become senior; Growthy just removes the manual-categorization step from that path. Firms in the alpha cohort have redeployed reclaimed staff hours to advisory work, not eliminated roles.
How is data isolated between firm clients?+
Each client book is a separate tenant inside Growthy with full data isolation. Pattern memory does not bleed across clients. RBAC controls (admin / manager / editor / viewer, with per-client overrides) let your firm gate which staff sees which client. Tokens are AES-256-GCM encrypted at rest; webhook signatures use HMAC-SHA256.
What's the firm pricing path post-alpha?+
Free during alpha, capped at 5 client books per firm during the pilot window. When alpha closes, alpha firms lock in $99/mo per company for 2 years. GA pricing is $149/mo per company billed annually or $199/mo billed monthly. Pricing scales with firm clients (not transaction volume), so the margin math stays predictable as a client book grows.
How categorization worksBookkeeping automation primerMulti-client AI bookkeeping deep divePricingSecurityPrivacy

Pilot Growthy on 3-5 client books.
Decide in a quarter.

5 firm-pilot slots open. Free during alpha. Lock in $99/mo per company when alpha closes. Standard retail at GA is $149/mo annual or $199/mo monthly per company.

Book a demo
Email Bobby directly
Free during alpha $99/mo per company lock-in Pilot with 3-5 client books

Built by Bobby Huang, partner at SDO CPA. 18 years bookkeeping. Runs Growthy LLC + TracePrep on the same product your firm would pilot.