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Playbook Accounting

Accounting Firm Bookkeeping & Reconciliation

Automate 75% of monthly bookkeeping. Catch errors before they become problems.

12 min read
·
Updated April 2026
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The problem

5–7 days of monthly close. Mostly manual.

Every accounting firm we've audited has the same hidden cost: monthly bookkeeping close takes 5–7 days per client, of which most is transaction categorization, bank reconciliation, and chasing down exceptions.

At 40+ clients per bookkeeper, the close marathon eats the first two weeks of every month. By the time it's done, the next month's close is already starting. No one has time for advisory work.

An AI agent handles the repetitive 75% of bookkeeping — transaction classification, bank rec, exception flagging — so your team focuses on judgment calls and client conversations.

5–7 days

typical monthly close per client

75%

of transactions are rule-based and automatable

50%

reduction in close time with agent-driven bookkeeping

The playbook

The six-step monthly close workflow, step by step.

Each step shows what the agent does autonomously and what your team sees on their end. Human approval gates are marked.

01

Agent pulls all transactions

Month end
Agent does

Connects to bank feeds, credit cards, payroll, and POS. Pulls the full month's transactions in under an hour.

Your team sees

Data is staged and ready for review. No manual imports.

02

Agent classifies 75–90% of transactions

Approval gate Auto-categorization
Agent does

Uses vendor patterns, historical rules, and amount ranges. Confidence-scored. Low-confidence transactions routed to human review.

Your team sees

Bookkeeper sees a clean list of exceptions to review — not thousands of line items.

03

Agent matches transactions to bank statements

Bank reconciliation
Agent does

Checks every transaction against the bank record. Flags anything that doesn't tie out.

Your team sees

Rec that used to take 4 hours per account now takes 30 minutes of exception handling.

04

Agent drafts client questions for real unknowns

Exception handling
Agent does

For transactions the agent can't classify, it drafts a specific question for the client — usually one email with 5–10 items instead of 20 back-and-forth messages.

Your team sees

Client gets a clean, batched request. Bookkeeper reviews and sends.

05

Agent assembles P&L, balance sheet, cash flow

Approval gate Financial statements
Agent does

Pulls the finished ledger into formatted reports. Runs basic sanity checks for unusual variances.

Your team sees

CPA opens a clean, drafted package. Spends time on analysis, not assembly.

06

Agent drafts the client-facing summary

Approval gate Client review package
Agent does

Plain-language summary of the month, key variances explained, questions for client attention.

Your team sees

CPA reviews, edits, and sends. Clients get clearer reports, faster.

Results you can expect

What this looks like after 90 days.

1–2 days

monthly close time per client

3x

client capacity per bookkeeper

95%

accuracy on auto-categorized transactions

60%

more time for advisory conversations

Tools we plug into

For this specific workflow

QuickBooks OnlineXeroSage IntacctBill.comGustoStripePlaid
Timeline to live

4–6 weeks to a two-day close

  • Weeks 1–2 — chart of accounts and rule mapping per client
  • Weeks 3–4 — build, test with 3 pilot clients
  • Week 5 — refine categorization rules from first close
  • Week 6+ — scale to full book

30 minutes. No pitch.

Tell us where your team is losing time. We'll tell you honestly — whether AI can help, and if so, what we'd build first.

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