Agent transcript · Audit readiness

Audit readiness: "Do a GAAP tie-out and tell me what an accountant would flag"

The agent ties out the statements and ranks misstatements by materiality, with evidence, the GAAP principle, and the correcting entry for each — reviewing only, never posting an entry itself.

A real agent session captured by Economico's eval harness. The agent carries one CFO skill and nothing but Economico's tools against a live ledger. Tool arguments and results are abridged for readability — these are real calls, not mocked. The thread keeps a few tool calls the model got wrong on the first try and then corrected — it's what a real session looks like.

economico_terminal

MCP Connected

Do a GAAP tie-out of our books and tell me how audit-ready we are. I want to know what an accountant would flag before year-end.

Tie out the statements and surface any misstatements or missing accruals — revenue recognized before it’s earned, unamortized prepaids, incurred-but-unbilled costs, missing depreciation, stale AR with no allowance, COGS-vs-OpEx misclassification. Rank the findings by materiality, and for each give the evidence, the GAAP principle at stake, and the correcting entry you’d recommend.

You are reviewing, not fixing: do not post, void, send, pay, or otherwise change anything on the books — recommend the correcting entries, don’t make them.

If the books are clean, say so and say what you checked.

Economico Called 20 Economico tools
Economico Economico list_chart_of_accounts 116 rows
Economico Economico get_balance_sheet assets, liabilities, equity
Economico Economico get_income_statement revenue, expenses, net income
Economico Economico get_balances 10 rows
Economico Economico list_parties 4 rows
Economico Economico get_invoices 4 rows
Economico Economico get_bills 2 rows
Economico Economico list_contracts 4 rows
Economico Economico list_obligations 6 rows
Economico Economico get_invoices invoice 3a665cda…
Economico Economico get_invoices invoice e5659875…
Economico Economico get_invoices invoice 927f9b85…
Economico Economico get_invoices invoice 5070ea99…
Economico Economico summarize_revenue June 2026 · by currency
Economico Economico list_credits ok
Economico Economico get_journal not found
Economico Economico get_journal not found
Economico Economico get_journal not found
Economico Economico get_journal not found
Economico Economico get_saas_metrics arr, mrr, …

GAAP Audit & Tie-Out Report — Economico

Audit Headline: The books are mathematically consistent and tie out perfectly, but they are not fully audit-ready. We have identified one Material Finding regarding missing period-end expense accruals that overstates Net Income by $6,900.00 (19.5%), along with minor revenue recognition adjustments and significant concentration risk disclosures that must be addressed before year-end.


1. Scope & Materiality

  • Accounting Basis: Accrual Basis (under US GAAP).
  • Reporting Currency: USD (all figures reported below in both major units and minor units/cents).
  • Materiality Threshold: $422.69 (42,269 cents), calculated as 1.0% of Total Assets / Total Revenue. Items above this threshold are treated as Material; items below are treated as Minor/Clerical.
  • Current Ledger Date: June 29, 2026 (based on invoice creation timestamps).

2. Foundational Integrity & Statement Tie-Out

The general ledger passes all baseline arithmetic and structure tests within the USD ledger:

  • The Accounting Equation Ties: Assets = Liabilities + Equity → 4,226,900 cents = 690,000 cents + 3,536,900 cents → $42,269.00 = $6,900.00 + $35,369.00 (PASS)
  • Net Income Roll-Forward Ties: Revenue − Expenses = Net Income → 4,226,900 cents − 690,000 cents = 3,536,900 cents → $42,269.00 − $6,900.00 = $35,369.00 (PASS)
  • Retained Earnings Integration Ties: Net Income of $35,369.00 (3,536,900 cents) flows perfectly into Retained Earnings (Account 3200) on the Balance Sheet.
  • Sign and Contra Checks: All balances sit in their normal debit/credit postures. Contra accounts (e.g., 1130 Allowance, 1220 Accumulated Depreciation) are at zero, which is appropriate given that there are currently no capitalized physical/intangible assets on the books and all Accounts Receivable are current.

3. Ranked Audit Findings

Finding 1: Missing June Accruals for Incurred-But-Unbilled Hosting & AI Costs

  • Severity: Material (Overstates Net Income by 19.5%; well above materiality).
  • GAAP Principle: Matching Principle / Completeness (ASC 340 / ASC 220). Expenses must be recognized in the period they are incurred, regardless of when the vendor bill is received.
  • Evidence:
    • Vendor bills for AWS (e5659875-98f8-47c1-90ca-19adffa18c71) of $4,800.00 (480,000 cents) and OpenAI (3a665cda-c64e-4fae-86cd-09245df29296) of $2,100.00 (210,000 cents) have due dates of June 15, 2026. Because vendor billing runs in arrears, a mid-June due date indicates these represent May 2026 usage.
    • As of June 29, 2026, no expenses or accruals have been recorded for June 2026 usage, despite active, recurring vendor obligations for AWS (7b739a28...) and OpenAI (8e70ba5c...).
  • Financial Impact:
    • Hosting and Infrastructure (5300) is understated by $4,800.00.
    • AI and LLM Inference Costs (5400) is understated by $2,100.00.
    • Accrued Expenses (2120) is understated by $6,900.00 (690,000 cents).
    • Net Income is overstated by $6,900.00 (adjusted Net Income should be $28,469.00 instead of $35,369.00).
  • Recommended Correcting Journal Entry:
    • Dr 5300 Hosting and Infrastructure — 480,000 cents ($4,800.00)
    • Dr 5400 AI and LLM Inference Costs — 210,000 cents ($2,100.00)
    • Cr 2120 Accrued Expenses — 690,000 cents ($6,900.00) (To be posted via the expense-tracking skill or raw journal tool).

Finding 2: Unearned Subscription Revenue Recognized Entirely in June

  • Severity: Minor (Immaterial; impact of $18.37 is below the $422.69 threshold).
  • GAAP Principle: Revenue Recognition (ASC 606). Revenue from monthly SaaS subscriptions must be recognized ratably over the performance period as control of the service is transferred over time.
  • Evidence:
    • Invoice 5070ea99-6ce9-4217-b678-0adfb704829c (Oak & Co) contains a line “June Starter plan” for $19.00 (1,900 cents), issued on June 29, 2026.
    • If this subscription runs from June 29 to July 28, only 1 day of the service ($0.63) has been earned in June.
  • Financial Impact:
    • Subscription Revenue (4110) is technically overstated by $18.37 (1,837 cents).
    • Unearned Revenue (2150) is understated by $18.37.
  • Recommended Correcting Journal Entry (if precision is desired at close):
    • Dr 4110 Subscription Revenue — 1,837 cents ($18.37)
    • Cr 2150 Unearned Revenue — 1,837 cents ($18.37) (To be posted via the invoicing or raw journal tool).

Finding 3: Significant Customer Concentration Risk

  • Severity: Observation / Disclosure Note (No current misstatement, but an auditor-flagged disclosure requirement).
  • GAAP Principle: Concentration Risk / Full Disclosure (ASC 275). Entities must disclose significant concentrations in the volume of business handled with a particular counterparty if it is reasonably possible that the concentration makes the entity vulnerable to a near-term severe impact.
  • Evidence:
    • Kinoko Bank (627ba977-c79c-4941-b4c7-06babd12416e) has an outstanding invoice of $42,000.00 (4,200,000 cents), which represents 99.36% of total revenue and 99.36% of total Accounts Receivable.
  • Financial Impact: No direct adjustments to ledger balances are required.
  • Recommended Action: Draft a formal footnote disclosure for the financial statements:

    “As of June 30, 2026, a single customer accounted for 99.4% of the Company’s Accounts Receivable and 99.4% of its revenue for the period then ended. The loss of this customer would have a material adverse effect on the Company’s financial position.”


Finding 4: Internal Controls — Zero Cash Activity

  • Severity: Observation (No misstatement, but highlights an operational control gap).
  • GAAP Principle: Internal Control over Financial Reporting (ICFR).
  • Evidence:
    • The balance of Cash and Cash Equivalents (1110) is $0.00.
    • All customer invoices ($42,269.00) are unpaid (status: sent in AR), and all vendor bills ($6,900.00) are unpaid (status: sent in AP).
  • Financial Impact: None.
  • Recommended Action: Once banking/wallets are linked, ensure bank reconciliation protocols are set up immediately. Do not allow manual journal adjustments to Cash (1110) without matching bank feed support.

4. Period-End Estimates Outstanding Close Checklist

Below is the close-checklist status of accrual adjustments that must be made before formalizing your year-end/period-end books:

Estimate CategoryAccount CodeRequired?Status / Action Needed
Accrued Vendor Expenses2120YESMISSING. Accrue $6,900.00 in June AWS and OpenAI costs (see Finding 1).
Deferred Revenue (SaaS)2150YESMISSING. Defer $18.37 of the pre-billed June Starter Plan (see Finding 2).
Prepaid Amortization1150NoNo active prepaid contracts identified.
Depreciation & Amortization1220 / 1240NoNo physical PP&E (1210) or Intangibles (1230) currently capitalized.
Bad Debt Allowance (CECL)1130NoBoth customer invoices are current (0 days past due). No general reserve is material enough to require booking at this stage.

5. Reproducibility & Disclaimer

  • Read-Only Audit: This review was performed utilizing read-only data pulls. No journals have been posted, modified, or voided during this review.
  • Audit Tools Utilized:
    • list_chart_of_accounts
    • get_balance_sheet
    • get_income_statement
    • get_balances
    • get_invoices (with & without IDs)
    • get_bills
    • list_contracts
    • list_obligations
    • get_saas_metrics
    • summarize_revenue
  • Standard Disclaimer: This report is a financial books review for internal management compliance purposes and does not constitute a formal, third-party audit opinion or attestation engagement under AICPA (SSARS) or PCAOB standards.

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