Accounting work · Blueprint 04

Manage technical accounting as a team system.

Technical accounting is not a memo produced after a transaction closes. It is a repeatable operating process for identifying issues early, reaching supportable conclusions, implementing them correctly, and monitoring what changes.

Examples of recurring technical accounting work.

Technical accounting covers far more than these six standards. These examples show how recurring workloads can be redesigned with AI while qualified professionals retain the accounting conclusion.

ASC 606

Revenue from contracts with customers

Contract identification, performance obligations, transaction price, allocation, timing, variable consideration, modifications, principal-agent, and disclosures.

AI-native process

AI extracts contract terms, compares them with approved positions, identifies unusual clauses, drafts the five-step analysis with citations, and monitors contract changes. Revenue Accounting validates the facts, judgments, SSP conclusions, and final memo.

OwnerRevenue Accounting

PartnersSales, Legal, Billing, FP&A

TriggerNew product, nonstandard term, contract modification

Core evidenceContract, analysis, approvals, schedule, reconciliation

ASC 842

Leases

Lease identification, embedded leases, classification, lease term, discount rate, modifications, impairment, allocation, and disclosures.

AI-native process

AI screens contracts for explicit and embedded leases, extracts payment terms and options, populates the lease inventory, and flags modifications. Corporate Accounting approves classification, lease term, discount rate, impairment, and schedule changes.

OwnerCorporate Accounting

PartnersProcurement, Legal, Facilities, Treasury

TriggerNew contract, renewal, expansion, termination

Core evidenceAgreement, classification, rate, schedule, journal

ASC 718

Stock compensation

Grant-date fair value, award classification, vesting, forfeitures, modifications, performance conditions, liability awards, tax effects, and disclosures.

AI-native process

AI reconciles approved grants to the cap table, extracts award terms, identifies modifications and unusual conditions, updates rollforwards, and tests expense movements. The equity-accounting owner approves classification, valuation inputs, modifications, and conclusions.

OwnerTechnical Accounting / Equity

PartnersHR, Legal, Tax, Payroll, Valuation

TriggerGrant, modification, termination, liquidity event

Core evidenceApproval, award terms, valuation, schedule, rollforward

ASC 740

Income taxes

Current and deferred tax, valuation allowances, uncertain tax positions, jurisdictional rates, outside basis differences, intraperiod allocation, and disclosures.

AI-native process

AI maps book-tax differences, compares jurisdictional packages, rolls deferred balances, drafts ETR explanations, and flags rate or law changes for review. Tax professionals own valuation allowances, uncertain positions, forecasts, elections, and provision approval.

OwnerTax

PartnersController, FP&A, Legal, Regional Finance

TriggerNew jurisdiction, loss trend, law change, restructuring

Core evidenceProvision model, returns, forecasts, memo, ETR bridge

ASC 470

Debt

Debt classification, covenant compliance, issuance costs, modifications and extinguishments, troubled restructurings, current maturities, and disclosures.

AI-native process

AI abstracts debt terms and covenants, maintains the compliance calendar, recalculates effective interest, compares amendments, and drafts modification-versus-extinguishment analysis. Treasury and Technical Accounting approve legal facts, classification, and final treatment.

OwnerTreasury / Technical Accounting

PartnersLegal, FP&A, CFO, Lenders

TriggerFinancing, amendment, waiver, covenant risk

Core evidenceAgreement, calculation, compliance, memo, confirmation

ASC 830

Foreign currency matters

Functional currency, transaction remeasurement, translation, CTA, highly inflationary economies, intercompany balances, and disposal of foreign entities.

AI-native process

AI assembles functional-currency indicators, validates approved rates, classifies monetary accounts, runs remeasurement and translation checks, and explains CTA movements. Global Accounting approves functional currency, intercompany designation, exceptions, and consolidation treatment.

OwnerGlobal Accounting

PartnersTreasury, Tax, Regional Finance, FP&A

TriggerNew entity, changed operations, funding, acquisition

Core evidenceCurrency memo, rates, remeasurement, CTA, review

The AI-native technical-accounting workflow

1 · Detect the trigger

AI monitors contracts, board approvals, financing documents, legal notices, system changes, and team intake for events that may require accounting analysis.

AI prepares · Owner confirms scope

2 · Build the fact pattern

AI extracts terms, dates, amounts, rights, obligations, modifications, counterparties, and missing information into a structured fact sheet with source citations.

AI extracts · Business validates facts

3 · Map the guidance

AI identifies potentially relevant codification topics, approved company policies, analogous memos, alternatives, and open research questions.

AI researches · Accountant verifies authority

4 · Draft the analysis

AI prepares a first draft linking facts to guidance, compares alternatives, performs calculations, and identifies assumptions, judgments, and disclosure consequences.

AI drafts · No autonomous conclusion

5 · Conclude and approve

A qualified accountant challenges the facts, research, alternatives, materiality, and calculations; resolves judgment; consults specialists; and approves the position.

Human judgment and accountability

6 · Implement and monitor

The team converts the conclusion into system rules, schedules, journals, controls, disclosures, and recurring monitoring. AI tests ongoing transactions and flags changes for reassessment.

Human implementation · AI continuous monitoring

How to manage the work across the team.

A strong policy library is necessary, but ownership and operating cadence determine whether policies reach the ledger.

Standards ownership matrix

Name a primary owner and backup for each topic; identify business partners, review authority, systems, controls, and disclosures.

Transaction intake

Use a short intake form for facts, value, timing, counterparties, contracts, proposed treatment, and reporting deadlines.

Issue tracker

Track open questions, materiality, decision date, dependencies, external consultation, implementation, and disclosure status.

Position library

Maintain approved policies and memos with effective dates, superseded versions, citations, fact patterns, and linked controls.

Quarterly committee

Review new transactions, policy elections, estimate changes, standard setting, audit items, and disclosure consequences.

Implementation QA

Confirm that the approved conclusion agrees with the contract, system configuration, schedules, journal entries, and financial statements.