AIAI CFOAI for finance
Menu
Financial workflows

63 finance workflows for automation

A practical catalogue of CFO office processes: from period-end close and planning to risk management, transformation and M&A. Every card preserves the original numbering, practical description, timing guidance and implementation advice for automation and AI.

63 processes 8 thematic groups Practical implementation guidance

How to use the catalogue

Choose a functional area, expand a workflow and check three things: the problem it solves, when it is needed in the cycle, and the governance requirements to establish before scaling AI.

1–9, 52, 55

Accounting operations, close and reporting

Transaction accounting, close, reconciliations, the general ledger and financial reporting.

1 Period-end close

Practical objective

Tracks close tasks and identifies process bottlenecks.

When to use: At the start of each close cycle.

Implementation guidance: Establish a shared close calendar, task owners and escalation rules. AI should flag delays while preserving a complete audit trail of actions.

2 Balance sheet reconciliations

Practical objective

Identifies reconciliation issues before the financial controller's review.

When to use: After each post-period-end account review.

Implementation guidance: Define reconciliation rules, materiality thresholds and an exception queue. Every automatic match should retain a link to its supporting document.

3 Budget-versus-actual analysis

Practical objective

Clearly explains the drivers of changes in revenue and costs.

When to use: During the first monthly review of close results.

Implementation guidance: First agree the driver tree and consistent variance definitions. AI-generated explanations must be reviewed by the metric owner.

4 Monthly management reporting

Practical objective

Produces regular financial reports with minimal manual work.

When to use: After actuals for the reporting period are approved.

Implementation guidance: Standardise templates, data sources and report approval workflows. Automation should eliminate manual transfers while retaining control over the final version.

5 Cash application

Practical objective

Quickly matches receipts and identifies unallocated transactions.

When to use: After updated daily bank statements arrive.

Implementation guidance: Use deterministic matching rules and confidence thresholds, and route unidentified receipts to a separate queue for manual handling.

6 Core financial statements

Practical objective

Automates preparation and validation of the core financial statements.

When to use: After the general ledger is locked against further changes.

Implementation guidance: Define account mappings, validation checks and statement approvers. AI can help detect anomalies, but should not independently approve financial statements.

7 Bank reconciliation

Practical objective

Identifies unmatched transactions before final reconciliation approval.

When to use: After final bank statements are received.

Implementation guidance: Connect bank data directly, define acceptable differences and require exception approval before completing the reconciliation.

8 Accruals and prepayments

Practical objective

Calculates adjustments consistently and flags unusual variances.

When to use: After reviewing purchase order transactions.

Implementation guidance: Formalise accrual rules by contract, order and recognition period. Unusual amounts and period-boundary transactions should be sent to an accountant for review.

9 General ledger management

Practical objective

Checks general ledger completeness before final approval by the financial controller.

When to use: Before the general ledger is locked against further changes.

Implementation guidance: Start with chart of accounts quality, master data and access rights. Automated entries must pass established controls and remain fully traceable.

52 Supplier invoice processing and payment

Practical objective

Automates invoice matching and identifies payment exceptions.

When to use: During regular payment processing cycles.

Implementation guidance: Set up three-way matching of purchase orders, goods or service receipts and invoices, and route exceptions to owners. Duplicates and changes to bank details require enhanced checks before payment.

55 Payroll calculation and payment

Practical objective

Checks payroll inputs before final payment authorisation.

When to use: During every payroll cycle.

Implementation guidance: Check source data, changes in pay rates and unusual earnings before creating the payment file. Segregation of duties and personal data protection are essential.

10–16

Planning, budgeting and modelling

Budgets, forecasts, scenarios and financial models.

10 Annual budget

Practical objective

Consolidates departmental budgets into a financial plan for management.

When to use: After all budget submissions have been received.

Implementation guidance: Introduce standard budget submission templates, assumption owners and version control. Consolidation must not obscure inconsistent departmental assumptions.

11 Rolling forecast

Practical objective

Regularly updates the forecast using current business drivers.

When to use: During every regular planning cycle.

Implementation guidance: Define the drivers, update frequency and rules for replacing forecasts with actuals. Monitor deterioration in model accuracy between cycles.

12 Scenario and sensitivity analysis

Practical objective

Models business risks and quantifies their financial outcomes.

When to use: When making strategic decisions under uncertainty.

Implementation guidance: Keep scenarios, assumption ranges and results separate from the baseline forecast. AI can suggest combinations, but must not present a scenario as the most likely outcome.

13 Long-range plan (LRP)

Practical objective

Connects budgets with long-term strategic financial targets.

When to use: After the annual budget is approved.

Implementation guidance: Link strategic initiatives to measurable financial drivers and accountable owners. Preserve original assumptions and the plan version with every update.

14 13-week cash flow forecast

Practical objective

Tracks short-term liquidity and forecast cash availability.

When to use: Weekly, after cash flow data is updated.

Implementation guidance: Keep balances, payment schedules and receivables statuses updated daily. Assign an action owner for every liquidity shortfall.

15 Integrated three-statement model

Practical objective

Ensures that financial statements are linked and internally consistent.

When to use: During planning or financial model development.

Implementation guidance: Use common modelling standards, automatic balance checks and version control. Formula changes and key assumptions require independent review.

16 Driver-based modelling

Practical objective

Directly links operational drivers to financial results.

When to use: When creating or updating financial models.

Implementation guidance: Create a driver dictionary with formulas, owners and expected causal relationships. Regularly check whether the drivers retain predictive power.

17–23

Commercial and operational performance

Profitability, margins, pricing and business unit performance.

17 Customer profitability analysis

Practical objective

Identifies profitable customers and costly service models.

When to use: When deciding whether to develop or discontinue customer relationships.

Implementation guidance: Agree revenue, direct cost and indirect cost allocation rules before automating calculations. Make customer decisions only after checking source data quality.

18 Gross margin analysis

Practical objective

Explains margin changes in terms of pricing and sales mix.

When to use: During the period-end commercial performance review.

Implementation guidance: Separate price, volume, mix and currency effects using an agreed methodology. AI commentary should refer to calculated drivers rather than assume causes.

19 Cost-to-serve analysis

Practical objective

Accurately estimates customer servicing costs across activities.

When to use: When making commercial and profitability decisions.

Implementation guidance: Define activities and cost drivers for the cost-to-serve model. Start with segments where labour and logistics costs can be reliably linked to customers.

20 Business unit performance reporting

Practical objective

Standardises reporting and commentary on business unit results.

When to use: During regular business unit reporting cycles.

Implementation guidance: Standardise KPIs, reporting frequency and consolidation rules across business units. Automated commentary should distinguish facts from management interpretations.

21 Return on invested capital (ROIC) analysis

Practical objective

Compares returns with the expected cost of capital.

When to use: When monitoring capital allocation performance.

Implementation guidance: Define invested capital and the applicable cost of capital. Compare results on a consistent methodological basis and retain adjustment history.

22 Pricing analysis and strategy

Practical objective

Assesses pricing impacts using financial and market data.

When to use: When reviewing prices or responding to market pressure.

Implementation guidance: Define pricing constraints, authority levels and market data sources. Model recommendations should show the effects on volume, margins and customer retention.

23 Product and SKU profitability analysis

Practical objective

Identifies low-margin products that call for portfolio optimisation.

When to use: When discussing the product portfolio and investment decisions.

Implementation guidance: Check SKU-level data granularity and shared cost allocation rules. Do not automate product discontinuation decisions without examining strategic roles and portfolio relationships.

24–30

Treasury, liquidity and working capital

Cash flows, credit and currency risks, and the debt portfolio.

24 13-week cash flow forecast

Practical objective

Automates liquidity monitoring and short-term cash flow forecasting.

When to use: Weekly, after cash flow assumptions are updated.

Implementation guidance: Combine bank balances, payment schedules and expected receipts in one daily model. Monitor the quality and freshness of each source separately.

25 Liquidity stress testing

Practical objective

Tests liquidity resilience under adverse business conditions.

When to use: Weekly for stress testing and monthly for review.

Implementation guidance: Agree stress scenarios, thresholds and predefined responses. Test results should lead to a concrete action plan, not just a report.

26 Accounts receivable and credit risk management

Practical objective

Prioritises collections based on customer risk.

When to use: Weekly, to monitor high-risk accounts.

Implementation guidance: Use transparent risk scoring and explain prioritisation. Automation should help collections staff choose actions while complying with credit policy and communication requirements.

27 Working capital financing

Practical objective

Compares financing options by cost and liquidity impact.

When to use: When optimising liquidity and considering funding sources.

Implementation guidance: Compare funding sources using total cost, covenants and liquidity headroom impact. Record market rates and terms as of the analysis date.

28 Debt portfolio management

Practical objective

Systematically analyses debt burden and financial obligations.

When to use: During quarterly treasury reporting and reviews.

Implementation guidance: Maintain a shared debt register, interest schedules, covenants and refinancing dates. Set up early warnings before contractual limits are reached.

29 Foreign exchange risk identification

Practical objective

Quantifies currency exposure and suggests hedging measures.

When to use: During monthly foreign exchange risk reviews.

Implementation guidance: Consolidate currency exposures and natural hedges by currency and maturity. Recommendations must comply with approved treasury policy and limits.

30 Credit rating management

Practical objective

Prepares rating assessment materials based on financial stress testing.

When to use: Before rating reviews or significant events.

Implementation guidance: Document the rating agency's methodology, source metrics and scenario versions. Materials should reconcile with the debt model and public reporting.

31–39

Management reporting and communications

The board, executive committee, investors and audit committee.

31 Board and executive committee packs

Practical objective

Turns financial results into clear board materials for leadership.

When to use: After the monthly financial close is complete.

Implementation guidance: Build the pack from a single set of validated metrics. AI can produce a first narrative draft, but management approves conclusions and emphasis.

32 Financial reporting to the board

Practical objective

Summarises company performance and the business outlook.

When to use: During monthly and quarterly board reporting.

Implementation guidance: Distinguish actual results, forecasts and management estimates. Every figure in board materials should have an owner and a verifiable source.

33 Financial reporting to the board

Practical objective

Connects financial performance with broader strategic priorities.

When to use: During monthly and quarterly board reporting.

Implementation guidance: Link financial metrics to strategic priorities and agreed decisions. Automation should show progress and variances rather than repeat a standard report.

34 Business performance reviews

Practical objective

Structures performance discussions and develops specific recommendations.

When to use: Before scheduled performance reviews with the CEO.

Implementation guidance: Record the agenda, decisions, action owners and follow-up dates. Analytics should support discussion of causes and decisions, rather than merely describe variances.

35 Financial support for the executive committee

Practical objective

Identifies emerging business risks and opportunities early.

When to use: During regular executive committee finance sessions.

Implementation guidance: Set thresholds for emerging risks and opportunities and assign response owners. AI signals should be explainable and compared with the current forecast.

36 Earnings call preparation

Practical objective

Prepares management scripts and likely investor questions.

When to use: Forty-eight hours before a scheduled earnings call.

Implementation guidance: Reconcile the script, financial metrics and guidance with approved sources. Finance, investor relations and legal should perform the final review.

37 Annual report and financial statements

Practical objective

Keeps the financial narrative consistent across reporting sections.

When to use: After final financial statements are approved.

Implementation guidance: Use automated checks for consistency of figures, terminology and narratives across sections. All disclosures and professional judgements require formal approval.

38 Audit committee briefings

Practical objective

Summarises key professional judgements for effective audit oversight.

When to use: Before scheduled audit committee meetings.

Implementation guidance: Collect key judgements together with evidence, alternatives and management's position. AI can structure the materials, but does not replace the committee's accountability.

39 Investor and analyst reporting

Practical objective

Keeps investor communications and financial forecasts consistent.

When to use: During results announcements and investor meetings.

Implementation guidance: Align investor messages with forecasts, guidance and disclosure rules. Automated drafts require review by investor relations, finance and legal.

40–47

Controls, compliance, tax and risk

Control procedures, SOX, tax, audit and fraud risk.

40 Control documentation

Practical objective

Organises control procedures for compliance and audit readiness.

When to use: When processes change or SOX procedures are updated.

Implementation guidance: Maintain a shared control library with owners, frequency, evidence and change history. Process changes should automatically trigger a review of related controls.

41 SOX Section 302 and 404 certification

Practical objective

Provides management with audit-ready supporting evidence for certification.

When to use: During annual SOX certification and sign-off.

Implementation guidance: Link each management assertion to control evidence and a responsible signatory. Restrict access and retain an immutable sign-off history.

42 Control testing

Practical objective

Documents test results for compliance reviews and audits.

When to use: During scheduled SOX testing.

Implementation guidance: Standardise sampling, test procedures and evidence requirements. Identified deficiencies should automatically enter a corrective action plan with an owner and deadline.

43 Technical memos and accounting position papers

Practical objective

Documents the accounting position and all supporting materials.

When to use: When analysing complex accounting issues or transactions.

Implementation guidance: Require references to applicable standards, source documents and alternatives considered. AI drafts must undergo independent professional review.

44 Income tax provision (ASC 740 / IAS 12)

Practical objective

Calculates tax provisions and produces audit-ready supporting schedules.

When to use: When preparing periodic and annual tax reporting.

Implementation guidance: Automate entity-level data and temporary difference mappings, while leaving complex tax positions for specialists to review. All adjustments must be traceable.

45 Risk monitoring and reporting

Practical objective

Tracks changing risks through structured reports and dashboards.

When to use: During the quarterly risk management reporting cycle.

Implementation guidance: Use a consistent risk taxonomy, metrics and escalation thresholds. The dashboard should show risk changes, data quality and response status.

46 External audit management

Practical objective

Coordinates audit requests and tracks required tasks.

When to use: During external audit fieldwork and review of findings.

Implementation guidance: Maintain a shared register of audit requests, evidence, owners and deadlines. Auditor access must be limited to the agreed document scope.

47 Fraud risk assessment

Practical objective

Identifies fraud risks and recommends stronger internal controls.

When to use: During annual reviews or business expansion planning.

Implementation guidance: Use explainable indicators and protected data sources. A model signal is a reason to investigate, not proof of fraud.

48–51, 53–54

Finance transformation and operating model

AI, change, processes, systems and data governance.

48 AI use case identification

Practical objective

Prioritises AI initiatives by expected impact and effort.

When to use: When planning the AI implementation roadmap.

Implementation guidance: Assess each scenario for impact, feasibility, data readiness and risk. Only initiatives with an owner and a measurable outcome metric should enter the backlog.

49 Change management

Practical objective

Reduces resistance to major changes in finance processes.

When to use: At the start of major process changes.

Implementation guidance: Create a stakeholder map, training plan and adoption metrics. User feedback should regularly inform adjustments to the new process.

50 Finance process re-engineering

Practical objective

Identifies process inefficiencies and removes operational waste.

When to use: During automation or process improvement projects.

Implementation guidance: First measure cycle time, manual handoffs and causes of rework, then redesign the process. Automation should not lock in unnecessary approvals and existing waste.

51 AI governance framework

Practical objective

Establishes rules for responsible and controlled AI use.

When to use: Before scaling AI across finance operations.

Implementation guidance: Maintain an AI system register, risk classification, approval rules and continuous monitoring. Define error and incident response procedures in advance.

53 Data and master data management

Practical objective

Improves data quality through systematic corrective action planning.

When to use: During ERP upgrades or quarterly reviews.

Implementation guidance: Assign reference data owners, validation rules and a master data change workflow. Corrections should be made at the source, not only in the report.

54 Finance systems roadmap

Practical objective

Aligns technology investments with finance transformation priorities.

When to use: During systems planning and strategy discussions.

Implementation guidance: Link initiatives to architectural dependencies, expected impact and total cost of ownership. Review the roadmap when finance priorities change.

56–63

Investment, capital allocation and M&A

Valuation, business cases, investment portfolios and transactions.

56 Financial modelling and valuation

Practical objective

Combines valuation methods in one structured financial model.

When to use: After targets are shortlisted and forecast data is available.

Implementation guidance: Agree modelling standards, assumption sources and automated checks. Valuation should include sensitivities rather than only a single final value.

57 Investment committee memorandum

Practical objective

Summarises investment decisions through structured financial analysis.

When to use: Before the investment committee's final review.

Implementation guidance: Bring decision criteria, the financial model, risks and alternatives into one pack. Sources and changes to the recommendation must be available for committee review.

58 Business case development and approval

Practical objective

Builds an investment rationale with financial and strategic justification.

When to use: Before submitting a project for approval.

Implementation guidance: Assign an owner, baseline metric and delivery timetable to each benefit. Review the business case at checkpoints, not only before initial approval.

59 Quality of earnings (QoE) analysis

Practical objective

Normalises earnings and analyses working capital adjustments.

When to use: During due diligence and financial analysis.

Implementation guidance: Define EBITDA and working capital normalisation rules and link each adjustment to evidence. Clearly distinguish disputed items from verified ones.

60 Capital budget prioritisation

Practical objective

Prioritises capital expenditure using strategic business criteria.

When to use: After all annual budget requests have been received.

Implementation guidance: Use consistent criteria: strategic fit, mandatory requirements, risk, NPV and resource availability. Retain the reasons for changes to each project's priority.

61 Investment portfolio review

Practical objective

Assesses how assets fit the portfolio in terms of returns and strategy.

When to use: During annual capital allocation planning.

Implementation guidance: Compare asset returns, risks and strategic roles using current data. Hold or exit recommendations must account for constraints and portfolio relationships.

62 Deal structuring

Practical objective

Compares transaction structures and their financial implications.

When to use: Before negotiations with the seller begin.

Implementation guidance: Model the tax, legal and accounting implications of each option separately. Relevant specialists should validate the proposed structure before negotiations.

63 Synergy modelling

Practical objective

Quantifies operating savings using detailed bottom-up calculations.

When to use: After quality of earnings analysis and operational due diligence are complete.

Implementation guidance: Separate synergy sources, timing, costs to achieve and accountable owners. Introduce checks against double counting and track delivery after the transaction.