M&A · Exit Readiness & Vendor Due Diligence

Quality of Earnings before the Buyer Arrives: Rebuilding EBITDA from Source Evidence

A controlled architecture for maintainable earnings, cash conversion and buyer confidence.

Quality of Earnings before the Buyer Arrives: Rebuilding EBITDA from Source Evidence
Quick answer

Rebuild reported and adjusted EBITDA from controlled source evidence, then test revenue quality, cost sustainability, cash conversion and buyer challenge.

Abstract

Buyers rarely retrade because an EBITDA headline lacks confidence alone. Retrades emerge when the number cannot be reconstructed from source evidence, definitions change between periods, revenue quality deteriorates under testing, adjustments lack recurrence or cash analysis, or reported earnings do not convert into sustainable cash. This paper develops a pre-buyer quality-of-earnings architecture for management teams preparing a sale.

It begins with a controlled reporting perimeter and freezes the relevant ledger, billing, payroll, CRM, bank and operational sources. Data lineage traces material lines and adjustments from source transactions through statutory accounts, consolidation and management reporting. Reported EBITDA remains separate from adjusted, pro forma, run-rate, forecast, synergy and buyer-specific cases. Each adjustment records its category, rationale, accounting basis, recurrence, cash effect, evidence, owner and approval.

Non-recurring items are tested by frequency, operating relationship, replacement cost and likelihood of repetition. Run-rate changes require implementation and realised evidence. Owner and related-party items are benchmarked to arm's-length economics. Revenue analysis tests contracts, performance obligations, delivery, acceptance, billing, deferred revenue, cut-off, principal-agent presentation, variable consideration, concentration, retention, backlog and channel economics.

Cost analysis reconciles materials, labour, hosting, fulfilment, payroll, suppliers, occupancy, leases, capitalised costs, provisions and estimates. Working capital and capital expenditure connect EBITDA to cash and operating capacity. Foreign-exchange, tax, financing and pension effects remain distinctly classified. Monthly, customer and cohort analytics expose seasonality, mix and volatility. Balance-sheet roll-forwards, ageing and bank settlement corroborate income-statement assertions.

The resulting quality-of-earnings bridge moves from controlled reported results through evidence-backed adjustments to a sustainable earnings range. Downside tests stress price, volume, mix, churn, utilisation, labour, input cost, credit and seasonality. Valuation analysis translates evidence into maintainable earnings, multiple confidence, debt-like items, working-capital assumptions, structure and protections. Vendor due diligence is scoped around independence, access, procedures, findings and updates.

A disclosure register keeps definitions, sources and periods consistent across the data room, management presentation and buyer responses. A challenge log records evidence, concessions, unresolved issues and transaction consequences through signing. Five figures, five tables, eight frequently asked questions and twenty-six primary or authoritative sources support transaction-specific review. Quantified figures are illustrative evidence indices rather than forecasts.

This framework does not provide an audit opinion, assurance conclusion, accounting determination, valuation, tax position, legal disclosure or buyer reliance and does not replace authorised accounting, audit, tax, valuation, legal, commercial, operational or transaction advice.

JEL Classification: G34, M41, M42, G32, D82

Keywords: quality of earnings, EBITDA, vendor due diligence, source evidence, earnings adjustments, M&A

This Matchpoint Insight presents the web edition of Matchpoint Partners' research. The supporting paper contains the full framework, structures, worked examples and source material.

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1. Define the earnings question

State which historical and forward earnings measure the transaction requires and why.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is an earnings-analysis charter.

The principal failure occurs when one adjusted EBITDA number can answer every buyer question. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for define the earnings question should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

2. Set the reporting perimeter

Map entities, products, sites, geographies, channels, discontinued activities and carve-out boundaries.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a controlled reporting perimeter.

The principal failure occurs when the legal group equals the sale perimeter. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for set the reporting perimeter should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

3. Freeze source systems

Identify ledgers, subledgers, consolidation, billing, payroll, CRM, bank and operational systems.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a source-system register.

The principal failure occurs when the latest management workbook is sufficient source evidence. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for freeze source systems should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

4. Build the data lineage

Trace every material line and adjustment from source transaction to reported and adjusted output.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a transaction-to-earnings map.

The principal failure occurs when spreadsheet formulas provide an auditable lineage. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for build the data lineage should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

5. Reconcile statutory accounts

Bridge audited or filed financial statements to ledgers, consolidation and management reporting.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a statutory reconciliation.

The principal failure occurs when matching annual profit proves detailed reconciliation. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for reconcile statutory accounts should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

6. Reconcile management reporting

Explain mapping, allocation, eliminations, reclasses, currency and period differences.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a management-reporting bridge.

The principal failure occurs when management accounts are automatically transaction-ready. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for reconcile management reporting should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

7. Create the reported baseline

Present revenue, gross profit, operating costs, EBITDA, EBIT and cash using a consistent policy.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a controlled reported baseline.

The principal failure occurs when reported EBITDA is stable across periods and systems. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for create the reported baseline should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

8. Define adjustment governance

Require category, rationale, evidence, accounting treatment, recurrence, cash effect, owner and approval.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is an adjustment policy.

The principal failure occurs when management judgement alone supports an adjustment. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for define adjustment governance should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

Table 1. Adjustment control

FieldRequired evidenceDecision
classificationaccounting and factseligible
recurrencefrequency and causenormalise
cash effectpayments and timingvaluation impact
ownernamed approvalcontrolled

Illustrative analytical design; company-specific evidence and professional advice govern.

Figure 1. Adjustment evidence strength
Figure 1. Adjustment evidence strength

Values are illustrative evidence indices and require company-specific support.

9. Test non-recurring items

Assess frequency, cause, operating relationship, replacement cost and likelihood of repetition.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a recurrence assessment.

The principal failure occurs when an item is exceptional because management labels it so. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test non-recurring items should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

10. Test run-rate adjustments

Verify implementation date, capacity, customer behaviour, cost, timing and realised evidence.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a run-rate evidence bridge.

The principal failure occurs when annualising a recent month establishes a sustainable run rate. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test run-rate adjustments should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

11. Test pro forma changes

Separate completed changes from planned actions, synergies and buyer-specific choices.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a pro forma classification map.

The principal failure occurs when announced initiatives belong in historical adjusted EBITDA. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test pro forma changes should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

12. Test owner and related-party items

Benchmark compensation, rent, services, financing and transactions to arm's-length economics.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a related-party normalisation.

The principal failure occurs when all owner-related costs disappear after a sale. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test owner and related-party items should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

13. Test revenue recognition

Reconcile contracts, performance obligations, delivery, acceptance, billing, deferred revenue and cash.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a revenue-recognition test.

The principal failure occurs when invoices and bookings establish earned revenue. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test revenue recognition should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

14. Test cut-off

Trace transactions around period ends through delivery, acceptance, returns, credits and cash.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a cut-off exception log.

The principal failure occurs when a closed ledger ensures correct period attribution. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test cut-off should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

15. Test gross versus net

Assess principal-agent terms, control, inventory risk, pricing discretion and customer promise.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a gross-net position paper.

The principal failure occurs when gross billings always represent revenue. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test gross versus net should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

16. Test variable consideration

Evaluate rebates, refunds, service credits, penalties, returns and constraint assumptions.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a variable-consideration model.

The principal failure occurs when historical averages remove estimate risk. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test variable consideration should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

Table 2. Revenue evidence

RiskTestCorroboration
cut-offdelivery and acceptancecredits and cash
gross-netprincipal-agent termsmargin and settlement
variable considerationconstraint and historysubsequent outcome
concentrationcustomer cohortsrenewal and credit

Illustrative analytical design; company-specific evidence and professional advice govern.

Figure 2. Revenue quality
Figure 2. Revenue quality

Values are illustrative evidence indices and require company-specific support.

17. Test customer concentration

Connect revenue and margin to customers, contracts, cohorts, retention, renewals and credit.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a concentration and retention map.

The principal failure occurs when aggregate revenue growth proves earnings durability. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test customer concentration should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

18. Test backlog and pipeline

Separate contracted backlog, optional orders, qualified pipeline and management aspirations.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a demand-evidence bridge.

The principal failure occurs when all pipeline converts at the stated probability. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test backlog and pipeline should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

19. Test channel economics

Measure direct, reseller, marketplace, referral and distributor economics on a consistent basis.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a channel profitability map.

The principal failure occurs when channel revenue has comparable margin and cash behaviour. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test channel economics should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

20. Test recurring revenue

Classify contractual, repeat, usage, project and transactional revenue by renewal mechanics.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a recurring-revenue taxonomy.

The principal failure occurs when repeat purchases are recurring revenue. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test recurring revenue should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

21. Test cost of sales

Reconcile materials, labour, hosting, fulfilment, commissions, warranty and allocation.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a cost-of-sales bridge.

The principal failure occurs when gross margin definitions remain consistent across systems. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test cost of sales should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

22. Test operating expenses

Map functions, headcount, suppliers, allocations, capitalisation and timing.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is an operating-cost analysis.

The principal failure occurs when expense reductions have no revenue or control consequences. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test operating expenses should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

23. Test payroll and headcount

Reconcile employees, contractors, payroll, bonuses, vacancies, commissions and restructuring.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a people-cost bridge.

The principal failure occurs when month-end headcount explains the period cost base. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test payroll and headcount should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

24. Test capitalised costs

Assess eligibility, useful life, impairment, maintenance and cash implications.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a capitalisation quality review.

The principal failure occurs when capitalisation only changes timing and not earnings quality. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test capitalised costs should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

Table 3. Cost-quality test

AreaQuestionOutput
payrollcomplete and sustainablepeople bridge
capitalisationeligible and recoverablequality adjustment
occupancystandalone run ratenormalisation
estimatesbias and sensitivityrisk range

Illustrative analytical design; company-specific evidence and professional advice govern.

Figure 3. Cost quality
Figure 3. Cost quality

Values are illustrative evidence indices and require company-specific support.

25. Test leases and occupancy

Map rent, service charges, incentives, accounting, utilisation and future commitments.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is an occupancy normalisation.

The principal failure occurs when reported occupancy cost is the sustainable run rate. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test leases and occupancy should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

26. Test provisions and estimates

Challenge warranties, credit losses, inventory, returns, litigation, bonuses and other judgemental balances.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is an estimate sensitivity register.

The principal failure occurs when audited estimates contain no transaction uncertainty. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test provisions and estimates should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

27. Test working-capital linkage

Connect revenue and EBITDA changes to receivables, inventory, payables, deferred revenue and accruals.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is an earnings-to-working-capital bridge.

The principal failure occurs when higher EBITDA necessarily creates cash. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test working-capital linkage should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

28. Test capital expenditure linkage

Separate maintenance, growth, compliance, capitalised development and capacity needs.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is an EBITDA-to-capex bridge.

The principal failure occurs when EBITDA is comparable without capital intensity. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test capital expenditure linkage should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

29. Test tax and financing separation

Distinguish operating earnings from tax, interest, leases, pensions and financing-related costs.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is an earnings-to-equity bridge.

The principal failure occurs when below-EBITDA items never affect enterprise value. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test tax and financing separation should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

30. Test foreign exchange

Separate transaction, translation, hedging, pricing and constant-currency effects.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a currency-effects bridge.

The principal failure occurs when reported growth and margin show underlying performance. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for test foreign exchange should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

31. Build monthly and cohort analytics

Expose seasonality, mix, volatility, customer behaviour and adjustment timing.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a monthly cohort model.

The principal failure occurs when annual totals reveal sustainable earnings. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for build monthly and cohort analytics should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

32. Run balance-sheet corroboration

Use assets, liabilities, cash, ageing and roll-forwards to test income-statement assertions.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a balance-sheet cross-check.

The principal failure occurs when income-statement reconciliation is self-corroborating. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for run balance-sheet corroboration should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

Table 4. Earnings corroboration

LensEvidenceFailure signal
balance sheetroll-forwardsunexplained balances
cashbank and settlementweak conversion
working capitalageing and termstiming pull-forward
cohortretention and marginmix deterioration

Illustrative analytical design; company-specific evidence and professional advice govern.

Figure 4. Corroboration coverage
Figure 4. Corroboration coverage

Values are illustrative evidence indices and require company-specific support.

33. Run cash corroboration

Trace revenue and expenses through bank receipts, payments, settlements and timing differences.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a cash corroboration pack.

The principal failure occurs when cash conversion can be inferred from EBITDA. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for run cash corroboration should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

34. Build the quality-of-earnings bridge

Move from reported EBITDA through evidenced adjustments to a clearly labelled outcome.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a source-controlled QoE bridge.

The principal failure occurs when a long adjustment list demonstrates analytical depth. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for build the quality-of-earnings bridge should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

35. Separate fact from forecast

Label historical, pro forma, run-rate, forecast, synergy and buyer-case information distinctly.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is an information-basis legend.

The principal failure occurs when one presentation can blend categories if assumptions are disclosed. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for separate fact from forecast should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

36. Stress sustainability

Test price, volume, mix, churn, utilisation, labour, input cost, credit and seasonality.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a sustainable-earnings range.

The principal failure occurs when the latest run rate survives plausible downside cases. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for stress sustainability should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

37. Connect QoE to valuation

Translate evidence into maintainable earnings, multiple selection, debt-like items and cash conversion.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a valuation consequence map.

The principal failure occurs when every accepted adjustment increases price one-for-one. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for connect qoe to valuation should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

38. Prepare vendor due diligence

Define scope, independence, access, materiality, procedures, findings and update protocol.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a VDD workplan.

The principal failure occurs when a vendor report removes buyer verification needs. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for prepare vendor due diligence should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

39. Control disclosure and updates

Maintain source, version, period, definition, approval and consistency across the data room and presentations.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is an earnings disclosure register.

The principal failure occurs when a disclaimer cures inconsistent earnings claims. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for control disclosure and updates should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

40. Govern buyer challenge

Log questions, evidence, concessions, unresolved issues, price implications and protections through signing.

The controlled record should identify the relevant customer, revenue stream, contract, cohort, relationship owner, commercial dependency, evidence source, baseline, trend, scenario, control, exception, accountable executive, deadline and approval. The immediate deliverable is a buyer-challenge decision log.

The principal failure occurs when defending the headline number is the objective of QoE. Reviewers should connect the evidence to revenue durability, gross margin, cash conversion, renewal probability, switching behaviour, counterparty credit and transaction value; distinguish contractual protection from observed customer behaviour; and test whether the conclusion survives a downside scenario.

The decision pack for govern buyer challenge should state the commercial question, measurement perimeter, historical evidence, customer-specific facts, forecast logic, sensitivity, management action, buyer implication, residual uncertainty and next gate. Material exceptions should flow into the valuation model, quality-of-earnings work, diligence room, sale-process narrative, transaction protections and board reporting.

Table 5. Buyer-ready QoE certificate

GateRequired proofTransaction use
reportedledger reconciliationbaseline
adjustedsource evidencemaintainable range
cashworking capital and capexconversion
controlversion and response logbuyer reliance

Illustrative analytical design; company-specific evidence and professional advice govern.

Figure 5. Sustainable earnings confidence
Figure 5. Sustainable earnings confidence

Values are illustrative evidence indices and require company-specific support.

References

  1. US Securities and Exchange Commission, Non-GAAP Financial Measures Compliance and Disclosure Interpretations, https://www.sec.gov/rules-regulations/staff-guidance/corporation-finance-interpretations/non-gaap-financial-measures
  2. US Securities and Exchange Commission, Regulation G, https://www.ecfr.gov/current/title-17/chapter-II/part-244
  3. US Securities and Exchange Commission, Regulation S-K Item 10, https://www.ecfr.gov/current/title-17/chapter-II/part-229/section-229.10
  4. US Securities and Exchange Commission, Regulation S-X, https://www.ecfr.gov/current/title-17/chapter-II/part-210
  5. IFRS Foundation, IFRS 18 Presentation and Disclosure in Financial Statements, https://www.ifrs.org/issued-standards/list-of-standards/ifrs-18-presentation-and-disclosure-in-financial-statements/
  6. IFRS Foundation, IFRS 15 Revenue from Contracts with Customers, https://www.ifrs.org/issued-standards/list-of-standards/ifrs-15-revenue-from-contracts-with-customers/
  7. IFRS Foundation, IAS 2 Inventories, https://www.ifrs.org/issued-standards/list-of-standards/ias-2-inventories/
  8. IFRS Foundation, IAS 7 Statement of Cash Flows, https://www.ifrs.org/issued-standards/list-of-standards/ias-7-statement-of-cash-flows/
  9. IFRS Foundation, IAS 8 Accounting Policies, Changes in Accounting Estimates and Errors, https://www.ifrs.org/issued-standards/list-of-standards/ias-8-accounting-policies-changes-in-accounting-estimates-and-errors/
  10. IFRS Foundation, IAS 21 The Effects of Changes in Foreign Exchange Rates, https://www.ifrs.org/issued-standards/list-of-standards/ias-21-the-effects-of-changes-in-foreign-exchange-rates/
  11. IFRS Foundation, IAS 36 Impairment of Assets, https://www.ifrs.org/issued-standards/list-of-standards/ias-36-impairment-of-assets/
  12. IFRS Foundation, IFRS 16 Leases, https://www.ifrs.org/issued-standards/list-of-standards/ifrs-16-leases/
  13. IFRS Foundation, IFRS 9 Financial Instruments, https://www.ifrs.org/issued-standards/list-of-standards/ifrs-9-financial-instruments/
  14. PCAOB, AS 1105 Audit Evidence, https://pcaobus.org/oversight/standards/auditing-standards/details/AS1105
  15. PCAOB, AS 2301 Responses to Risks of Material Misstatement, https://pcaobus.org/oversight/standards/auditing-standards/details/AS2301
  16. PCAOB, AS 2501 Auditing Accounting Estimates, https://pcaobus.org/oversight/standards/auditing-standards/details/AS2501
  17. PCAOB, AS 2810 Evaluating Audit Results, https://pcaobus.org/oversight/standards/auditing-standards/details/AS2810
  18. International Auditing and Assurance Standards Board, ISA 540 Revised, https://www.iaasb.org/publications/isa-540-revised-auditing-accounting-estimates-and-related-disclosures
  19. International Auditing and Assurance Standards Board, International Standards on Auditing, https://www.iaasb.org/publications/2023-2024-handbook-international-quality-management-auditing-review-other-assurance-and-related-services
  20. AICPA, Valuation and Forensic Services, https://www.aicpa-cima.com/resources/landing/valuation-services
  21. International Valuation Standards Council, International Valuation Standards, https://ivsc.org/standards/
  22. COSO, Internal Control Integrated Framework, https://www.coso.org/internal-control
  23. International Organization for Standardization, ISO 31000 Risk Management, https://www.iso.org/iso-31000-risk-management.html
  24. International Organization for Standardization, ISO 9001 Quality Management, https://www.iso.org/iso-9001-quality-management.html
  25. International Organization for Standardization, ISO/IEC 27001 Information Security, https://www.iso.org/isoiec-27001-information-security.html
  26. OECD, Guidelines for Multinational Enterprises on Responsible Business Conduct, https://mneguidelines.oecd.org/mneguidelines/
Questions, answered

Quality of Earnings before the Buyer Arrives: frequently asked questions

It is a source-evidenced assessment of how reported profit was generated, which adjustments are supportable, how sustainable earnings may be and how earnings connect to cash, working capital and capital expenditure.

Early work provides time to reconcile systems, correct inconsistent definitions, remediate evidence gaps, test adjustments and align management before diligence pressure and price negotiations.

A clear category, period, accounting basis, transaction-level evidence, recurrence assessment, cash effect, owner, approval and consistent treatment across comparable periods.

Audited financial statements provide an important baseline. Transaction analysis asks additional questions about perimeter, monthly trends, customers, adjustments, sustainability, standalone economics and cash conversion.

Separate implemented and evidenced savings from planned actions; test timing, realised cost, capacity, service consequences, cash cost and whether the change remains sustainable.

Cut-off, principal-agent presentation, variable consideration, concentration, churn, backlog and credit can change both the amount and durability of earnings.

Evidence may change maintainable earnings, the confidence applied to a multiple, debt-like items, working-capital assumptions, structure and protections; price effects remain transaction-specific.

When it reconciles to controlled records, labels information bases, supports adjustments, links earnings to cash and operating evidence, survives downside testing and is governed through updates and buyer questions.

This publication is general information for professional audiences. It is not investment, legal or tax advice, and it is not an offer or solicitation. Readers should verify current legal, regulatory and tax requirements with qualified advisers.

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