Methodology & Analytical Framework

The analytical question is defined from the perspective of the party whose capital, claim or decision is being assessed. The same company requires a different model when the investor is considering acquisition, initial allocation, follow-on funding, recapitalisation, refinancing, a shareholder buyout, disputed valuation, restructuring, continued holding, recovery or exit.

For an acquisition, the model may focus on enterprise value, incremental capital, ownership, control and exit. For follow-on capital, it must establish whether new money protects existing value, delays failure or transfers value to another shareholder or creditor class. A dispute may require reconstruction of capital introduced, distributions, related-party transfers, dilution and counterfactual value. A cross-border investment requires direct investment and credible holding or funding routes to be tested using the same operating assumptions.

Valuation, ownership percentage, instrument, jurisdiction, leverage and expected return are not accepted as fixed solely because they appear in proposed terms. Where the decision permits, they remain variables.

Analysis does not begin by assuming that the reported financial position is economically complete. Private-company records may be incomplete, unaudited, tax-driven or affected by owner-managed practices. Management accounts may not reconcile with statutory statements; shareholder loans, related-party charges, personal expenditure, guarantees, commitments and maintenance requirements may be recorded inconsistently or not recorded at all.

Financial statements, management accounts, bank and cash records, operational data, contracts, tax records, board and shareholder documents, debt and security documents, ownership records, representations and independent market evidence are reconciled to establish sustainable operating capacity, actual sources and uses of cash, capital introduced and withdrawn, unrecorded economic obligations, related-party effects, maintenance and growth capital requirements, recipients of economic benefit and claims ranking against value.

The objective is not a cleaner set of accounts. It is an economically usable position. A contradiction, missing reconciliation or unsupported relationship is carried into the model and conclusion as a finding, not buried in an assumption.

The operating model is built from the drivers that determine whether the company can generate and preserve cash. Depending on the investment, those drivers include volume, price, mix, capacity, utilisation, yield, customer and supplier concentration, contract terms, input costs, fixed-cost absorption, working-capital cycles, maintenance and growth capital expenditure, operating taxes, currency and regulatory constraints.

Reported EBITDA is not treated as distributable cash. The same model must reconcile reported performance, operational capacity, liquidity, funding requirements, debt service, investor distributions and valuation. It must also determine whether cash exists at the correct entity, in the required currency and at the required date.

Share ownership alone does not determine economic exposure, control or recovery. Ordinary and preferred equity, shareholder loans, convertible instruments, liquidation preferences, anti-dilution and pre-emption rights, distribution waterfalls, capital-call obligations, voting rights, debt, security, guarantees, covenants, related-party claims, structural subordination, refinancing and exit rights are modelled together.

The amount initially invested may not be the total capital at risk. Working-capital deficits, deferred maintenance, growth expenditure, debt maturities, covenant cures, currency shortages, tax liabilities, contingent obligations, shareholder support and restructuring costs can require further funding. Base, downside and recovery cases therefore quantify total capital and how each response changes ownership, priority, control, dilution and return.

Country and sector risks are not separated into a narrative appendix. Each material constraint is linked to the operating, financing, timing or recovery variable through which it affects the investment. Currency depreciation, for example, can increase imported costs and local-currency debt service on hard-currency borrowing, absorb working capital, reduce investor cash returns, delay repatriation and weaken exit value at the same time.

Competitive analysis is applied at the relevant country-sector or country-commodity level. Bargaining power, entry barriers, substitutes, rivalry and supplier dynamics are tested against the specific investment, not used as a generic description of the wider industry.

A risk is not simply added to the discount rate because it appears on a register. Where its effect can be modelled directly in cash flows or scenarios, it is treated there. The required return reflects residual risk after operating and structural effects have been modelled, avoiding double counting.

Credible investment routes are compared through capital required, ownership thresholds, funding instruments, confirmed tax leakage, substance cost, cash distribution, currency conversion, repatriation, entity-level debt service, control, investor protection, claim priority, downside recovery, exit treatment and net investor return. Investor-residence tax remains a matter for the investor's professional adviser in the relevant country.

A treaty benefit is not incorporated into value merely because a treaty exists. The model tests whether the benefit can credibly be accessed, the ownership and substance conditions required, their cost, the financial result if the benefit is denied and whether the route still dominates direct investment and other alternatives.

The same principle applies to investment protection, security, guarantees and enforcement rights. A legal right creates financial value only to the extent that it can be relied upon, exercised and converted into recoverable proceeds within the decision timeframe.

No valuation method is applied automatically. The appropriate method depends on the purpose of the decision, source of value, stage and capital structure of the business, information quality, liquidity, claim rights and expected realisation route. More than one method may be necessary, but the results are not mechanically averaged.

Each method has a defined role: primary valuation, cross-check, downside boundary, recovery floor, exit reference or allocation between competing claims. A valuation range represents economically different outcomes, not arbitrary movements around one base case.

A downside case is not a uniform reduction in revenue or EBITDA. It models how adverse operating, working-capital, funding, currency, control and recovery effects interact. Where defensible probability distributions can be established, correlated stochastic modelling may be used for cash flow, DSCR, liquidity, capital calls or recovery. Where they cannot, structured scenarios and reverse stress tests are more credible than false statistical precision.

The analysis identifies liquidity runway, break-even volume and price, covenant and refinancing thresholds, timing of additional capital, maximum sustainable debt, minimum exit value, conditions that impair distribution or treaty assumptions, recovery under claim-priority scenarios and the point at which the recommended decision changes.

A recommendation is not derived from the proposed option in isolation. Depending on the matter, direct investment may be compared with an offshore holding route; ordinary equity with preferred equity or shareholder debt; acquisition with staged investment; follow-on capital with dilution or exit; refinancing with recapitalisation; continued operation with sale or restructuring; and settlement with enforcement.

Each alternative uses the same dated operating, market and macroeconomic assumptions. The conclusion is not the route with the highest base-case return. It is the route producing the strongest outcome after capital committed, contingent capital, cash received, timing, control, downside loss, recovery, exit, execution risk and opportunity cost are considered together.