Step 1 — Relevant industry ENGIE is a large integrated energy utility with regulated networks, renewables, thermal generation, energy management, retail supply, and some gas-related activities. Among the provided methodologies, the closest fit is a mix of: - Regulated Utilities, for networks and regulated energy infrastructure; - Unregulated Power and Gas, for generation, supply, energy management and merchant/contracted activities. Because the information provided is consolidated and does not split regulated vs. unregulated EBITDA, I apply the general S&P-style corporate baseline formulas, with utility-relevant judgment where possible. Step 2 — Estimate Adjusted_Debt Baseline formula: Adjusted_Debt = reported_debt + leases + pension_deficit + guarantees + hybrid_debt_portion + other_debt_like_items - eligible_cash Available debt data at 2023-01-01: - Long-term borrowings = €28.083bn - Current borrowings and current portion of noncurrent borrowings = €12.508bn Reported debt: 28.083 + 12.508 = €40.591bn Cash and cash equivalents: - Cash and cash equivalents = €15.570bn S&P generally applies surplus/eligible cash netting, but full cash netting may overstate credit benefit for an operating utility. However, the prompt provides no restricted cash or minimum cash detail, so I use reported cash as eligible cash. Hybrid debt portion: ENGIE reports deeply subordinated perpetual notes in equity: - Deeply subordinated perpetual notes = €3.393bn S&P commonly gives intermediate equity credit to hybrids, often treating 50% as debt and 50% as equity when eligible. Therefore: Hybrid debt portion = 50% × 3.393 = €1.697bn Leases, guarantees, pension deficit, and other debt-like items: - No explicit lease liability amount is provided. - No pension deficit balance is provided. - No guarantees or other debt-like items are quantified. So these are assumed to be zero for this estimate. Adjusted_Debt: 40.591 + 1.697 - 15.570 = €26.718bn Step 3 — Estimate Adjusted_EBITDA A practical EBITDA reconstruction from operating profit: Profit/loss from operating activities = €1.127bn Add depreciation, amortization and provisions = €5.187bn Basic reconstructed EBITDA: 1.127 + 5.187 = €6.314bn However, operating profit includes significant nonrecurring and noncash effects. S&P-adjusted EBITDA typically normalizes material nonrecurring losses/gains. Relevant items: - Impairment loss / reversal of impairment loss recognized in profit or loss = €2.774bn expense - Expense of restructuring activities = €0.230bn expense - Other income/expense from subsidiaries, jointly controlled entities and associates = €0.091bn gain/income - Other nonrecurring items = -€1.328bn, interpreted as a nonrecurring loss/expense Normalize EBITDA: Add back nonrecurring losses: - Impairment = €2.774bn - Restructuring = €0.230bn - Other nonrecurring items loss = €1.328bn Subtract nonrecurring gains: - Other income/expense from subsidiaries, JVs and associates = €0.091bn Adjusted_EBITDA estimate: 6.314 + 2.774 + 0.230 + 1.328 - 0.091 = €10.555bn Cross-check: Current operating income including operating MtM = €4.309bn. Adding D&A/provisions of €5.187bn gives €9.496bn. Adding share of profit from equity-accounted entities of €1.059bn gives €10.555bn. This matches the normalized EBITDA estimate above, so €10.555bn is a reasonable estimate. Step 4 — Adjusted_Debt / Adjusted_EBITDA Adjusted_Debt = €26.718bn Adjusted_EBITDA = €10.555bn Ratio: 26.718 / 10.555 = 2.5313 Rounded to two decimals: 2.53