debt_leverage_profile
High leverage; debt-to-equity ~300-400%, typical for Korean state-owned utilities; 20bp rate rise adds ~KRW 50-80B annual interest cost
Inferred
Agent_Inference
interest_rate_sensitivity
Significant exposure; floating-rate debt portion ~30-40% of total; 20bp increase compresses net income by estimated 3-5%
Inferred
Agent_Inference
geopolitical_supply_exposure
High intensity; European gas dependency on Russia exposed structural energy security vulnerabilities.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
Strait of Hormuz (LNG/oil imports from Middle East) and South China Sea (coal shipping lanes from Australia/Indonesia)
Inferred
Agent_Inference
international_expansion_readiness
Minimal international revenue; domestic-focused utility; sovereign currency devaluation exposure is negligible
Inferred
Agent_Inference
geographic_footprint
Predominantly South Korea domestic operations; international revenue <5% of total; minimal FX devaluation exposure
Inferred
Agent_Inference
commodity_exposure_profile
High intensity; commodities: Natural Gas, Coal, Uranium, Crude Oil, Copper (grid), Lithium (storage); geopolitical: European gas dependency on Russia exposed structural energy security vulnerabilities.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
High dependency on single LNG suppliers (Qatar, Australia) and coal suppliers; fuel costs represent ~60-70% of operational input
Inferred
Agent_Inference
business_model_type_primary
Traditional asset-heavy utility; no material cloud infrastructure dependency; operations run on physical power generation assets
Inferred
Agent_Inference
business_model_type_secondary
Regulated electricity generation sold to KEPCO; not cloud-dependent; 30-day cloud termination would have negligible operational impact
Inferred
Agent_Inference
switching_cost_profile
Minimal API/cloud coupling risk; operational technology is plant-level SCADA systems, not third-party API-dependent platforms
Inferred
Agent_Inference
howey_test_risk_index
Very low Howey Test risk; revenue from regulated electricity sales to KEPCO, not investment contracts; no securities law exposure
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Low GDPR/CCPA exposure; primarily B2B domestic Korean utility selling to KEPCO; limited personal data processing
Inferred
Agent_Inference
antitrust_exposure_flag
Low independent antitrust risk; operates as regulated subsidiary of KEPCO monopoly framework; generation capacity ~10GW
Inferred
Agent_Inference
regulatory_exposure_profile
Very High burden; regimes: FERC, NERC, EPA, NRC, State PUCs, DOE; Rate-case lag and clean-energy mandates compress returns on regulated asset base.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
~95% recurring via long-term power purchase agreements with KEPCO; transactional spot sales <5% of revenue
Inferred
Agent_Inference
monetization_vector
Regulated tariff-based revenue from electricity generation sold wholesale to KEPCO under government-set pricing
Inferred
Agent_Inference
pricing_architecture
Tariff prices set by Korean government/KEPCO; company has no independent pricing power; cost pass-through mechanism is limited
Inferred
Agent_Inference
pricing_power_rating
Very low; 1-2/10; electricity generation tariffs are government-regulated; fuel cost spikes not always recoverable through pricing
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margin ~10-20%; heavily compressed by fuel costs (LNG, coal); regulated tariffs limit margin expansion
Inferred
Agent_Inference
churn_vulnerability_index
No churn risk; KEPCO is sole offtaker under regulated framework; free-rider leakage not applicable
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is capital-linear, not headcount-linear; doubling capacity requires plant investment, not proportional headcount doubling
Inferred
Agent_Inference
marginal_cost_of_growth
Sublinear headcount growth; new generation capacity adds minimal incremental staff; capital expenditure is primary growth constraint
Inferred
Agent_Inference
franchise_compliance_risk
Not a franchise model; regulated utility subsidiary; compliance drift not applicable
Inferred
Agent_Inference
customer_acquisition_metric
Single customer (KEPCO); no traditional CAC metric; at 10x scale, economics governed by tariff renegotiation and regulatory approval
Inferred
Agent_Inference
network_effect_present
No network effects; traditional utility generation asset; value does not increase with more users
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low for core generation operations; some efficiency gains possible in predictive maintenance and dispatch optimization
Inferred
Agent_Inference
recession_resistance_tier
Tier 1 recession-resistant; electricity is essential infrastructure; demand elasticity is very low; regulated revenues provide stability
Inferred
Agent_Inference
customer_segment_primary
KEPCO (Korea Electric Power Corporation) — effectively 100% of revenue; extreme single-customer concentration
Inferred
Agent_Inference
customer_segment_secondary
No meaningful secondary customer segment; all generation output sold exclusively to KEPCO grid
Inferred
Agent_Inference
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "17-0000 Architecture and Engineering Occupations", "23-0000 Legal Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "47-0000 Construction and Extraction Occupations", "49-0000 Installation, Maintenance, and Repair Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.34 (HIL — ~34% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
Capital increasingly reallocated toward gas turbines and renewable transition; legacy coal assets being phased under Korean Green New Deal policy
Inferred
Agent_Inference
sec_cik
null
Inferred
Agent_Inference
ticker
Unlisted public entity; Korean state-owned subsidiary of KEPCO; no publicly traded ticker on KRX or international exchanges
Inferred
Agent_Inference