debt_leverage_profile
0.00x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
Fixed-rate debt dominates (~80%); floating-rate exposure modest; 20bp rise has limited near-term P&L impact but raises refinancing cost at maturity
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
Appalachian natural gas pipeline chokepoints (Marcellus/Utica) and domestic transformer/grid hardware supply constrained by Asian manufacturing concentration
Inferred
Agent_Inference
international_expansion_readiness
No material international revenue; sovereign currency devaluation exposure is effectively zero
Inferred
Agent_Inference
geographic_footprint
Purely domestic; operates exclusively in Allegheny County and western Pennsylvania; no international revenue markets
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
PJM Interconnection is a non-substitutable grid operator; single transmission/dispatch dependency represents critical operational lock-in
Inferred
Agent_Inference
business_model_type_primary
Regulated electric utility; not cloud-dependent; AWS/GCP/Azure termination would affect back-office systems only, not core grid operations
Inferred
Agent_Inference
business_model_type_secondary
Vertically integrated regulated utility (generation, transmission, distribution); minimal SaaS or cloud-native revenue components
Inferred
Agent_Inference
switching_cost_profile
Minimal API coupling risk; core operations run on legacy OT/SCADA systems; IT modernization uses standard enterprise vendors (SAP, Oracle)
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test; revenue from regulated electricity tariffs approved by PA PUC, not investment contracts; securities law risk negligible
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Limited GDPR exposure (no EU operations); CCPA exposure modest; customer data is residential/commercial utility billing data in Pennsylvania only
Inferred
Agent_Inference
antitrust_exposure_flag
Natural monopoly regulated by PA PUC and FERC; antitrust risk structurally low due to regulatory oversight replacing competitive market dynamics
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; multi-year rate cases set tariff revenue; minimal transactional revenue; highly predictable utility billing model
Inferred
Agent_Inference
monetization_vector
Regulated tariff per kWh/kW demand charges to residential, commercial, and industrial customers; volumetric and fixed customer charges
Inferred
Agent_Inference
pricing_architecture
Rates set by PA PUC rate cases; cost-of-service model with allowed ROE ~9-10%; pricing stress-tested via regulatory approval, not market competition
Inferred
Agent_Inference
pricing_power_rating
Moderate-high; rate increases require PUC approval but historically granted; inflation pass-through via fuel adjustment clauses and infrastructure riders
Inferred
Agent_Inference
target_gross_margin_bracket
Regulated utility gross margin ~35-45%; operating margin ~15-20%; constrained by PUC-approved revenue requirement and high capital/O&M cost base
Inferred
Agent_Inference
churn_vulnerability_index
Near-zero churn; captive franchise territory customers; no free-rider leakage; Pennsylvania deregulation allows retail supplier switching but minimal uptake
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is largely capex-driven and sublinear to headcount; doubling rate base does not require doubling employees; capital-intensive not labor-intensive
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal growth cost driven by grid capital investment (~$500-700M annual capex); incremental customer connections have low marginal labor cost
Inferred
Agent_Inference
franchise_compliance_risk
Not a franchise network in traditional sense; regulated service territory under PA PUC Certificate of Public Convenience; compliance drift risk is regulatory, not franchise
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC remains near zero (captive territory); unit economics improve via rate base scale; growth limited by geographic franchise boundaries
Inferred
Agent_Inference
network_effect_present
No traditional network effects; grid reliability improves marginally with scale but not demand-driven; value proposition is regulatory monopoly, not network growth
Inferred
Agent_Inference
asset_efficiency_ratio
2.3% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Tier 1 recession-resistant; essential service with inelastic demand; residential load declines ~2-3% in severe recession; regulated ROE provides earnings floor
Inferred
Agent_Inference
customer_segment_primary
Residential customers (~45% of revenue); ~600,000 accounts in Allegheny and Beaver Counties, Pennsylvania
Inferred
Agent_Inference
customer_segment_secondary
Commercial and industrial customers (~50% of revenue); concentration risk moderate with large industrial accounts in steel/manufacturing sector
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 actively reallocating to grid modernization, AMI, and reliability infrastructure; ~$500-700M/year capex; legacy coal generation largely retired or divested
Inferred
Agent_Inference
sec_cik
0001381197
Inferred
Agent_Inference
ticker
DQE (private since 2011 merger with Duquesne Light Holdings taken private; formerly NYSE: DQE); currently not publicly traded
Inferred
Agent_Inference