Gaz de France
62d596d7-e06f-4fac-876e-f5ed594cc694
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-21T20:33:33.244078+00:00

Business Model Classification Tokens

contract_cycle_length
null
Inferred
Pending — BM Dev Shop classification run
enterprise_sales_motion
null
Inferred
Pending — BM Dev Shop classification run
procurement_complexity
null
Inferred
Pending — BM Dev Shop classification run
vendor_lock_coefficient
null
Inferred
Pending — BM Dev Shop classification run
consumer_acquisition_channel
null
Inferred
Pending — BM Dev Shop classification run
brand_loyalty_index
null
Inferred
Pending — BM Dev Shop classification run
impulse_vs_considered_purchase
null
Inferred
Pending — BM Dev Shop classification run
retail_distribution_reach
null
Inferred
Pending — BM Dev Shop classification run
consumption_unit_definition
null
Inferred
Pending — BM Dev Shop classification run
usage_billing_granularity
null
Inferred
Pending — BM Dev Shop classification run
overage_penalty_structure
null
Inferred
Pending — BM Dev Shop classification run
minimum_commitment_floor
null
Inferred
Pending — BM Dev Shop classification run
metered_margin_profile
null
Inferred
Pending — BM Dev Shop classification run
billing_cadence
null
Inferred
Pending — BM Dev Shop classification run
churn_rate_benchmark
null
Inferred
Pending — BM Dev Shop classification run
annual_recurring_revenue_ratio
null
Inferred
Pending — BM Dev Shop classification run
free_trial_conversion_rate
null
Inferred
Pending — BM Dev Shop classification run
subscriber_ltv_model
null
Inferred
Pending — BM Dev Shop classification run
bundle_discount_depth
null
Inferred
Pending — BM Dev Shop classification run
cross_sell_attach_rate
null
Inferred
Pending — BM Dev Shop classification run
bundle_churn_vs_single_churn
null
Inferred
Pending — BM Dev Shop classification run
bundle_margin_blended
null
Inferred
Pending — BM Dev Shop classification run
upsell_pathway_architecture
null
Inferred
Pending — BM Dev Shop classification run

Business Model Archetype Classification

University of St. Gallen — 55 Business Model Navigator (Gassmann et al.)

SG-036 Product to Capability WHAT High
Direct: revenue_model_type=~70% recurring via regulated tariffs and multi-year supply contracts; ~30% transactional via spot LNG and energy trading. Corroborated: marginal_cost_of_growth=Pipeline capacity growth near-zero marginal cost once built; LNG terminal utilization drives operating leverage above 70% load factor
SG-024
Lock-in
WHO High
SG-010
Digitization
WHAT High
SG-022
Layer Player
HOW High
SG-025
Long Tail
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Product to Capability (SG-036) WHAT provides the core structure, combined with Lock-in (SG-024) + Digitization (SG-010) + Layer Player (SG-022) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 6 Medium: 24 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt/EBITDA ~3.5x pre-merger; 20bp rate rise adds ~€150M annual interest cost given €30B+ gross debt base
Inferred
Agent_Inference
interest_rate_sensitivity
Floating-rate debt exposure ~25-30% of total; 20bp rise increases annual interest burden by €60-80M, compressing FFO margin ~0.3pp
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
Russian gas transit via Ukraine pipelines and Algerian supply corridor through Medgaz/Trans-Mediterranean pipeline
Inferred
Agent_Inference
international_expansion_readiness
EUR/USD exposure via LNG contracts; DZD (Algeria) soft-peg risk; GBP exposure via UK retail — combined FX drag ~1-2% on EBITDA
Inferred
Agent_Inference
geographic_footprint
Primary markets: France (EUR, minimal risk), Germany (EUR), UK (GBP devaluation risk ~5-8%), Algeria (DZD managed float risk)
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
Sonatrach (Algeria) and Gazprom (Russia) together represented >40% of gas sourcing — high non-substitutable supplier concentration
Inferred
Agent_Inference
business_model_type_primary
Asset-heavy regulated utility; not cloud-dependent — operational infrastructure is physical pipeline, LNG terminals, and storage
Inferred
Agent_Inference
business_model_type_secondary
Cloud termination risk negligible; billing/CRM systems could face disruption but core gas delivery operations are infrastructure-based
Inferred
Agent_Inference
switching_cost_profile
Minimal API/cloud coupling risk; operational systems are legacy SCADA/industrial controls with proprietary vendor lock, not SaaS APIs
Inferred
Agent_Inference
howey_test_risk_index
Not applicable — revenue from regulated gas distribution and retail supply; no investment-contract or token-based revenue model
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
GDPR exposure moderate — 11M+ French retail customers; data stored within EU; CCPA not applicable (no material US retail presence)
Inferred
Agent_Inference
antitrust_exposure_flag
High — EU investigated GDF for market partitioning; dominant position in French gas distribution created repeated regulatory scrutiny
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
~70% recurring via regulated tariffs and multi-year supply contracts; ~30% transactional via spot LNG and energy trading
Inferred
Agent_Inference
monetization_vector
Primary: regulated distribution tariff revenue; Secondary: retail gas/electricity supply margins and LNG trading
Inferred
Agent_Inference
pricing_architecture
Regulated tariff floor protects ~60% of revenue; retail margins vulnerable to commodity spike pass-through lag of 3-6 months
Inferred
Agent_Inference
pricing_power_rating
Moderate — regulated segments have CRE-set tariffs; competitive retail segment faces margin compression when wholesale gas spikes
Inferred
Agent_Inference
target_gross_margin_bracket
Regulated distribution gross margin ~35-45%; retail supply margin thin at 3-7%; blended group gross margin ~20-28%
Inferred
Agent_Inference
churn_vulnerability_index
Low free-rider risk in regulated distribution monopoly; retail segment faces ~8-12% annual churn as French market liberalized post-2007
Inferred
Agent_Inference
headcount_cost_structure
Headcount-sublinear for distribution growth; retail expansion requires linear customer service scaling — ~60,000 employees pre-merger
Inferred
Agent_Inference
marginal_cost_of_growth
Pipeline capacity growth near-zero marginal cost once built; LNG terminal utilization drives operating leverage above 70% load factor
Inferred
Agent_Inference
franchise_compliance_risk
Not a franchise model; however, regulated concession agreements with municipalities create compliance drift risk across 9,000+ communes
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC economics improve via brand; however, distribution is geography-constrained — physical network limits addressable expansion
Inferred
Agent_Inference
network_effect_present
Weak network effects — pipeline grid has natural monopoly characteristics but no demand-side network effect; value independent of user count
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low for physical infrastructure ops; moderate for customer service (~15% headcount reduction potential via automation)
Inferred
Agent_Inference
recession_resistance_tier
Tier 1 recession-resistant — natural gas heating/cooking is essential service; volume decline in recession typically <5%
Inferred
Agent_Inference
customer_segment_primary
Residential households (~11M contracts) — no single customer >1% of revenue; concentration risk low in retail
Inferred
Agent_Inference
customer_segment_secondary
Industrial/commercial clients and power generators — top 20 industrial clients represent ~15-20% of wholesale gas volume
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 rebalancing toward LNG terminals and renewable gas infrastructure; legacy pipeline maintenance still consumes ~40% of capex
Inferred
Agent_Inference
sec_cik
null
Inferred
Agent_Inference
ticker
GAZ FP (Euronext Paris) pre-merger with Suez; traded at P/E ~12-14x reflecting regulatory cap on returns and geopolitical Russian supply risk discount
Inferred
Agent_Inference

Business Model Components

Core Space

> *Pending Turn 2 — Business Model Type Agent population.*

Interaction Modes

> *Pending Turn 2 — Business Model Type Agent population.*

Product Matrix

> *Pending Turn 2 — Business Model Type Agent population.*

Historical Evolution Log

Live Operational Signals

Signal DateSignal TypeSummary
Source

Evaluation Gate — Persona Stress Tests

SKILL_BUFFETT_VAL_03PASS2026-07-21no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-21no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-21no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-21no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-21no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.