CHINA SOUTHERN AIRLINES CO LTD
ca0b0b9a218749989329151e3cb090f8
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-22T17:09:26.183423+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
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-024 Lock-in WHO High
Direct: vendor_lock_dependency_score=Boeing and Airbus collectively supply 100% of aircraft; either represents non-substitutable critical dependency; jet fuel from PetroChina/Sinopec dominant but substitutable
SG-001
Add-on
WHO High
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Lock-in (SG-024) WHO provides the core structure, combined with Add-on (SG-001) + Product to Capability (SG-036) + Subscription (SG-049) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 4 Medium: 18 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
High leverage; net debt ~RMB 120B+, debt-to-equity >3x; 20% interest rate rise adds ~RMB 1.5–2B annual interest expense, pressuring thin margins
Inferred
Agent_Inference
interest_rate_sensitivity
Floating-rate debt exposure significant; 20% rate increase on ~RMB 80B variable debt raises annual financing costs ~RMB 1.2B, compressing EBIT margins by ~1.5pp
Inferred
Agent_Inference
geopolitical_supply_exposure
Medium intensity; US-China trade tariffs on metals and components disrupt supply chains.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
1) Strait of Hormuz (jet fuel supply disruption risk); 2) US-China tech export controls on Boeing/Airbus parts and avionics components
Inferred
Agent_Inference
international_expansion_readiness
High exposure: USD depreciation vs CNY hurts dollar-denominated revenue; AUD and EUR markets also vulnerable; ~30% international revenue faces devaluation headwinds
Inferred
Agent_Inference
geographic_footprint
Primary markets: Southeast Asia, Australia, Europe; CNY appreciation vs AUD/EUR/USD erodes translated revenue; ~25–30% of RPK revenue is international
Inferred
Agent_Inference
commodity_exposure_profile
Medium intensity; commodities: Steel, Aluminum, Copper, Crude Oil (fuel), Rare Earth Elements, Plastics/Resins; geopolitical: US-China trade tariffs on metals and components disrupt supply chains.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
Boeing and Airbus collectively supply 100% of aircraft; either represents non-substitutable critical dependency; jet fuel from PetroChina/Sinopec dominant but substitutable
Inferred
Agent_Inference
business_model_type_primary
Not cloud-dependent; operates proprietary reservation and operations systems; cloud termination would cause disruption but not existential failure within 30 days
Inferred
Agent_Inference
business_model_type_secondary
Secondary IT systems (passenger services, loyalty) use some cloud vendors; 30-day notice manageable via state-backed IT infrastructure fallback
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; uses industry-standard GDS (Amadeus/SITA); proprietary systems dominate core ops; switching costs moderate, not catastrophic
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test; airline ticket and cargo revenue is a service exchange, not an investment contract; near-zero securities classification risk
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate GDPR exposure for EU passenger data; CCPA limited given minimal US domestic operations; China's PIPL compliance is primary regulatory data risk
Inferred
Agent_Inference
antitrust_exposure_flag
Moderate; dominant on domestic China routes (~35% market share); subject to CAAC slot control; international alliances (SkyTeam) under periodic regulatory scrutiny
Inferred
Agent_Inference
regulatory_exposure_profile
Medium burden; regimes: FAA, DOT, OSHA, EPA, ITAR, FTC; Export controls and defense procurement rules create contract concentration risk.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
~95% transactional (ticket, cargo, ancillary); recurring revenue minimal; loyalty program co-brand card provides small recurring income stream under 5%
Inferred
Agent_Inference
monetization_vector
Primary: passenger yield per RPK; secondary: cargo revenue per RTK; ancillary fees (baggage, upgrades) growing but sub-10% of total revenue
Inferred
Agent_Inference
pricing_architecture
Dynamic yield management pricing; vulnerable to capacity dumping by competitors and OTA price transparency; limited pricing power on commoditized domestic routes
Inferred
Agent_Inference
pricing_power_rating
Low-to-moderate; domestic routes price-sensitive, regulated by CAAC ceiling/floor rules; international long-haul slightly better but fuel surcharges partially offset costs
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margin ~15–20% in normal operations; fuel costs ~30–35% of revenue; structurally thin margins typical of full-service carrier model
Inferred
Agent_Inference
churn_vulnerability_index
Free-rider leakage moderate via OTA aggregators undercutting direct channel; loyalty program stickiness limited; corporate contracts reduce but don't eliminate churn
Inferred
Agent_Inference
headcount_cost_structure
Headcount-linear growth; doubling capacity requires proportional pilots, cabin crew, ground staff; labor ~20–25% of CASK; minimal sublinear scaling achievable
Inferred
Agent_Inference
marginal_cost_of_growth
High marginal cost; each incremental ASK requires fuel, crew, maintenance; revenue growth is not scalable without proportional cost increases; negative operating leverage at low load
Inferred
Agent_Inference
franchise_compliance_risk
Not a franchise model; operates under CAAC regulatory framework; compliance risk is regulatory (safety, slot allocation) rather than franchise drift
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC remains low per ticket via OTAs but distribution commission costs rise; loyalty program unit economics improve marginally with scale
Inferred
Agent_Inference
network_effect_present
Weak direct network effects; hub-and-spoke connectivity improves with scale but easily replicated; SkyTeam alliance provides indirect network benefit
Inferred
Agent_Inference
asset_efficiency_ratio
AI risk moderate; AI optimizes yield management and maintenance prediction but cannot replace pilots or ground ops; asset-heavy model limits AI displacement upside
Inferred
Agent_Inference
recession_resistance_tier
Low recession resistance; discretionary travel drops sharply in downturns; COVID demonstrated 70%+ revenue collapse vulnerability; business travel also cyclical
Inferred
Agent_Inference
customer_segment_primary
Economy-class leisure and VFR travelers (~65% of passengers); price-sensitive, high churn, booking via OTAs
Inferred
Agent_Inference
customer_segment_secondary
Business travelers and government/SOE corporate accounts (~20%); higher yield, moderate loyalty; concentration in SOE clients reduces but doesn't eliminate risk
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", "33-0000 Protective Service Occupations", "37-0000 Building and Grounds Cleaning and Maintenance 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", "51-0000 Production Occupations", "53-0000 Transportation and Material Moving Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.3 (HIL — ~30% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
Capital predominantly tied to legacy fleet renewal (Boeing 737MAX, A320neo orders); limited reallocation to future-state tech; maintenance capex dominates over digital transformation spend
Inferred
Agent_Inference
sec_cik
0001041668
High
SEC-EDGAR
ticker
CHKIF
High
SEC-EDGAR

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_03PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-22no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.