Oil Search Limited
8dc3368f-bbd6-4c3b-8670-7c925f15796b
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-20T22:38:16.690309+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
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

Business Model Archetype Classification

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

SG-041 Rent Instead of Buy VALUE High
Direct: monetization_vector contains [Commodity sales of LNG, crude oil, and condensate; pricing linked to JCC (Japan Crude Cocktail) and Brent benchmarks]. Corroborated: revenue_model_type=~80% transactional via spot and long-term LNG offtake contracts; ~20% quasi-recurring via multi-year oil-linked LNG sales agreements
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Rent Instead of Buy (SG-041) VALUE provides the core structure, combined with Product to Capability (SG-036) + Subscription (SG-049) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 3 Medium: 15 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt ~USD 2.5B pre-merger; net debt/EBITDA ~1.8x; a 200bps rate rise adds ~USD 50M annual interest cost on floating facilities
Inferred
Agent_Inference
interest_rate_sensitivity
Approximately 30-40% of debt was floating rate; 200bps increase compresses net income by ~USD 40-55M, ~8-12% EPS impact
Inferred
Agent_Inference
geopolitical_supply_exposure
High intensity; OPEC+ supply decisions and Russia-Ukraine conflict drive price volatility.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
Strait of Malacca (LNG tanker routing from PNG to Asian buyers) and Coral Sea/Torres Strait passage for equipment supply
Inferred
Agent_Inference
international_expansion_readiness
Revenue primarily in USD (LNG contracts); PNG Kina exposure on local costs; minimal FX devaluation risk on revenue side
Inferred
Agent_Inference
geographic_footprint
Operations concentrated in Papua New Guinea (~90% of revenue) plus Alaska and Middle East exploration; PNG Kina devaluation risk on opex
Inferred
Agent_Inference
commodity_exposure_profile
High intensity; commodities: Crude Oil, Natural Gas, Coal, Refined Petroleum Products, Uranium, Steel (equipment); geopolitical: OPEC+ supply decisions and Russia-Ukraine conflict drive price volatility.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
ExxonMobil as operator of PNG LNG project represents non-substitutable operational dependency; operator controls ~70% of production decisions
Inferred
Agent_Inference
business_model_type_primary
Upstream oil and gas producer; no material cloud infrastructure dependency; operations are field-based and industrial, not cloud-native
Inferred
Agent_Inference
business_model_type_secondary
SCADA/industrial control systems used for field operations; cloud termination would cause administrative disruption only, not production halt
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; company uses industrial OT systems and standard petroleum engineering software (Halliburton, Schlumberger), not proprietary APIs
Inferred
Agent_Inference
howey_test_risk_index
Not applicable; revenue from commodity hydrocarbon sales does not constitute an investment contract under Howey Test
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Minimal GDPR/CCPA exposure; no consumer data collected; operations in PNG governed by local data laws; limited EU/California customer base
Inferred
Agent_Inference
antitrust_exposure_flag
Low standalone antitrust risk; merger with Santos (2022) reviewed by ACCC and FIRB but approved; combined entity holds no dominant domestic market position
Inferred
Agent_Inference
regulatory_exposure_profile
High burden; regimes: EPA, FERC, DOE, CFTC, OSHA, SEC; Accelerating emissions mandates and methane rules threaten capex economics.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
~80% transactional via spot and long-term LNG offtake contracts; ~20% quasi-recurring via multi-year oil-linked LNG sales agreements
Inferred
Agent_Inference
monetization_vector
Commodity sales of LNG, crude oil, and condensate; pricing linked to JCC (Japan Crude Cocktail) and Brent benchmarks
Inferred
Agent_Inference
pricing_architecture
Oil-linked LNG contract pricing (JCC-indexed); stress scenario at USD 40/bbl Brent reduces revenue ~40%; breakeven ~USD 35/bbl at PNG LNG
Inferred
Agent_Inference
pricing_power_rating
Low standalone pricing power; price-taker in global LNG market; long-term contracts provide partial insulation but no ability to set prices
Inferred
Agent_Inference
target_gross_margin_bracket
Upstream gross margin ~55-65% at USD 70/bbl Brent; highly sensitive to oil price; operating cost ~USD 8-12/boe at PNG LNG
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider risk; LNG buyers under take-or-pay contracts; contract counterparties include Japanese utilities and Chinese NOCs with strong covenant structures
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is capital-linear, not headcount-linear; doubling production requires major capex (new wells, trains) but headcount grows sublinearly ~20-30%
Inferred
Agent_Inference
marginal_cost_of_growth
Highly capital-intensive; marginal cost of new LNG train ~USD 3-5B; once built, incremental operating cost low; classic high-fixed-cost upstream model
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; Oil Search operates no franchise network
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, LNG buyer concentration risk increases; global LNG market depth sufficient but counterparty diversification becomes critical constraint
Inferred
Agent_Inference
network_effect_present
No network effects; hydrocarbon commodity business; value derived from resource base and infrastructure, not user scale
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low for core production; AI applicable to seismic interpretation and reservoir modeling, reducing exploration capex ~5-10% over time
Inferred
Agent_Inference
recession_resistance_tier
Moderate-low recession resistance; LNG demand relatively sticky (utility contracts) but oil price crashes during recessions compress margins significantly
Inferred
Agent_Inference
customer_segment_primary
Asian LNG buyers: Japanese utilities (JERA, Osaka Gas), Chinese NOCs (Sinopec), Korean buyers representing ~60-70% of LNG offtake
Inferred
Agent_Inference
customer_segment_secondary
Australian domestic gas market and oil/condensate sold to refinery customers; top-3 customers likely represent >50% of total revenue
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", "19-0000 Life, Physical, and Social Science 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", "53-0000 Transportation and Material Moving Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.33 (HIL — ~33% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
Capital allocated to PNG LNG expansion (P'nyang field) and Alaska North Slope; legacy maintenance capex ~USD 300-400M/yr; growth capex episodic and lumpy
Inferred
Agent_Inference
sec_cik
Oil Search was listed on ASX (OSH) and POMSoX; acquired by Santos in 2022; no SEC CIK as it was not a US-registered issuer
Inferred
Agent_Inference
ticker
OSH (ASX) trading reflected PNG sovereign risk, oil price discount, and PNG LNG project execution risk; absorbed into Santos (STO.ASX) at ~0.6275 STO shares per OSH share
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_03PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-20no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.