PGS ASA
e3aaa7b6-b04c-4342-ae78-8946d4a208d4
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-21T10:02:12.966589+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
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

Business Model Archetype Classification

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

SG-023 Licensing VALUE High
Direct: monetization_vector contains [Dual: (1) late-sales licensing of existing seismic library, (2) proprietary contract surveys billed per project. Library late-sales are high-margin repeat monetization.]. Corroborated: revenue_model_type=~50% multi-client library licensing (recurring/repeat), ~50% contract acquisition (transactional). Multi-client prefunding provides partial revenue visibility.
SG-022
Layer Player
HOW High
SG-025
Long Tail
WHAT High
SG-053
Two-sided Market
HOW High
SG-036
Product to Capability
WHAT High
SG-010
Digitization
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Licensing (SG-023) VALUE provides the core structure, combined with Layer Player (SG-022) + Long Tail (SG-025) + Two-sided Market (SG-053) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 7 Medium: 27 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt ~$1.1B vs EBITDA ~$500M; leverage ~2.2x. A 200bps rate rise increases annual interest cost ~$22M, compressing net income ~15-20%.
Inferred
Agent_Inference
interest_rate_sensitivity
~60% floating-rate debt exposure; 200bps increase adds ~$22M annual interest burden, material given thin net margins in seismic services cycle.
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 Hormuz (fuel/bunker oil for vessels) and South China Sea maritime corridors (survey operations access in Asia-Pacific).
Inferred
Agent_Inference
international_expansion_readiness
Revenues USD-denominated globally; limited NOK/BRL/MYR transaction exposure. Sovereign devaluation risk modest but Norwegian krone cost base creates indirect FX mismatch.
Inferred
Agent_Inference
geographic_footprint
Primary markets: Americas, Europe/Africa, Asia-Pacific — all billed in USD. NOK-denominated cost base (~40%) creates inverse currency risk rather than revenue devaluation exposure.
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
No single vendor >30% of input costs; key dependencies are bunker fuel suppliers and seismic equipment (Sercel/CGG), substitutable with lead time.
Inferred
Agent_Inference
business_model_type_primary
Asset-heavy marine seismic data acquisition and multi-client library; not cloud-dependent. AWS/GCP termination would disrupt data processing but not core vessel operations.
Inferred
Agent_Inference
business_model_type_secondary
Multi-client seismic library licensing provides secondary recurring revenue; cloud termination would impair data delivery/portal but not library asset value.
Inferred
Agent_Inference
switching_cost_profile
Low cloud API coupling risk; proprietary processing software (Omega) runs on internal HPC clusters. Cloud used for storage/delivery, not core processing.
Inferred
Agent_Inference
howey_test_risk_index
Low Howey risk. Revenue from seismic data services and licensing — tangible deliverables, not passive investment contracts. No securities classification concern.
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Seismic geophysical data not personal data; GDPR/CCPA exposure minimal. Primary regulatory risk is data-sharing restrictions with national oil companies, not privacy law.
Inferred
Agent_Inference
antitrust_exposure_flag
Moderate. PGS, CGG, and TGS dominate multi-client seismic library market; past industry consolidation under regulatory scrutiny. Current market share ~20-25% globally.
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
~50% multi-client library licensing (recurring/repeat), ~50% contract acquisition (transactional). Multi-client prefunding provides partial revenue visibility.
Inferred
Agent_Inference
monetization_vector
Dual: (1) late-sales licensing of existing seismic library, (2) proprietary contract surveys billed per project. Library late-sales are high-margin repeat monetization.
Inferred
Agent_Inference
pricing_architecture
Pricing tied to oil price cycle and E&P capex budgets. In oil price downturns >$20/bbl drop, contract pricing falls 20-30%; multi-client late sales decline sharply.
Inferred
Agent_Inference
pricing_power_rating
Moderate. PGS holds pricing power in proprietary library areas but faces competition from CGG/TGS. Pricing leverage strengthens when oil >$80/bbl.
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margin ~55-65% on multi-client late sales; ~30-40% on contract acquisition. Blended gross margin typically 45-55% through-cycle.
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider problem. Seismic data is proprietary; licensing enforced contractually. Piracy risk low due to data complexity and client audit requirements.
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is sublinear to headcount. Vessel capacity and data library are primary constraints; doubling multi-client sales requires minimal incremental staff.
Inferred
Agent_Inference
marginal_cost_of_growth
Multi-client late-sales have near-zero marginal cost once data acquired. Contract growth requires vessel deployment — capex-intensive but not headcount-linear.
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable — PGS operates no franchise network.
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC remains low (direct sales to major IOCs/NOCs). Unit economics improve via library leverage; bottleneck shifts to vessel capacity and data coverage gaps.
Inferred
Agent_Inference
network_effect_present
Weak network effects. Larger seismic library increases attractiveness to E&P clients, but effect is geographic/data-density driven, not true network effect.
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low-moderate. AI enhances seismic processing efficiency (reducing processing cost ~15-20%) but cannot replace physical vessel data acquisition.
Inferred
Agent_Inference
recession_resistance_tier
Low recession resistance. Highly correlated to oil price and E&P capex — in 2020 downturn, revenues fell ~35%. Tier 4 cyclical (highly oil-price sensitive).
Inferred
Agent_Inference
customer_segment_primary
Major integrated oil companies (ExxonMobil, Shell, TotalEnergies, BP) — estimated 40-50% of contract and licensing revenue.
Inferred
Agent_Inference
customer_segment_secondary
National oil companies (Petrobras, Equinor, Saudi Aramco) and independent E&P companies — remaining 50-60% of revenue, diversified.
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
Capex being reallocated from new vessel builds toward data processing technology and multi-client library expansion. Fleet renewal deprioritized post-2020 restructuring.
Inferred
Agent_Inference
sec_cik
null
Inferred
Agent_Inference
ticker
PGS (Oslo: PGS). Trading at ~4-6x EV/EBITDA, discounting oil-price cyclicality and leverage risk. Commodity supply geopolitics (Middle East) may understate upside optionality.
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.