Hunting PLC
3534fc82-df21-4491-b78b-4f1a4475f51a
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-21T07:55:23.057583+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

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=Predominantly transactional (~80%); long-term frame agreements provide ~20% recurring-type revenue; highly cyclical order-book model.. Corroborated: business_model_type_primary=Minimal cloud infrastructure dependency; manufacturing and engineering operations run on ERP systems; 30-day termination manageable.
SG-026
Make-to-Order
HOW High
SG-049
Subscription
VALUE High

Hybrid Combination

Product to Capability (SG-036) WHAT provides the core structure, combined with Make-to-Order (SG-026) + Subscription (SG-049) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 3 Medium: 18 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt ~$50M, net debt/EBITDA ~0.3x; 20% rate rise adds ~$10M annual interest cost, modest impact on coverage ratios.
Inferred
Agent_Inference
interest_rate_sensitivity
Low floating-rate exposure; ~$50M net debt means 20% rate increase (~100bps) adds roughly $0.5-1M annual interest burden, immaterial.
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
Gulf of Mexico oilfield services supply routes and Middle East/North Africa upstream activity concentration are top two chokepoints.
Inferred
Agent_Inference
international_expansion_readiness
USD-denominated revenues largely hedge currency risk; Saudi Riyal (pegged) and UAE Dirham (pegged) limit devaluation risk; GBP exposure modest.
Inferred
Agent_Inference
geographic_footprint
Operations in USA, Middle East, Asia-Pacific, and UK; USD dominance (~70% revenues) limits sovereign devaluation exposure materially.
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 exceeds 30% of input costs; raw materials (steel, metals) sourced from multiple suppliers—moderate substitutability.
Inferred
Agent_Inference
business_model_type_primary
Minimal cloud infrastructure dependency; manufacturing and engineering operations run on ERP systems; 30-day termination manageable.
Inferred
Agent_Inference
business_model_type_secondary
B2B industrial manufacturer/services provider; cloud disruption would affect back-office, not core production capability.
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; Hunting uses standard ERP (SAP-type) integrations; no proprietary API dependency creating operational lock-in.
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test—Hunting sells physical oilfield equipment and services; no passive investment return mechanism; zero securities law risk.
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Limited GDPR/CCPA exposure; B2B industrial company with minimal consumer personal data; compliance costs immaterial to margins.
Inferred
Agent_Inference
antitrust_exposure_flag
Low antitrust risk; operates in fragmented oilfield services/equipment market with competitors including Halliburton, Baker Hughes, NOV.
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
Predominantly transactional (~80%); long-term frame agreements provide ~20% recurring-type revenue; highly cyclical order-book model.
Inferred
Agent_Inference
monetization_vector
Product sales (OCTG, wellheads, perforating guns) plus aftermarket services; transactional project-based monetization dominates.
Inferred
Agent_Inference
pricing_architecture
Cost-plus pricing with commodity pass-through; steel/titanium input cost volatility directly pressures margins when pricing lags.
Inferred
Agent_Inference
pricing_power_rating
Moderate; niche precision manufacturing (perforating systems, titanium) offers some pricing power; commodity segments face competition.
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margin ~25-30%; EBITDA margin ~10-15% through cycle; precision products segment carries higher margins (~35%).
Inferred
Agent_Inference
churn_vulnerability_index
No meaningful free-rider problem; capital equipment sales are discrete transactions; aftermarket consumables create repeat purchase stickiness.
Inferred
Agent_Inference
headcount_cost_structure
Headcount-linear growth; manufacturing scale requires proportional workforce expansion; limited automation offsets labor scaling needs.
Inferred
Agent_Inference
marginal_cost_of_growth
High marginal cost of growth; capacity expansion requires capital investment and skilled labor hiring; sublinear scaling unlikely near-term.
Inferred
Agent_Inference
franchise_compliance_risk
null
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, unit economics face pressure from manufacturing capacity constraints and raw material procurement costs compressing margins.
Inferred
Agent_Inference
network_effect_present
No meaningful network effects; value derived from engineering precision and customer relationships, not user-base scale dynamics.
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low in core manufacturing; design engineering and quality inspection may see 10-15% productivity gains from AI tools.
Inferred
Agent_Inference
recession_resistance_tier
Tier 4 (highly cyclical); revenues closely track upstream oil & gas capex, which drops 30-50% in recessions/oil price downturns.
Inferred
Agent_Inference
customer_segment_primary
Major integrated oil companies and large independents (e.g., Saudi Aramco, Shell, ExxonMobil); top 10 customers ~50% of revenue.
Inferred
Agent_Inference
customer_segment_secondary
National oil companies (NOCs) in Middle East and Asia; growing segment representing ~25% of revenues with longer contract durations.
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 shifting toward advanced manufacturing (titanium, composites) and Hunting Titan perforating expansion; legacy legacy steel OCTG underinvested.
Inferred
Agent_Inference
sec_cik
null
Inferred
Agent_Inference
ticker
HTG.L trades at ~0.8x book; discount reflects oilfield services cyclicality, commodity input risk, and geopolitical Gulf exposure—partially justified.
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_01FAIL2026-07-211 authored question(s) unanswerable — e.g. QBANK_OPS_002 nee

Live Status

No Live Status block found.