Hunting Energy Services Inc.
0f0f7a9f-58d6-4742-823d-32f5e8496578
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-20T02:32:27.962058+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
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=Predominantly transactional (~80%); some multi-year supply agreements with major operators but limited true recurring subscription revenue. Corroborated: business_model_type_primary=Physical manufacturing and services company; cloud infrastructure dependency minimal; 30-day termination would disrupt ERP/back-office but not core operations
SG-004
Auction
HOW High
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 Auction (SG-004) + Make-to-Order (SG-026) + Subscription (SG-049) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 4 Medium: 17 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Moderate leverage typical of oilfield services; net debt/EBITDA ~2-3x; 20% rate rise adds ~$5-10M annual interest cost pressure
Inferred
Agent_Inference
interest_rate_sensitivity
Floating-rate credit facility exposure means 20% rate increase materially compresses FCF; hedging limited in oilfield services sector
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
Specialty steel tubulars from China/Asia-Pacific and precision components routed through Strait of Malacca and Suez Canal
Inferred
Agent_Inference
international_expansion_readiness
Revenues exposed to CAD, GBP, and Middle East pegged currencies; CAD devaluation most material given Canadian operational base
Inferred
Agent_Inference
geographic_footprint
Primary markets: Canada, USA, Middle East; CAD/USD cross-rate most impactful; Middle East USD-pegged currencies offer relative stability
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
Specialty alloy and tubular steel suppliers likely represent concentrated input costs; partial substitutability limits but does not eliminate lock-in risk
Inferred
Agent_Inference
business_model_type_primary
Physical manufacturing and services company; cloud infrastructure dependency minimal; 30-day termination would disrupt ERP/back-office but not core operations
Inferred
Agent_Inference
business_model_type_secondary
Hybrid: manufacturing/product sales plus field services; cloud disruption affects administrative systems, not production or service delivery
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; primarily industrial/manufacturing operations with standard ERP systems, not deeply integrated with proprietary external APIs
Inferred
Agent_Inference
howey_test_risk_index
Revenue model is product sales and services exchange for labor/capital; no passive profit expectation from others' efforts; Howey Test risk is negligible
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Limited GDPR/CCPA exposure; B2B industrial client base with minimal personal consumer data; compliance burden low relative to tech or retail sectors
Inferred
Agent_Inference
antitrust_exposure_flag
Oilfield services market fragmented globally; Hunting competes with Tenaris, NOV, Vallourec; no dominant market position triggering serious antitrust scrutiny
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%); some multi-year supply agreements with major operators but limited true recurring subscription revenue
Inferred
Agent_Inference
monetization_vector
Product sales (premium connections, perforating systems) plus aftermarket services; transactional per-well or per-project billing dominates
Inferred
Agent_Inference
pricing_architecture
Cost-plus with market-indexed steel input passthrough; pricing power constrained by commodity cycles and competitive bidding on major operator contracts
Inferred
Agent_Inference
pricing_power_rating
Moderate; premium threading and perforating products carry brand premium but broad competitive set limits sustained above-market pricing
Inferred
Agent_Inference
target_gross_margin_bracket
Estimated gross margins 25-35%; premium products at higher end, standard tubular services at lower end; cyclically compressed in downturns
Inferred
Agent_Inference
churn_vulnerability_index
No meaningful free-rider problem; physical product and service delivery requires direct commercial relationship; churn tied to E&P capex cycles
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is largely headcount-linear in field services; manufacturing has some operating leverage but skilled labor scales with activity
Inferred
Agent_Inference
marginal_cost_of_growth
Sublinear only at manufacturing scale; field services segment requires proportional headcount addition; overall model is semi-linear not scalable
Inferred
Agent_Inference
franchise_compliance_risk
Not a franchise model; direct operations and distribution; compliance risk is regulatory/HSE in oilfield operations, not franchise network drift
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC efficiency improves via key account concentration; unit economics depend on steel input costs and E&P operator consolidation trends
Inferred
Agent_Inference
network_effect_present
No meaningful network effects; industrial product/services business; value does not increase with additional users or customers on platform
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low-to-moderate; physical manufacturing and field services resist full automation; design/engineering roles face incremental AI efficiency gains
Inferred
Agent_Inference
recession_resistance_tier
Cyclically sensitive Tier 3; revenue closely correlated with E&P capex, which is cut aggressively in recessions and commodity price downturns
Inferred
Agent_Inference
customer_segment_primary
Major and independent oil and gas exploration and production companies (operators) globally
Inferred
Agent_Inference
customer_segment_secondary
National oil companies (NOCs) and drilling contractors in Middle East, North America, and select international markets
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 largely maintenance and incremental capacity in existing facilities; limited evidence of major reallocation toward next-generation digital or advanced manufacturing
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.