Devon Energy Corporation
f1237f56-fbac-486f-ba5a-8b4aad62e292
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-20T17:07:12.853376+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-035 Premium WHO Medium
Indirect: target_gross_margin_bracket=Upstream gross margin typically 55–70% at $70–80 WTI; LOE of ~$12–14/BOE leaves strong field-level margins in current price environment (High gross margin bracket (>60%) indicates premium positioni)
SG-035
Premium
WHO Medium
SG-002
Affiliation
VALUE Medium
SG-004
Auction
HOW Medium

Hybrid Combination

Premium (SG-035) WHO provides the core structure, combined with Premium (SG-035) + Affiliation (SG-002) + Auction (SG-004) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 0 Medium: 9 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.60x Total Debt / Equity (Moderate leverage)
High
SEC-XBRL
interest_rate_sensitivity
20bps rate rise adds ~$14M annual interest expense; Devon carries ~$6.5B debt at ~60% fixed rate, limiting near-term floating exposure
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
Permian Basin pipeline takeaway capacity constraints and Gulf Coast LNG export terminal bottlenecks are top two chokepoints
Inferred
Agent_Inference
international_expansion_readiness
Devon is ~98% U.S.-domestic; negligible sovereign currency devaluation exposure across international markets
Inferred
Agent_Inference
geographic_footprint
Virtually no international revenue; operations concentrated in Permian, Eagle Ford, Anadarko, Williston, and Powder River basins
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
Halliburton and SLB collectively represent significant oilfield services spend; neither single-handedly exceeds 30% but substitution is moderately difficult short-term
Inferred
Agent_Inference
business_model_type_primary
Cloud infrastructure termination would cause operational disruption to back-office and trading systems but would not halt physical hydrocarbon production
Inferred
Agent_Inference
business_model_type_secondary
SCADA, field automation, and reservoir modeling software dependencies pose greater operational risk than cloud provider concentration
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; Devon uses standard oilfield software ecosystems (Quorum, OpenWells) with multiple competing vendors available
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test; Devon sells physical commodities and equity securities, not investment contracts — negligible securities classification risk
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Minimal GDPR/CCPA exposure; Devon's data is primarily operational/geological with limited consumer PII; U.S.-only customer base
Inferred
Agent_Inference
antitrust_exposure_flag
Low standalone antitrust risk; subject to FERC pipeline/market oversight; no dominant market share in any single basin exceeding 15%
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
~95%+ transactional (spot and short-term commodity sales); multi-year hedging contracts provide partial revenue visibility but are not subscription-based
Inferred
Agent_Inference
monetization_vector
Commodity price realization per BOE (oil, gas, NGL); supplemented by midstream fee income and financial hedging settlements
Inferred
Agent_Inference
pricing_architecture
Price-taker in global commodity markets; WTI/Henry Hub benchmarks set revenue; Devon cannot independently set prices — volume and cost efficiency drive margins
Inferred
Agent_Inference
pricing_power_rating
Very low independent pricing power; entirely market-determined; hedging program caps upside but limits downside — rating: 2/10
Inferred
Agent_Inference
target_gross_margin_bracket
Upstream gross margin typically 55–70% at $70–80 WTI; LOE of ~$12–14/BOE leaves strong field-level margins in current price environment
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider leakage; commodity buyers purchase at market; customer churn irrelevant as Devon sells into liquid commodity markets
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is sublinear to headcount; production growth achieved via capital deployment not proportional hiring; technology and automation reduce labor intensity
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal growth cost is capital-intensive (drill/complete wells ~$6–9M each) but headcount-sublinear; F&D cost ~$10–15/BOE drives incremental economics
Inferred
Agent_Inference
franchise_compliance_risk
null
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, midstream infrastructure and takeaway capacity become binding constraints before customer acquisition does; CAC effectively zero in commodity markets
Inferred
Agent_Inference
network_effect_present
No meaningful network effects; Devon's asset value is geological and operational, not network-driven; production scale provides modest cost advantages only
Inferred
Agent_Inference
asset_efficiency_ratio
11.0% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Tier 4 (cyclical); oil demand drops 1–3% in recessions causing outsized price volatility; Devon's fixed-cost base amplifies earnings sensitivity to WTI declines
Inferred
Agent_Inference
customer_segment_primary
Commodity traders, refiners, and midstream aggregators purchasing crude oil, natural gas, and NGLs at market prices — highly diversified, no single buyer >10%
Inferred
Agent_Inference
customer_segment_secondary
Industrial and utility natural gas buyers via marketing agreements; NGL fractionators and petrochemical feedstock purchasers in Gulf Coast 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
0.2% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001090012
High
SEC-EDGAR
ticker
DVN
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_03PASS2026-07-20no 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_01FAIL2026-07-201 authored question(s) unanswerable — e.g. QBANK_OPS_002 nee

Live Status

No Live Status block found.