Riley Exploration Permian, Inc.
0e1b536a434445a68a2840522444d4d3
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-20T22:34:26.557907+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-024 Lock-in WHO High
Direct: vendor_lock_dependency_score=High; oilfield services (drilling, completions) concentrated among 2-3 major providers; pipeline takeaway tied to ~2 midstream counterparties representing critical non-substitutable capacity
SG-006
Cash Machine
VALUE High
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Lock-in (SG-024) WHO provides the core structure, combined with Cash Machine (SG-006) + Product to Capability (SG-036) + 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
0.42x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
Moderate-high; ~$500M+ debt load means 200bps rate rise adds ~$10M annual interest expense, compressing already thin free cash flow margins
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 oilfield services concentration (Halliburton/SLB duopoly) and Midland/Cushing pipeline egress capacity constraints
Inferred
Agent_Inference
international_expansion_readiness
null
Inferred
Agent_Inference
geographic_footprint
100% domestic Permian Basin operations; zero sovereign currency devaluation exposure across international revenue markets
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
High; oilfield services (drilling, completions) concentrated among 2-3 major providers; pipeline takeaway tied to ~2 midstream counterparties representing critical non-substitutable capacity
Inferred
Agent_Inference
business_model_type_primary
Not applicable; Riley is an E&P company with no material cloud infrastructure dependency—operations run on SCADA/field systems, not AWS/GCP/Azure
Inferred
Agent_Inference
business_model_type_secondary
null
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; no significant software API dependencies; operational exposure is to physical midstream contracts and oilfield service agreements
Inferred
Agent_Inference
howey_test_risk_index
Low; revenue from oil and gas commodity sales, a clearly non-securities-based model; equity shares are standard registered securities, not Howey-test-relevant instruments
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Minimal; operates exclusively in US Permian Basin with no material consumer data collection; GDPR inapplicable, CCPA exposure negligible
Inferred
Agent_Inference
antitrust_exposure_flag
Low; Riley is a price-taking E&P operator with sub-1% Permian market share; no pricing power or market-concentration antitrust risk
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
~100% transactional; oil, NGL, and natural gas spot and short-term contract sales with no recurring subscription revenue
Inferred
Agent_Inference
monetization_vector
Commodity volume sales (barrels of oil equivalent) priced at prevailing WTI/Henry Hub benchmarks, net of gathering and transportation deductions
Inferred
Agent_Inference
pricing_architecture
Price-taker architecture; WTI benchmark minus Midland differential (~$0-3/bbl) sets realized price; hedging program (collars/swaps) partially floors ~40-60% of production
Inferred
Agent_Inference
pricing_power_rating
Zero independent pricing power; realized prices entirely market-determined; hedging provides temporary downside protection only
Inferred
Agent_Inference
target_gross_margin_bracket
Lease operating expense ~$8-12/BOE; at $70 WTI gross margin ~55-65%; compresses sharply below $50 WTI
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider risk; physical commodity sales have no public-good or free-rider dynamics; customer churn irrelevant in spot commodity markets
Inferred
Agent_Inference
headcount_cost_structure
Sublinear; production growth via well additions requires minimal incremental G&A headcount; field operations largely outsourced to oilfield service contractors
Inferred
Agent_Inference
marginal_cost_of_growth
Capital-intensive but headcount-sublinear; doubling production requires ~$300-500M incremental D&C capex but <20% headcount increase
Inferred
Agent_Inference
franchise_compliance_risk
null
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale (~200,000+ BOE/d), midstream takeaway and downstream refinery off-take concentration risk intensifies; unit economics remain commodity-price-dependent
Inferred
Agent_Inference
network_effect_present
None; oil and gas production has no network effects; value is purely volumetric and price-based
Inferred
Agent_Inference
asset_efficiency_ratio
17.9% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Low resilience; oil demand falls 1-3% in recessions, WTI can drop 30-50%, directly crushing revenue and potentially triggering covenant breaches
Inferred
Agent_Inference
customer_segment_primary
Commodity purchasers (refiners, midstream marketers); top 2-3 purchasers likely represent 70-90% of revenue, creating meaningful concentration risk
Inferred
Agent_Inference
customer_segment_secondary
NGL and natural gas purchasers/processors in Permian Basin; secondary segment subject to same midstream counterparty concentration as crude
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
0.0% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001001614
High
SEC-EDGAR
ticker
REPX
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_01FAIL2026-07-201 authored question(s) unanswerable — e.g. QBANK_VENDOR_002
SKILL_MACRO_STRAT_01FAIL2026-07-201 authored question(s) unanswerable — e.g. QBANK_MACRO_003 n
SKILL_OPS_PARTNER_01FAIL2026-07-201 authored question(s) unanswerable — e.g. QBANK_OPS_002 nee

Live Status

No Live Status block found.