Vital Energy Inc.
12375c26-1c48-4e07-848b-7c60cc91b757
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-21T10:16:30.399000+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-036 Product to Capability WHAT High
Direct: revenue_model_type=~100% transactional; revenue tied to spot/hedged commodity prices with no subscription or multi-year contract recurring base
SG-049
Subscription
VALUE High

Hybrid Combination

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

55 Archetypes Evaluated High: 2 Medium: 18 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt ~$3.8B, Debt/EBITDA ~2.0x; 20% EBITDA decline raises leverage to ~2.5x, near covenant stress thresholds
Inferred
Agent_Inference
interest_rate_sensitivity
~70% fixed-rate debt limits near-term exposure; 20% rate rise adds ~$30-50M annual interest on floating tranches
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; Midland/Delaware Basin pipeline takeaway capacity as primary chokepoints
Inferred
Agent_Inference
international_expansion_readiness
Effectively zero; Vital Energy operates exclusively in US Permian Basin with no material international revenue exposure
Inferred
Agent_Inference
geographic_footprint
100% US domestic Permian Basin operations; no sovereign currency devaluation risk from international 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
Oilfield services concentrated among SLB, HAL, BKR; no single vendor exceeds 30% but switching costs are moderate in tight markets
Inferred
Agent_Inference
business_model_type_primary
Upstream E&P; minimal cloud dependency — operational disruption would be moderate, field operations unaffected by cloud termination
Inferred
Agent_Inference
business_model_type_secondary
Physical asset-intensive hydrocarbon extraction; cloud used for back-office/analytics, not core production workflows
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; uses standard industry software (Quorum, Enverus); no proprietary platform lock-in identified
Inferred
Agent_Inference
howey_test_risk_index
Low Howey risk; revenue from crude oil/NGL/gas commodity sales — clearly not a securities offering under standard analysis
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Minimal GDPR/CCPA exposure; B2B commodity seller with limited consumer personal data collection or cross-border data flows
Inferred
Agent_Inference
antitrust_exposure_flag
Low antitrust risk; sub-2% Permian market share; recent acquisitions (Earthstone, Forge) reviewed but cleared without conditions
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; revenue tied to spot/hedged commodity prices with no subscription or multi-year contract recurring base
Inferred
Agent_Inference
monetization_vector
Commodity price realization per BOE (oil, NGL, gas); hedging program partially floors ~40-50% of production volumes
Inferred
Agent_Inference
pricing_architecture
Commodity price-taker; WTI/Henry Hub benchmarks drive revenue — no pricing power architecture, differentials key stress variable
Inferred
Agent_Inference
pricing_power_rating
Near-zero independent pricing power; entirely price-taking in global commodity markets; hedges provide temporary floor only
Inferred
Agent_Inference
target_gross_margin_bracket
Lease operating expense ~$12-15/BOE; at $70 WTI, field-level margins ~55-65%; highly sensitive to oil price moves
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider risk applicable; product is fungible commodity sold to refiners/marketers under short-term offtake arrangements
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth largely sublinear to headcount; production scale-up capital-intensive not labor-intensive; ~700-900 employees
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal growth driven by D&C capital ($900M-$1B annual budget), not headcount; F&D cost ~$12-16/BOE is key efficiency metric
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; no franchise model exists — wholly owned operated assets in Permian Basin
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, Permian takeaway and water disposal infrastructure become binding constraints before customer acquisition
Inferred
Agent_Inference
network_effect_present
No network effects present; oil/gas commodity business with zero demand-side economies of scale or user-base compounding
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low for core drilling ops; moderate upside from AI-driven reservoir modeling and predictive maintenance
Inferred
Agent_Inference
recession_resistance_tier
Tier 3 cyclical; revenue highly correlated with global GDP and oil demand; 2020-style recession can compress EBITDA 40-60%
Inferred
Agent_Inference
customer_segment_primary
Crude oil purchasers/refiners (Plains All American, Shell Trading) representing ~60-70% of revenue
Inferred
Agent_Inference
customer_segment_secondary
NGL processors and gas marketing counterparties; top 3 customers likely represent 50%+ of revenue — high concentration risk
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
~$900M-$1B annual D&C capex; capital reallocating toward high-return Permian Tier 1 inventory post-Earthstone integration
Inferred
Agent_Inference
sec_cik
789460
Inferred
Agent_Inference
ticker
VTLE; trading at ~3-4x EV/EBITDA, discounting high leverage, Permian execution risk, and $70 WTI price deck uncertainty
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.