debt_leverage_profile
0.00x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
Low-to-moderate sensitivity; debt levels reduced post-Puerto Rico windfall; 200bps rate rise adds ~$2-4M annual interest cost on remaining credit facility
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 equipment sourcing and Puerto Rico logistics corridor (hurricane reconstruction dependency creates single-corridor risk)
Inferred
Agent_Inference
international_expansion_readiness
Primary international exposure is Puerto Rico (USD-denominated territory); minimal sovereign FX devaluation risk as USD is functional currency
Inferred
Agent_Inference
geographic_footprint
Operations concentrated in US (Oklahoma, Texas) and Puerto Rico; Puerto Rico uses USD, eliminating FX devaluation risk in top revenue market
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
PREPA (Puerto Rico Electric Power Authority) represented majority of 2017-2019 revenue; single-customer dependency exceeded 70% at peak, creating non-substitutable lock-in
Inferred
Agent_Inference
business_model_type_primary
Asset-heavy oilfield services and infrastructure construction; minimal cloud infrastructure dependency; operations are field-based, not cloud-native
Inferred
Agent_Inference
business_model_type_secondary
Secondary construction/contracting business similarly field-based; AWS/GCP/Azure termination would cause administrative disruption only, not operational failure
Inferred
Agent_Inference
switching_cost_profile
Negligible API coupling risk; company operates physical oilfield services with minimal software API dependencies; switching cost driven by equipment and crew relationships
Inferred
Agent_Inference
howey_test_risk_index
Revenue from oilfield services and construction contracts; fails Howey Test — no investment contract, no expectation of profits from others' efforts; securities risk is near zero
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Minimal GDPR/CCPA exposure; B2B oilfield services company handles limited personal data; no consumer-facing digital products requiring robust privacy compliance
Inferred
Agent_Inference
antitrust_exposure_flag
Low antitrust risk; fragmented oilfield services market with large competitors (Halliburton, SLB); Puerto Rico contract drew Congressional scrutiny but not DOJ antitrust action
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 (~85-90%); project-based and spot contracts dominate; limited recurring retainer revenue; multi-year utility contracts are exception not norm
Inferred
Agent_Inference
monetization_vector
Project and contract billing for well services, infrastructure construction, and sand supply; revenue tied to discrete deliverables rather than subscription or usage-based recurring streams
Inferred
Agent_Inference
pricing_architecture
Cost-plus and competitive-bid pricing in oilfield services; Puerto Rico contracts were time-and-materials; pricing vulnerable to commodity input cost inflation and competitive underbidding
Inferred
Agent_Inference
pricing_power_rating
Weak to moderate; price-taker in competitive oilfield services market; Puerto Rico emergency contracts provided temporary pricing power that has since normalized
Inferred
Agent_Inference
target_gross_margin_bracket
Historical gross margins 20-35% in services; sand segment margins compressed by oversupply; blended target gross margin bracket approximately 20-30%
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider problem; physical services with clear deliverables; high churn vulnerability due to project-based model — revenue resets each contract cycle with no captive base
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is largely headcount-linear; field services require proportional labor scaling; crew-intensive operations limit sublinear scaling; doubling revenue requires ~70-80% headcount increase
Inferred
Agent_Inference
marginal_cost_of_growth
High marginal cost of growth; new projects require incremental crews, equipment mobilization, and working capital; no meaningful software-style leverage in cost structure
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; Mammoth operates no franchise network
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, unit economics deteriorate due to equipment capex intensity and labor scarcity; CAC rises with geographic expansion; margins compress without volume pricing on inputs
Inferred
Agent_Inference
network_effect_present
No network effects present; oilfield services and construction are linear service businesses; additional customers do not improve value for existing customers
Inferred
Agent_Inference
asset_efficiency_ratio
-17.8% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Low recession resistance; revenue highly correlated with oil price cycles and E&P capital spending; demonstrated revenue collapse in 2020 oil downturn confirms cyclicality
Inferred
Agent_Inference
customer_segment_primary
E&P operators in Mid-Continent and Permian Basin; extreme concentration risk — top customer historically represented 30-70% of segment revenue in oilfield services
Inferred
Agent_Inference
customer_segment_secondary
Government and utility clients (PREPA Puerto Rico); concentration risk critical — single government entity drove majority of 2017-2019 total company revenue
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
159.3% CapEx / Revenue (High-CapEx Infrastructure)
High
SEC-XBRL
sec_cik
0001679268
High
SEC-EDGAR
ticker
TUSK
High
SEC-EDGAR