General Dynamics Corporation
a6380326-b010-42c5-a2af-a0a00756b005
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T06:05:30.349526+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
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-006 Cash Machine VALUE High
Direct: debt_leverage_profile=0.32x Total Debt / Equity (Conservative). Corroborated: revenue_model_type=~75-80% recurring via multi-year DoD contracts and service agreements; ~20-25% transactional via Gulfstream aircraft deliveries and commercial parts
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Cash Machine (SG-006) VALUE provides the core structure, combined with Product to Capability (SG-036) + Subscription (SG-049) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 3 Medium: 15 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.32x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
Low-moderate; ~$10B long-term debt at mostly fixed rates; 20bps rise adds ~$20M annual interest expense, manageable given $3B+ operating cash flow
Inferred
Agent_Inference
geopolitical_supply_exposure
Medium intensity; US-China trade tariffs on metals and components disrupt supply chains.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
Taiwan/East Asia semiconductor fabrication and rare-earth minerals from China-controlled sources for electronics and propulsion systems
Inferred
Agent_Inference
international_expansion_readiness
Moderate exposure; UK pound, Canadian dollar, Australian dollar are top FX risks; ~20% of revenue is international, partially hedged via multi-year contracts
Inferred
Agent_Inference
geographic_footprint
UK (~5% revenue), Canada (~4%), Australia (~3%) represent top non-USD markets; currency devaluation risk partially offset by local-cost matching and USD-denominated contracts
Inferred
Agent_Inference
commodity_exposure_profile
Medium intensity; commodities: Steel, Aluminum, Copper, Crude Oil (fuel), Rare Earth Elements, Plastics/Resins; geopolitical: US-China trade tariffs on metals and components disrupt supply chains.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
No single commercial vendor exceeds 30% of input costs; U.S. government as monopsony buyer is the real concentration risk, not a supplier
Inferred
Agent_Inference
business_model_type_primary
Minimal cloud disruption risk; core defense systems run on classified on-premise networks and government-controlled infrastructure, not commercial cloud
Inferred
Agent_Inference
business_model_type_secondary
Gulfstream business aviation segment has moderate commercial cloud dependency for design tools and customer services but remains largely operational
Inferred
Agent_Inference
switching_cost_profile
Negligible API coupling risk; proprietary defense systems use classified government-standard protocols; no material third-party API dependencies in core revenue
Inferred
Agent_Inference
howey_test_risk_index
Near-zero Howey Test risk; revenue model is B2G/B2B product and service delivery under FAR-regulated contracts, not investment contracts
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate GDPR exposure via UK/EU defense contracts; CCPA limited; primary data handled under DFARS/ITAR classified regimes superseding commercial privacy law
Inferred
Agent_Inference
antitrust_exposure_flag
Moderate; dominant in submarines (Virginia-class) and Gulfstream large-cabin jets; DoJ monitors defense consolidation but duopoly structure with Huntington Ingalls is accepted
Inferred
Agent_Inference
regulatory_exposure_profile
Medium burden; regimes: FAA, DOT, OSHA, EPA, ITAR, FTC; Export controls and defense procurement rules create contract concentration risk.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
~75-80% recurring via multi-year DoD contracts and service agreements; ~20-25% transactional via Gulfstream aircraft deliveries and commercial parts
Inferred
Agent_Inference
monetization_vector
Primary: long-term cost-plus and fixed-price government contracts; Secondary: Gulfstream aircraft sales and aftermarket maintenance/services
Inferred
Agent_Inference
pricing_architecture
Cost-plus contracts insulate margins on R&D-heavy programs; fixed-price contracts on mature programs (e.g., Stryker) compress margins if input costs spike
Inferred
Agent_Inference
pricing_power_rating
High on sole-source defense programs; moderate on competitive bids; Gulfstream commands premium pricing with 12-18 month backlogs supporting 8-10% price escalation
Inferred
Agent_Inference
target_gross_margin_bracket
Consolidated gross margin ~15-17%; Aerospace (Gulfstream) ~20%+; Combat Systems ~13-15%; Marine ~8-10%; Technologies ~10-12%
Inferred
Agent_Inference
churn_vulnerability_index
Negligible free-rider risk; classified systems and proprietary MRO lock customers; no open-platform exposure; program cancellation is the primary churn analog
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is headcount-sublinear in Technologies segment but largely linear in shipbuilding and manufacturing; overall ~85,000 employees scales with program volume
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost of revenue growth is capital- and labor-intensive in Marine/Combat; higher software content in IT services allows modest sublinear scaling
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; GD operates no franchise network
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC economics are irrelevant; new program wins depend on $500M+ bid cycles, not marketing spend; barrier is technical qualification and congressional authorization
Inferred
Agent_Inference
network_effect_present
Weak traditional network effects; switching costs and installed-base lock-in (not network effects) are the durable moat; each platform creates a captive MRO ecosystem
Inferred
Agent_Inference
asset_efficiency_ratio
8.9% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Tier 1 recession-resistant; ~70% DoD-funded revenue is legislatively appropriated; Gulfstream is cyclical but backlog provides 2-year revenue visibility even in downturns
Inferred
Agent_Inference
customer_segment_primary
U.S. Department of Defense (~65% of revenue); high concentration risk but mitigated by bipartisan defense budget support and multi-decade program lifecycles
Inferred
Agent_Inference
customer_segment_secondary
Allied foreign governments (~15%) and high-net-worth/corporate Gulfstream buyers (~15%); foreign military sales subject to State Dept. approval and geopolitical 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", "23-0000 Legal Occupations", "33-0000 Protective Service Occupations", "37-0000 Building and Grounds Cleaning and Maintenance 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", "51-0000 Production Occupations", "53-0000 Transportation and Material Moving Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.3 (HIL — ~30% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
2.2% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0000040533
High
SEC-EDGAR
ticker
GD
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_03PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-23no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-23no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.