Cummins Inc
5c491463-429a-4bc6-96cf-ddffa7dccce7
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T10:46:58.975384+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
base_product_margin
null
Inferred
Pending — BM Dev Shop classification run
consumable_margin
null
Inferred
Pending — BM Dev Shop classification run
switching_cost_architecture
null
Inferred
Pending — BM Dev Shop classification run
consumable_repurchase_frequency
null
Inferred
Pending — BM Dev Shop classification run
blade_dependency_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=0.17x Total Debt / Equity (Conservative). Corroborated: revenue_model_type=~30-35% recurring (aftermarket parts, service contracts, extended warranties); ~65-70% transactional (new engine/equipment sales); aftermarket growing as installed base expands
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: 17 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.17x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
20bps rate rise adds ~$15-20M annual interest expense; net debt ~$3.5B at ~3.5x EBITDA; manageable but compresses FCF margin ~30-40bps
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
Strait of Malacca (rare earth/electronics from Asia) and Taiwan Strait (semiconductor components for digital engine controls)
Inferred
Agent_Inference
international_expansion_readiness
India (INR ~15% 5yr vol), China (CNY managed but devaluation risk), UK (GBP Brexit-sensitive); combined ~40% of international revenue exposed
Inferred
Agent_Inference
geographic_footprint
India, China, and UK represent top-3 international markets; INR, CNY, GBP volatility creates ~$150-250M annual FX translation exposure on ~$10B international revenue
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 supplier exceeds 30% of input costs; steel, castings, and electronics sourced from diversified base; moderate substitutability risk on turbocharger components
Inferred
Agent_Inference
business_model_type_primary
Cloud termination impact minimal; Cummins is a physical industrial manufacturer; ERP/cloud disruption would delay orders 1-2 weeks but not halt production
Inferred
Agent_Inference
business_model_type_secondary
Secondary digital aftermarket services (telematics, connected diagnostics) would be disrupted ~30 days; represents <5% revenue, recoverable via alternative providers
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; Cummins uses standard ERP (SAP) and proprietary telematics; no single platform API dependency creates existential lock-in
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test; Cummins sells physical engines and services; no investment contract, profit expectation from others' efforts, or token/security element; negligible regulatory risk
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate GDPR exposure via EU telematics/fleet data; CCPA exposure limited; estimated compliance cost ~$20-30M annually; no major enforcement history
Inferred
Agent_Inference
antitrust_exposure_flag
Moderate; ~40% diesel engine market share in North America heavy-duty trucks; DOJ settlement history (2023 $1.675B EPA/DOJ emissions fine); ongoing scrutiny plausible
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
~30-35% recurring (aftermarket parts, service contracts, extended warranties); ~65-70% transactional (new engine/equipment sales); aftermarket growing as installed base expands
Inferred
Agent_Inference
monetization_vector
Primary: engine/powertrain unit sales; Secondary: aftermarket parts and service (~$4B+); Emerging: electrolyzers and new power (~$1B target by 2030)
Inferred
Agent_Inference
pricing_architecture
Cost-plus with OEM contract pricing (multi-year); vulnerable to commodity steel/aluminum spikes; passed through with 6-12 month lag; pricing power moderate in downturns
Inferred
Agent_Inference
pricing_power_rating
6/10; strong brand and regulatory compliance moat supports pricing, but OEM customer concentration and competition from Paccar/Volvo engines limits unilateral increases
Inferred
Agent_Inference
target_gross_margin_bracket
25.3% Gross Margin (Moderate (20-40%))
High
SEC-XBRL
churn_vulnerability_index
Low free-rider risk; proprietary service networks and emissions compliance software create captive aftermarket; independent rebuilders represent ~15% leakage of service revenue
Inferred
Agent_Inference
headcount_cost_structure
Sublinear growth possible via automation and platform scale; doubling revenue would require ~60-70% headcount increase; manufacturing remains labor-intensive but engineering scales better
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost elevated for new power (hydrogen/EV) capex; traditional diesel incremental EBITDA margin ~22-25%; new power still negative margin, drag on blended economics
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; Cummins uses authorized dealer/distributor network, not franchised model; dealer compliance managed via contractual standards with moderate drift risk
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, OEM channel dominates CAC efficiency; aftermarket CAC near zero for captive base; new power segment CAC currently high (~$500-800/kW equivalent)
Inferred
Agent_Inference
network_effect_present
Weak direct network effects; installed base of 2M+ engines creates data/parts ecosystem advantage; more defensible as connected fleet telematics scales but not classic network effect
Inferred
Agent_Inference
asset_efficiency_ratio
11.7% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Tier 3 (moderate cyclicality); heavy truck demand falls 30-40% in recessions; partially offset by aftermarket resilience and defense/power gen contracts; 2009 revenue fell ~30%
Inferred
Agent_Inference
customer_segment_primary
Heavy-duty truck OEMs (PACCAR, Daimler, Navistar) ~40-45% of Engine segment revenue; top-3 OEM customers likely represent 25-35% of total company revenue
Inferred
Agent_Inference
customer_segment_secondary
Industrial/construction, marine, power generation, and defense customers; more fragmented; government/defense provides counter-cyclical buffer; ~20% of total 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", "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
3.7% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0000026172
High
SEC-EDGAR
ticker
CMI
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.