Ingersoll Rand Inc.
e13d67b7d6d64de6b588b82b13e0a095
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-24T23:16:54.319028+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
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

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=~35-40% recurring via aftermarket parts, service contracts, and subscription monitoring; ~60-65% transactional equipment sales; recurring mix growing ~200bps annually. Corroborated: business_model_type_primary=Primarily industrial equipment manufacturer and aftermarket service provider; cloud infrastructure termination would disrupt ERP and IoT platforms but not core manufacturing operations
SG-006
Cash Machine
VALUE High
SG-010
Digitization
WHAT High
SG-025
Long Tail
WHAT High
SG-026
Make-to-Order
HOW High
SG-033
Peer-to-Peer
HOW High
SG-053
Two-sided Market
HOW High

Hybrid Combination

Product to Capability (SG-036) WHAT provides the core structure, combined with Cash Machine (SG-006) + Digitization (SG-010) + Long Tail (SG-025) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 9 Medium: 18 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.28x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
20bps rate rise adds ~$15-20M annual interest expense on ~$7B variable-rate debt; EBITDA coverage remains comfortable at ~8x but leverage at 2.5x warrants monitoring
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/China semiconductor components for precision controls; European steel and castings concentrated in Germany and Eastern Europe
Inferred
Agent_Inference
international_expansion_readiness
EUR (~25% of revenue), CNY (~10%), INR (~5%) exposure; EUR/USD and CNY devaluation pose greatest P&L translation risk given margin sensitivity
Inferred
Agent_Inference
geographic_footprint
EUR depreciation 10% vs USD reduces reported revenue ~$300M; CNY weakness adds sourcing cost offset; INR exposure modest but growing in service segment
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; diversified across steel, castings, and electronics vendors, though specialty compressor component suppliers have moderate switching friction
Inferred
Agent_Inference
business_model_type_primary
Primarily industrial equipment manufacturer and aftermarket service provider; cloud infrastructure termination would disrupt ERP and IoT platforms but not core manufacturing operations
Inferred
Agent_Inference
business_model_type_secondary
Secondary digital/connected equipment services (Club Car telematics, compressor monitoring) face 6-12 month recovery disruption if cloud provider terminated with 30 days notice
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; proprietary IntelliSuite and Club Car Connect platforms use standard AWS/Azure integrations; no single API provider creates existential dependency
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test; revenue derived from manufacturing, equipment sales, and service contracts — no passive investment return expectation; negligible securities classification risk
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate GDPR exposure via European industrial IoT and service data; CCPA exposure limited; compliance infrastructure in place but cross-border data transfer rules create ongoing legal overhead
Inferred
Agent_Inference
antitrust_exposure_flag
Moderate; dominant positions in portable air compressors and golf carts (Club Car) attract scrutiny; 2020 Gardner Denver merger reviewed; no active DOJ/FTC proceedings as of 2024
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
~35-40% recurring via aftermarket parts, service contracts, and subscription monitoring; ~60-65% transactional equipment sales; recurring mix growing ~200bps annually
Inferred
Agent_Inference
monetization_vector
Primary: capital equipment sales; secondary: high-margin aftermarket parts and services (~45% gross margin vs ~30% for new equipment)
Inferred
Agent_Inference
pricing_architecture
Cost-plus with list-price escalators tied to steel/energy indices; demonstrated 5-8% annual price realization 2021-2023; at-risk if raw material deflation removes inflationary cover
Inferred
Agent_Inference
pricing_power_rating
7/10; strong brand and installed base support pricing above inflation; aftermarket parts pricing near-monopolistic on proprietary platforms; commoditized product lines face price competition
Inferred
Agent_Inference
target_gross_margin_bracket
43.6% Gross Margin (Strong (40-60%))
High
SEC-XBRL
churn_vulnerability_index
Minimal free-rider problem; aftermarket parts and service tied to proprietary equipment; third-party aftermarket parts exist but represent <15% of serviceable market
Inferred
Agent_Inference
headcount_cost_structure
Sublinear; manufacturing automation investments and lean operations mean revenue can grow 2x with ~1.3x headcount; service segment more linear but offset by digital diagnostics
Inferred
Agent_Inference
marginal_cost_of_growth
Low marginal cost in aftermarket/services segment; new equipment growth requires modest capex; incremental EBITDA margin on aftermarket ~55-60% vs blended ~24%
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; Ingersoll Rand operates direct distribution and dealer networks, not franchise model; dealer compliance risk is low and managed through contractual agreements
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC efficiency improves via brand leverage; however, industrial sales cycles (6-18 months) and direct sales force model create headcount constraints on acquisition velocity
Inferred
Agent_Inference
network_effect_present
Weak direct network effects; installed base creates data-driven product improvement loop (indirect effect); Club Car fleet management has nascent platform effects; not defensively durable
Inferred
Agent_Inference
asset_efficiency_ratio
2.8% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Tier 3 (moderate cyclicality); industrial capex cuts 15-25% in recessions; partially offset by aftermarket resilience as customers repair rather than replace equipment in downturns
Inferred
Agent_Inference
customer_segment_primary
Industrial and manufacturing enterprises (compressors, tools); no single customer exceeds ~3% of revenue; highly diversified across 150+ countries
Inferred
Agent_Inference
customer_segment_secondary
Golf and leisure vehicle operators (Club Car); municipal and resort concentration adds modest cyclical risk; segment ~15% of 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
Capex ~2-2.5% of revenue; incremental investment shifting toward digital/IoT platforms and automation; legacy asset-heavy manufacturing capex declining as mix shifts to higher-margin service
Inferred
Agent_Inference
sec_cik
0001699150
High
SEC-EDGAR
ticker
IR
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_03PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-24no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.