Atmus Filtration Technologies Inc.
1ed100b7cd3c44de91173e9e4e0375c9
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-26T14:11:56.229212+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

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=Approximately 60-70% recurring via long-term OEM supply agreements and aftermarket/service parts; ~30-40% transactional spot/project orders. Corroborated: business_model_type_primary=Atmus is an industrial manufacturing company with minimal cloud-native operations; AWS/GCP/Azure termination would cause ERP/IT disruption but not operational shutdown; recovery within 60-90 days
SG-053
Two-sided Market
HOW High
SG-026
Make-to-Order
HOW High
SG-049
Subscription
VALUE High

Hybrid Combination

Product to Capability (SG-036) WHAT provides the core structure, combined with Two-sided Market (SG-053) + Make-to-Order (SG-026) + Subscription (SG-049) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 4 Medium: 29 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
1.59x Total Debt / Equity (Elevated leverage)
High
SEC-XBRL
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001921963-26-000015
geopolitical_supply_exposure
Medium intensity; China's 2025 export-licensing regime on rare-earth magnets and battery-grade graphite is the live chokepoint for auto and EV production, compounded by US Section 232 tariff expansion on steel, aluminum, and copper that repriced the sector's core metal inputs in 2025-2026.
Medium
GICS-commodity-overlay-v2
supply_chain_dependency
Moderate
Medium
SEC-10K 0001921963-26-000015
international_expansion_readiness
High
Medium
SEC-10K 0001921963-26-000015
geographic_footprint
international
Medium
SEC-10K 0001921963-26-000015
commodity_exposure_profile
Medium intensity; commodities: steel, aluminum, petrochemical resins/plastics, copper, lithium and battery-grade materials (nickel, graphite), lumber, cotton; geopolitical: China's 2025 export-licensing regime on rare-earth magnets and battery-grade graphite is the live chokepoint for auto and EV production, compounded by US Section 232 tariff expansion on steel, aluminum, and copper that repriced the sector's core metal inputs in 2025-2026.
Medium
GICS-commodity-overlay-v2
vendor_lock_dependency_score
Moderate
Medium
SEC-10K 0001921963-26-000015
business_model_type_primary
manufacturer
Medium
SEC-10K 0001921963-26-000015
business_model_type_secondary
joint venture operator
Medium
SEC-10K 0001921963-26-000015
switching_cost_profile
High
Medium
SEC-10K 0001921963-26-000015
howey_test_risk_index
Low
Medium
SEC-10K 0001921963-26-000015
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate
Medium
SEC-10K 0001921963-26-000015
antitrust_exposure_flag
No
Medium
SEC-10K 0001921963-26-000015
regulatory_exposure_profile
Medium burden; regimes: FTC, CPSC, NLRB, CFPB, GDPR, SEC; Evolving consumer protection and data-privacy rules squeeze retail margins.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
product sales
Medium
SEC-10K 0001921963-26-000015
monetization_vector
unit sales
Medium
SEC-10K 0001921963-26-000015
pricing_architecture
negotiated
Medium
SEC-10K 0001921963-26-000015
pricing_power_rating
Moderate
Medium
SEC-10K 0001921963-26-000015
target_gross_margin_bracket
28.2% Gross Margin (Moderate (20-40%))
High
SEC-XBRL
churn_vulnerability_index
Moderate
Medium
SEC-10K 0001921963-26-000015
headcount_cost_structure
Linear
Medium
SEC-10K 0001921963-26-000015
marginal_cost_of_growth
Sublinear
Medium
SEC-10K 0001921963-26-000015
franchise_compliance_risk
N-A
Medium
SEC-10K 0001921963-26-000015
customer_acquisition_metric
multi-channel distribution through OEM dealers, independent distributors and retail outlets; direct relationships with major fleet customers and mining companie
Medium
SEC-10K 0001921963-26-000015
network_effect_present
Partial
Medium
SEC-10K 0001921963-26-000015
asset_efficiency_ratio
19.7% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0001921963-26-000015
customer_segment_primary
enterprise
Medium
SEC-10K 0001921963-26-000015
customer_segment_secondary
SMB
Medium
SEC-10K 0001921963-26-000015
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "23-0000 Legal Occupations", "25-0000 Educational Instruction and Library Occupations", "27-0000 Arts, Design, Entertainment, Sports, and Media Occupations", "35-0000 Food Preparation and Serving Related Occupations", "39-0000 Personal Care and Service Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support 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
0.22 (HIL — ~22% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v2
capital_expenditure_profile
3.1% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001921963
High
SEC-EDGAR
ticker
ATMU
High
SEC-EDGAR
Filings_Dog_Scope
antitrust_exposure_flag,business_model_type_primary,business_model_type_secondary,churn_vulnerability_index,customer_acquisition_metric,customer_segment_primary,customer_segment_secondary,data_sovereignty_risk,franchise_compliance_risk,geographic_footprint,geopolitical_supply_exposure,headcount_cost_structure,howey_test_risk_index,interest_rate_sensitivity,international_expansion_readiness,marginal_cost_of_growth,monetization_vector,network_effect_present,pricing_architecture,pricing_power_rating,recession_resistance_tier,regulatory_burden_tier,revenue_model_type,supply_chain_dependency,switching_cost_profile,vendor_lock_dependency_score
High
SEC-10K 0001921963-26-000015

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_03PASS2026-07-26no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-26no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-26no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-26no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-26no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.