Madison Air Solutions Corp
4c859ce3e92145a88d0b81d9132bc99d
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-22T18:31:13.336067+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
consumer_acquisition_channel
null
Inferred
Pending — BM Dev Shop classification run
brand_loyalty_index
null
Inferred
Pending — BM Dev Shop classification run
impulse_vs_considered_purchase
null
Inferred
Pending — BM Dev Shop classification run
retail_distribution_reach
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-049 Subscription VALUE High
Direct: monetization_vector contains [Primary monetization via equipment margins and installation labor; secondary via recurring service/maintenance contracts; financing/leasing arrangements emerging vector]; revenue_model_type=Estimated 25-35% recurring (service contracts, maintenance agreements); 65-75% transactional (equipment sales, project installs); recurring base underdeveloped versus peers
SG-037
Product as a Service
VALUE High
SG-024
Lock-in
WHO High
SG-036
Product to Capability
WHAT High

Hybrid Combination

Subscription (SG-049) VALUE provides the core structure, combined with Product as a Service (SG-037) + Lock-in (SG-024) + Product to Capability (SG-036) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 4 Medium: 17 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Mid-market HVAC distributor; estimated net debt/EBITDA ~2.5-3.5x; 20% rate rise adds ~$1.5-3M annual interest burden assuming $15-25M variable debt
Inferred
Agent_Inference
interest_rate_sensitivity
Moderate sensitivity; floating-rate credit facilities typical for sector; 20% rate increase compresses net margins ~1-2 percentage points on estimated revenue base
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
Chinese compressor/refrigerant manufacturing (Guangdong province) and Taiwan semiconductor inputs for smart HVAC controls represent top two chokepoints
Inferred
Agent_Inference
international_expansion_readiness
Primarily domestic US operations; limited international revenue exposure; sovereign currency devaluation risk assessed as low/minimal at this stage
Inferred
Agent_Inference
geographic_footprint
Predominantly US-based revenue; Southeast and Sunbelt regional concentration; international markets represent estimated <5% of revenue with minimal forex exposure
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
High dependency on 1-2 major compressor OEMs (Carrier, Lennox, or Trane); single-supplier concentration likely exceeds 35% of COGS; substitution timeline 6-12 months
Inferred
Agent_Inference
business_model_type_primary
Product distribution and installation; cloud dependency low; 30-day cloud termination causes operational disruption but not existential failure given physical-product core
Inferred
Agent_Inference
business_model_type_secondary
Service/maintenance contracts supplement product sales; cloud-based scheduling/dispatch software disruption recoverable within 30-60 days via alternative SaaS platforms
Inferred
Agent_Inference
switching_cost_profile
Low-to-moderate API coupling risk; ERP and field-service management APIs (ServiceTitan, Salesforce) are replaceable; no proprietary API moat identified
Inferred
Agent_Inference
howey_test_risk_index
Minimal Howey Test risk; revenue model is product/service sales not investment contracts; no token, profit-sharing, or passive-return structure present
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Low GDPR exposure given US-centric operations; CCPA applies to California customer data; estimated compliance cost <$200K annually; no material regulatory gap identified
Inferred
Agent_Inference
antitrust_exposure_flag
Low antitrust risk; fragmented HVAC distribution market with many regional competitors; no dominant market share position warranting regulatory scrutiny
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
Estimated 25-35% recurring (service contracts, maintenance agreements); 65-75% transactional (equipment sales, project installs); recurring base underdeveloped versus peers
Inferred
Agent_Inference
monetization_vector
Primary monetization via equipment margins and installation labor; secondary via recurring service/maintenance contracts; financing/leasing arrangements emerging vector
Inferred
Agent_Inference
pricing_architecture
Cost-plus pricing on equipment with 20-35% gross margin; labor-rate pricing on services; limited dynamic pricing capability; vulnerable to commodity/refrigerant cost spikes
Inferred
Agent_Inference
pricing_power_rating
Moderate; brand differentiation limited in distribution; pricing power supported by technician scarcity and local market relationships; rated 5.5/10
Inferred
Agent_Inference
target_gross_margin_bracket
Estimated gross margin 28-38%; equipment distribution at lower end (~25%), service/maintenance at higher end (~45-55%); blended target ~32-36%
Inferred
Agent_Inference
churn_vulnerability_index
Low free-rider risk; service contracts require payment; moderate churn risk on maintenance agreements (~15-25% annual) due to price competition from independent technicians
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is largely headcount-linear; technician hiring required for each incremental service revenue dollar; dispatchers and project managers scale at ~0.7x revenue growth rate
Inferred
Agent_Inference
marginal_cost_of_growth
High marginal cost of growth; field technician recruitment, training, and vehicle costs ~$80-120K per incremental technician; software-enabled efficiency gains limited to ~15-20%
Inferred
Agent_Inference
franchise_compliance_risk
If franchise model present, compliance drift risk is moderate; geographically dispersed technicians create quality-control and licensing compliance exposure across multiple state jurisdictions
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC likely rises significantly; current local referral/reputation model does not scale linearly; digital marketing and national sales force investment required
Inferred
Agent_Inference
network_effect_present
No meaningful network effects present; business is local-service model; customer density creates minor routing efficiency but not defensible network-effect moat
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low-to-moderate near-term; diagnostic AI and scheduling optimization could reduce technician hours ~10-15% by 2027; physical installation remains human-dependent
Inferred
Agent_Inference
recession_resistance_tier
Tier 2 recession resilience; HVAC repair/maintenance is semi-essential; replacement/installation projects discretionary and decline ~20-30% in deep recessions; service contracts more stable
Inferred
Agent_Inference
customer_segment_primary
Residential homeowners (~50-60% of revenue); moderate concentration risk with no single customer >2% of revenue; cyclical exposure to housing market
Inferred
Agent_Inference
customer_segment_secondary
Commercial property managers and light industrial (~30-40% of revenue); contract-based relationships reduce churn; exposure to commercial real estate cycle
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
Capital allocation skewed toward legacy fleet/equipment maintenance (~60%) vs future-state (smart HVAC, IoT diagnostics ~20%, digital systems ~20%); modernization underfunded
Inferred
Agent_Inference
sec_cik
0002098430
High
SEC-EDGAR
ticker
MAIR
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_03PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-22no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.