Retrieve Medical Holdings, Inc.
e8552217235d46f5aa321d7ec502f5f4
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T20:31:11.437548+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-006 Cash Machine VALUE High
Direct: debt_leverage_profile=Small medical device holding company; likely modest debt load with conservative leverage; 20% rate rise would modestly increase interest expense but unlikely to breach covenants. Corroborated: revenue_model_type=Primarily transactional device sales per procedure or per unit; recurring revenue modest unless consumable or per-use pricing model is established
SG-024
Lock-in
WHO High
SG-040
Razor and Blade
VALUE High
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 Lock-in (SG-024) + Razor and Blade (SG-040) + Product to Capability (SG-036) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 5 Medium: 17 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Small medical device holding company; likely modest debt load with conservative leverage; 20% rate rise would modestly increase interest expense but unlikely to breach covenants
Inferred
Agent_Inference
interest_rate_sensitivity
Low-to-moderate sensitivity; if primarily equity-funded early-stage, rate increases compress valuation multiples more than cash interest burden
Inferred
Agent_Inference
geopolitical_supply_exposure
Low intensity; China and India supply >60% of global API inputs, creating concentration risk.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
Medical-grade polymers and metals from Southeast Asian manufacturers; semiconductor components for device electronics sourced via Taiwan/South Korea corridor
Inferred
Agent_Inference
international_expansion_readiness
Primarily US-focused medical device company; limited international revenue exposure; sovereign currency devaluation risk is minimal at current stage
Inferred
Agent_Inference
geographic_footprint
Predominantly US domestic revenue; international footprint nascent; currency devaluation exposure to EUR and CAD if any cross-border hospital sales exist
Inferred
Agent_Inference
commodity_exposure_profile
Low intensity; commodities: Active Pharmaceutical Ingredients, Rare Earth Elements, Natural Gas (energy), Plastics/Resins, Ethanol, Packaging Materials; geopolitical: China and India supply >60% of global API inputs, creating concentration risk.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
Contract manufacturers for proprietary retrieval device components likely represent high single-source dependency; substitution would require FDA 510(k) re-filing
Inferred
Agent_Inference
business_model_type_primary
Medical device hardware sales model; cloud infrastructure dependency is low; disruption manageable within 30 days via alternative hosting or on-premise transition
Inferred
Agent_Inference
business_model_type_secondary
Secondary software or data analytics layer, if present, faces moderate disruption risk; core device business is hardware-physical and cloud-independent
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; device-centric business with minimal third-party API dependencies in core revenue-generating operations
Inferred
Agent_Inference
howey_test_risk_index
Revenue model is product sales of FDA-cleared medical devices; fails Howey Test on 'expectation of profits from others' — negligible securities classification risk
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Limited patient data handling expected; if device integrates with hospital EMR systems, HIPAA is primary exposure; GDPR/CCPA risk is low given US-centric focus
Inferred
Agent_Inference
antitrust_exposure_flag
Niche medical device retrieval market; low market share suggests minimal antitrust scrutiny; no dominant position identified in relevant product category
Inferred
Agent_Inference
regulatory_exposure_profile
Very High burden; regimes: FDA, CMS, HHS, HIPAA, EMA, OIG; Drug pricing legislation and approval delays directly compress revenue visibility.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
Primarily transactional device sales per procedure or per unit; recurring revenue modest unless consumable or per-use pricing model is established
Inferred
Agent_Inference
monetization_vector
Per-unit device sales to hospitals and surgical centers; potential consumables attach rate per procedure as secondary monetization vector
Inferred
Agent_Inference
pricing_architecture
Cost-plus or competitive parity pricing against incumbent retrieval device makers; pricing power constrained by hospital GPO contract structures and reimbursement caps
Inferred
Agent_Inference
pricing_power_rating
Moderate-low; GPO and IDN purchasing frameworks limit independent pricing power; clinical differentiation needed to command premium over commodity alternatives
Inferred
Agent_Inference
target_gross_margin_bracket
Medical device hardware gross margins typically 55–70%; assuming contract manufacturing, target bracket estimated at 55–65% at scale
Inferred
Agent_Inference
churn_vulnerability_index
No significant free-rider leakage risk; physical device purchase required per use; clinical adoption stickiness once trained surgical staff embedded in workflow
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is largely headcount-sublinear at scale; sales force and clinical specialists scale with territory expansion but manufacturing scales via contract partner
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost of growth driven by sales rep additions and manufacturing volume; not purely variable but sublinear — doubling revenue requires ~40–60% headcount increase
Inferred
Agent_Inference
franchise_compliance_risk
null
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC likely decreases via GPO channel leverage and brand recognition; sales rep productivity improves; unit economics strengthen with volume manufacturing discounts
Inferred
Agent_Inference
network_effect_present
Minimal direct network effects; indirect effect possible if clinical outcome data accumulates and creates evidence-based switching barriers for competing devices
Inferred
Agent_Inference
asset_efficiency_ratio
-67.4% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Moderate-high resilience; elective procedures may defer in recession but urgent/emergency retrieval procedures (foreign body, thrombus) are non-deferrable
Inferred
Agent_Inference
customer_segment_primary
Hospitals and acute care surgical centers; concentration risk elevated if top 5 IDN accounts represent outsized share of early revenue
Inferred
Agent_Inference
customer_segment_secondary
Interventional radiologists and vascular surgeons as clinical champions; GPO membership of hospital customers creates indirect concentration via contracting vehicles
Inferred
Agent_Inference
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "19-0000 Life, Physical, and Social Science Occupations", "21-0000 Community and Social Service Occupations", "23-0000 Legal Occupations", "29-0000 Healthcare Practitioners and Technical Occupations", "31-0000 Healthcare Support Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "51-0000 Production Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.32 (HIL — ~32% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
Capital allocation focused on FDA clearance pipeline, clinical study funding, and sales force buildout — future-state investment; limited legacy infrastructure drag
Inferred
Agent_Inference
sec_cik
0001452804
High
SEC-EDGAR
ticker
RMHI
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_01FAIL2026-07-231 authored question(s) unanswerable — e.g. QBANK_OPS_002 nee

Live Status

No Live Status block found.