NeuroPace Inc
5312557e391444bb817879d658d17321
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T17:55:09.815895+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-049 Subscription VALUE High
Direct: monetization_vector contains [Hardware implant sale + periodic pulse generator replacement cycle (5-7 years) + patient data management platform subscription emerging as secondary vector]; revenue_model_type=~70% transactional (device implant sales), ~30% recurring (replacement generators, remote monitoring subscriptions); recurring component growing slowly
SG-009
Customer Loyalty
WHO High
SG-014
Flat Rate
VALUE High
SG-037
Product as a Service
VALUE High
SG-006
Cash Machine
VALUE High
SG-010
Digitization
WHAT High
SG-025
Long Tail
WHAT High

Hybrid Combination

Subscription (SG-049) VALUE provides the core structure, combined with Customer Loyalty (SG-009) + Flat Rate (SG-014) + Product as a Service (SG-037) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 11 Medium: 13 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.00x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
Moderate; NeuroPace carries ~$50M debt; 200bps rate rise increases annual interest ~$1M, manageable but pressures thin operating margins
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
Semiconductor components (Taiwan/TSMC ecosystem) and precision medical device subassemblers concentrated in Asia-Pacific represent primary chokepoints
Inferred
Agent_Inference
international_expansion_readiness
Minimal international revenue (<5% of total); negligible sovereign currency devaluation exposure; company is predominantly US-focused
Inferred
Agent_Inference
geographic_footprint
~95% US revenue; minimal EUR/GBP/JPY exposure; currency devaluation risk effectively immaterial to near-term financials
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
High; custom ASIC and implantable neurostimulator components likely sourced from 1-2 specialized suppliers representing non-substitutable critical inputs
Inferred
Agent_Inference
business_model_type_primary
Cloud disruption risk is low-moderate; core RNS System device data platform could face 60-90 day migration disruption but patient therapy delivery is hardware-dependent
Inferred
Agent_Inference
business_model_type_secondary
Medical device hardware company with emerging data/software layer; cloud termination affects MyDayTM app and remote monitoring but not core implant therapy
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; proprietary closed-loop system with minimal third-party API dependencies; patient data ecosystem is internally controlled
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test; revenue from FDA-regulated medical device sales and implant procedures; no investment contract, profit-sharing, or speculative instrument involved
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate HIPAA exposure primary; CCPA applicable to California patients; GDPR immaterial given negligible EU operations; PHI handling requires robust BAA compliance
Inferred
Agent_Inference
antitrust_exposure_flag
Low; niche market with small revenue base (~$60M); RNS System faces competition from LivaNova VNS and DBS therapies; no dominant market position triggers scrutiny
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
~70% transactional (device implant sales), ~30% recurring (replacement generators, remote monitoring subscriptions); recurring component growing slowly
Inferred
Agent_Inference
monetization_vector
Hardware implant sale + periodic pulse generator replacement cycle (5-7 years) + patient data management platform subscription emerging as secondary vector
Inferred
Agent_Inference
pricing_architecture
ASP ~$35,000-$40,000 per RNS System; pricing protected by CPT reimbursement codes; insurance coverage gaps in Medicaid represent stress vulnerability
Inferred
Agent_Inference
pricing_power_rating
Moderate-high; only FDA-approved closed-loop responsive neurostimulation device; reimbursement-anchored pricing limits both upside and downside flexibility
Inferred
Agent_Inference
target_gross_margin_bracket
77.2% Gross Margin (Premium (>60%))
High
SEC-XBRL
churn_vulnerability_index
No free-rider problem; implanted device creates permanent patient dependency; physician loyalty risk exists if competitor achieves superior clinical outcomes
Inferred
Agent_Inference
headcount_cost_structure
Headcount-sublinear for device scaling; manufacturing scales with contract partners; however, field clinical specialist headcount scales near-linearly with new implant volume
Inferred
Agent_Inference
marginal_cost_of_growth
Moderate marginal cost; 2x revenue requires ~1.5x headcount given field clinical support model; gross margins ~65% suggest meaningful operating leverage potential
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; NeuroPace operates direct sales model, not a franchise structure
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC likely compresses as epilepsy center penetration deepens; current ~500 epilepsy centers addressable; TAM constraints emerge before CAC becomes problematic
Inferred
Agent_Inference
network_effect_present
Weak network effects; larger patient dataset improves seizure detection algorithms creating data moat, but physician adoption is not network-dependent
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low near-term; RNS algorithm improvement is AI-enhanced not AI-replaced; FDA regulatory pathway protects against rapid AI-native competitor entry
Inferred
Agent_Inference
recession_resistance_tier
Tier 2 moderate resilience; drug-resistant epilepsy is serious chronic condition but elective implant timing deferred during economic stress; reimbursement dependency adds risk
Inferred
Agent_Inference
customer_segment_primary
Comprehensive epilepsy centers and neurosurgeons treating drug-resistant focal epilepsy patients; ~500 US centers represent primary institutional customer base
Inferred
Agent_Inference
customer_segment_secondary
Drug-resistant epilepsy patients (estimated 1.2M US addressable); secondary payer customers include Medicare, Medicaid, and commercial insurers controlling reimbursement access
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
0.3% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001528287
High
SEC-EDGAR
ticker
NPCE
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.