Burning Rock Biotech Ltd
c23f95f9f3684743a7a19459323b3851
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T23:19:02.591342+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
consumption_unit_definition
null
Inferred
Pending — BM Dev Shop classification run
usage_billing_granularity
null
Inferred
Pending — BM Dev Shop classification run
overage_penalty_structure
null
Inferred
Pending — BM Dev Shop classification run
minimum_commitment_floor
null
Inferred
Pending — BM Dev Shop classification run
metered_margin_profile
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

Business Model Archetype Classification

University of St. Gallen — 55 Business Model Navigator (Gassmann et al.)

SG-049 Subscription VALUE High
Direct: monetization_vector contains [Per-test fee model for oncology NGS panels sold to hospitals and labs; emerging recurring revenue via central lab service contracts and pharmaceutical R&D partnerships.]; revenue_model_type=Predominantly transactional (~70–80% test-kit/service revenue); recurring contracts with hospitals estimated 20–30% of revenue via framework agreements.
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 Lock-in (SG-024) + Product to Capability (SG-036) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 3 Medium: 18 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net cash position; minimal long-term debt. A 20% interest rate rise has negligible P&L impact given low leverage and cash-heavy balance sheet.
Inferred
Agent_Inference
interest_rate_sensitivity
Low sensitivity; company holds substantial cash reserves (~RMB 400–600M range) with minimal debt, so rate moves affect interest income marginally.
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
1) US-China tech export controls on sequencing reagents/instruments (Illumina dependency); 2) Taiwan semiconductor supply for diagnostic device components.
Inferred
Agent_Inference
international_expansion_readiness
Overwhelmingly China-revenue (~95%+); minimal international revenue exposure. Sovereign currency devaluation risk outside China is negligible currently.
Inferred
Agent_Inference
geographic_footprint
~95% revenue from China (RMB-denominated); token international pilots in Southeast Asia and Europe represent <5% revenue, limiting FX devaluation exposure.
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: Illumina sequencing platforms represent a critical, partially non-substitutable input; estimated >30% of COGS tied to Illumina reagents and instruments.
Inferred
Agent_Inference
business_model_type_primary
On-premise and laboratory-based model; cloud termination would disrupt bioinformatics pipelines and reporting but not core wet-lab sequencing operations within ~30 days.
Inferred
Agent_Inference
business_model_type_secondary
Secondary SaaS-like software/bioinformatics layer for clinical reporting could face 30-day disruption; migration feasible within 60–90 days to alternative cloud.
Inferred
Agent_Inference
switching_cost_profile
Moderate-high API coupling risk; proprietary bioinformatics pipeline integrated into hospital LIS systems creates 6–18 month switching friction for hospital clients.
Inferred
Agent_Inference
howey_test_risk_index
Not applicable; revenue from clinical genomic testing services and kits constitutes sale of goods/services, not investment contracts. Howey Test risk is negligible.
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
High China data-localization compliance requirement (PIPL, Cybersecurity Law); GDPR exposure minimal given limited EU operations; CCPA exposure near-zero.
Inferred
Agent_Inference
antitrust_exposure_flag
Low; operates in fragmented Chinese oncology genomics market alongside Berry Genomics, Genetron. No dominant market share triggering antitrust 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
Predominantly transactional (~70–80% test-kit/service revenue); recurring contracts with hospitals estimated 20–30% of revenue via framework agreements.
Inferred
Agent_Inference
monetization_vector
Per-test fee model for oncology NGS panels sold to hospitals and labs; emerging recurring revenue via central lab service contracts and pharmaceutical R&D partnerships.
Inferred
Agent_Inference
pricing_architecture
Per-panel pricing (~RMB 3,000–8,000/test); vulnerable to hospital procurement price compression and NRDL/volume-based procurement pressure reducing ASPs 15–30%.
Inferred
Agent_Inference
pricing_power_rating
Low-to-moderate; government-influenced hospital procurement and price negotiations cap upside; differentiation via clinical utility data provides partial pricing defense.
Inferred
Agent_Inference
target_gross_margin_bracket
Target gross margin 40–55%; currently reported ~50–55% but under pressure from reagent costs and pricing compression in hospital channels.
Inferred
Agent_Inference
churn_vulnerability_index
Low free-rider risk; proprietary test kits and CFDA-approved assays create usage barriers. Hospital framework agreements reduce spot-market churn.
Inferred
Agent_Inference
headcount_cost_structure
Sublinear growth model; lab automation and kit-based revenue scaling requires modest headcount growth. Doubling revenue estimated to require ~30–40% headcount increase.
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost of growth is partially sublinear due to kit manufacturing scale, but clinical/regulatory affairs and sales headcount remain near-linear constraints.
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; company does not operate a franchise network. Compliance risk lies with NMPA regulatory approval and hospital lab accreditation standards.
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, hospital CAC likely declines via brand/reputation effects, but pharma R&D contract acquisition remains high-touch and cost-intensive.
Inferred
Agent_Inference
network_effect_present
Weak direct network effects; data network effect exists (larger genomic database improves algorithm accuracy) but not self-reinforcing in classic platform sense.
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk moderate; AI-driven variant interpretation could reduce bioinformatician headcount 20–30% but also lowers barriers to competition.
Inferred
Agent_Inference
recession_resistance_tier
Moderate resilience; oncology diagnostics are medically necessary but subject to hospital budget cuts and patient affordability constraints in downturns.
Inferred
Agent_Inference
customer_segment_primary
Hospitals and cancer centers (primary); top-10 hospital accounts likely represent 30–40% of clinical testing revenue, indicating meaningful concentration risk.
Inferred
Agent_Inference
customer_segment_secondary
Pharmaceutical and biotech companies (secondary R&D/companion diagnostic partnerships); top-3 pharma clients may represent 20–30% of pharma-channel revenue.
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 reallocation toward next-gen sequencing platform buildout and central lab expansion; legacy capex on Illumina-dependent infrastructure being partially redirected to MGI/domestic alternatives.
Inferred
Agent_Inference
sec_cik
0001792267
High
SEC-EDGAR
ticker
BNR
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.