Surrozen, Inc.
ac7bc7f4959d4a55be35304efaf09590
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-24T04:54:17.575806+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
upfront_premium_ratio
null
Inferred
Pending — BM Dev Shop classification run
companion_product_pricing
null
Inferred
Pending — BM Dev Shop classification run
ecosystem_lock_post_purchase
null
Inferred
Pending — BM Dev Shop classification run
hardware_margin_profile
null
Inferred
Pending — BM Dev Shop classification run
software_attach_rate
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-023 Licensing VALUE High
Direct: monetization_vector contains [Biopharmaceutical licensing milestones and royalties; primary AstraZeneca collaboration for GI/liver indications worth up to ~$1B+ in milestones]. Corroborated: revenue_model_type=~100% transactional/milestone-based; partnership revenue from AstraZeneca deal is milestone-contingent, not recurring subscription revenue
SG-024
Lock-in
WHO High
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Licensing (SG-023) VALUE provides the core structure, combined with Lock-in (SG-024) + Product to Capability (SG-036) + Subscription (SG-049) 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
Minimal debt; cash-funded clinical-stage biotech with ~$50M+ cash runway; leverage ratio near zero, minimal interest rate exposure
Inferred
Agent_Inference
interest_rate_sensitivity
Low sensitivity; no significant floating-rate debt; higher rates marginally increase opportunity cost of held cash and equity dilution risk
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) CMO/CDMO concentration in US/Europe for Wnt-pathway biologics synthesis; 2) API raw material sourcing potentially tied to Chinese chemical suppliers
Inferred
Agent_Inference
international_expansion_readiness
Preclinical/early clinical stage; no international revenue; no sovereign currency devaluation exposure currently
Inferred
Agent_Inference
geographic_footprint
US-only operations; no international revenue markets; currency devaluation exposure is effectively zero at this stage
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 dependency on single or dual CDMO partners for biologic drug substance manufacturing; substitution would cause 12-18 month delays
Inferred
Agent_Inference
business_model_type_primary
Cloud disruption would impair R&D data pipelines and computational biology workflows but would not halt clinical trials immediately
Inferred
Agent_Inference
business_model_type_secondary
30-day cloud termination would require emergency migration; estimated 2-4 week operational disruption; no direct patient safety risk short-term
Inferred
Agent_Inference
switching_cost_profile
Moderate API/platform coupling risk in bioinformatics tools; proprietary Wnt pathway screening platform creates internal lock-in rather than vendor coupling
Inferred
Agent_Inference
howey_test_risk_index
Revenue model is pharma licensing/milestones, not securities-like instruments; Howey Test largely inapplicable; low regulatory reclassification risk
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Limited patient data exposure pre-commercialization; clinical trial data governed by FDA/ICH GCP; GDPR exposure minimal given US-centric trials
Inferred
Agent_Inference
antitrust_exposure_flag
Low antitrust risk; niche Wnt pathway biologics space; no dominant market position; competitive landscape includes Roche, AbbVie in adjacent areas
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
~100% transactional/milestone-based; partnership revenue from AstraZeneca deal is milestone-contingent, not recurring subscription revenue
Inferred
Agent_Inference
monetization_vector
Biopharmaceutical licensing milestones and royalties; primary AstraZeneca collaboration for GI/liver indications worth up to ~$1B+ in milestones
Inferred
Agent_Inference
pricing_architecture
No commercial pricing yet; future drug pricing will follow specialty biologics model (~$50K-$200K/year), subject to payer negotiation and FDA approval
Inferred
Agent_Inference
pricing_power_rating
Moderate-high potential pricing power if approved for rare/orphan GI indications; Wnt pathway differentiation supports premium positioning
Inferred
Agent_Inference
target_gross_margin_bracket
Projected 80-90% gross margin at commercialization assuming royalty/licensing model; manufacturing COGS would compress if self-commercializing
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider leakage problem; proprietary biologics IP protected by patents; partnership revenue is contractually structured with defined milestones
Inferred
Agent_Inference
headcount_cost_structure
R&D headcount-linear growth required through Phase 2/3; post-approval commercialization via partners would decouple revenue from headcount
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost of revenue growth is high pre-commercialization (clinical trial costs); post-licensing deal execution, marginal cost drops significantly
Inferred
Agent_Inference
franchise_compliance_risk
null
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale (multiple approved drugs), CAC irrelevant; partner acquisition cost per deal estimated $5-20M in BD spend; NPV positive at milestone values
Inferred
Agent_Inference
network_effect_present
No meaningful network effects; value derived from IP moats and biological platform differentiation, not user network density
Inferred
Agent_Inference
asset_efficiency_ratio
-245.2% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Moderate recession resistance; clinical funding dependent on capital markets; partnership revenue somewhat insulated but new deal flow would slow
Inferred
Agent_Inference
customer_segment_primary
Large pharmaceutical/biotech partners (e.g., AstraZeneca) for licensing; extreme concentration risk with single dominant partner
Inferred
Agent_Inference
customer_segment_secondary
Future: specialty GI and hepatology patient populations via licensing partners; no direct B2C or hospital customer relationships currently
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
3.7% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001824893
High
SEC-EDGAR
ticker
SRZN
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_03PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01FAIL2026-07-241 authored question(s) unanswerable — e.g. QBANK_OPS_002 nee

Live Status

No Live Status block found.