Scinai Immunotherapeutics Ltd.
504491fd244d49578ab805cfbc6e32a4
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T02:53:01.880700+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-023 Licensing VALUE High
Direct: monetization_vector contains [Licensing milestones, research grants (EU Horizon, BARDA-type), and potential royalties on partnered nanobody therapeutics; no direct product sales currently.]. Corroborated: revenue_model_type=~100% transactional/milestone-based; no recurring subscription revenue; dependent on partner milestone achievements and government/EU grant disbursements.
SG-041
Rent Instead of Buy
VALUE High
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 Rent Instead of Buy (SG-041) + Lock-in (SG-024) + Product to Capability (SG-036) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 5 Medium: 14 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Near-zero long-term debt; company is pre-revenue/early-stage biotech funded primarily by equity raises and grants; minimal debt service obligations.
Inferred
Agent_Inference
interest_rate_sensitivity
Negligible direct interest rate sensitivity; no significant floating-rate debt; higher rates increase cost of future equity dilution as investor hurdle rates rise.
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) Israeli manufacturing/R&D concentration amid Middle East geopolitical risk; 2) single-source biological raw material suppliers, likely European or US-based API providers.
Inferred
Agent_Inference
international_expansion_readiness
Revenue is grant/milestone-based, primarily in USD/EUR/ILS; ILS devaluation vs USD poses moderate risk to Israeli operational costs; limited direct currency revenue exposure.
Inferred
Agent_Inference
geographic_footprint
Operations centered in Israel; revenues denominated mainly in USD and EUR via partnerships; exposed to ILS/USD volatility for operating cost base in Israel.
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 risk: single CRO/CMO relationships for BiondVax-derived nanobody platform manufacturing likely represent non-substitutable operational inputs exceeding 30% of costs.
Inferred
Agent_Inference
business_model_type_primary
Cloud disruption risk is low-moderate; core IP is biology/laboratory-based; digital operations could migrate but regulatory data and lab systems are not cloud-critical.
Inferred
Agent_Inference
business_model_type_secondary
Secondary digital operations (clinical data management, regulatory submissions) could face 60-90 day disruption; no proprietary cloud-native product dependent on single provider.
Inferred
Agent_Inference
switching_cost_profile
Moderate API coupling risk; uses standard bioinformatics and CRO platforms; no deep proprietary API lock-in, but switching CMO partners mid-trial is costly and time-consuming.
Inferred
Agent_Inference
howey_test_risk_index
Low Howey Test risk; revenue model is milestone payments and grants from pharma partners, not investment contracts; equity is registered securities, not tokens.
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate GDPR exposure via EU clinical trial patient data; CCPA exposure minimal given no consumer-facing product; Israeli PDPL compliance required for domestic operations.
Inferred
Agent_Inference
antitrust_exposure_flag
Negligible antitrust risk; small-cap biotech with no market dominance; nanobody platform occupies niche segment with multiple competing platforms.
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; no recurring subscription revenue; dependent on partner milestone achievements and government/EU grant disbursements.
Inferred
Agent_Inference
monetization_vector
Licensing milestones, research grants (EU Horizon, BARDA-type), and potential royalties on partnered nanobody therapeutics; no direct product sales currently.
Inferred
Agent_Inference
pricing_architecture
No commercial pricing architecture yet; licensing deal terms set by negotiation with large pharma partners; weak standalone pricing power as early-stage licensor.
Inferred
Agent_Inference
pricing_power_rating
Low pricing power; company is price-taker in licensing negotiations with larger pharma; differentiated nanobody IP provides some leverage but insufficient clinical data limits negotiating strength.
Inferred
Agent_Inference
target_gross_margin_bracket
Target gross margin 70-85% on licensing/royalty revenue if commercialized; current gross margin undefined due to pre-commercial stage and grant-offset R&D costs.
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider problem; IP-protected platform; primary risk is partner program cancellation (single-partner churn could eliminate >50% of expected milestone revenue).
Inferred
Agent_Inference
headcount_cost_structure
Headcount-sublinear at scale; nanobody platform is IP/technology licensing model; doubling revenue via additional licensing deals requires minimal incremental headcount.
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost of growth is low for licensing revenue; incremental deals require BD and legal resources, not proportional lab scale-up; manufacturing outsourced to CMOs.
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; no franchise network.
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC remains relationship-driven pharma BD; cost per partnership deal likely $500K-$2M in BD/legal spend; LTV depends on royalty streams worth hundreds of millions.
Inferred
Agent_Inference
network_effect_present
No meaningful network effects; nanobody platform value is intrinsic to IP and clinical outcomes, not user/partner network size.
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk is low-moderate; AI accelerates nanobody discovery and screening but does not replace proprietary BiondVax platform IP or regulatory knowhow.
Inferred
Agent_Inference
recession_resistance_tier
Moderate recession resistance; pharma R&D budgets contract in severe downturns, threatening milestone payments; grant funding is relatively stable counter-cyclically.
Inferred
Agent_Inference
customer_segment_primary
Large and mid-size pharmaceutical/biotech companies seeking nanobody-based therapeutic candidates via licensing or co-development partnerships.
Inferred
Agent_Inference
customer_segment_secondary
Government and supranational grant agencies (EU Horizon, potential US BARDA/NIH) funding infectious disease and respiratory therapeutic research.
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 asset-light model; divested vaccine operations post-BiondVax merger restructuring; capex focused on nanobody platform R&D, not legacy infrastructure maintenance.
Inferred
Agent_Inference
sec_cik
0001611747
High
SEC-EDGAR
ticker
SCNI
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.