Ovid Therapeutics Inc.
0cb926654dd74f3e9645476e44155604
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T23:18:37.363609+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
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

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 and research collaboration payments; future royalties on partnered assets; no direct product sales revenue currently.]. Corroborated: revenue_model_type=~100% transactional/milestone-based; upfront license fees and event-driven milestones from Takeda and other partners; no recurring subscription revenue.
SG-041
Rent Instead of Buy
VALUE High
SG-036
Product to Capability
WHAT High
SG-024
Lock-in
WHO High
SG-049
Subscription
VALUE High
SG-010
Digitization
WHAT High
SG-022
Layer Player
HOW High

Hybrid Combination

Licensing (SG-023) VALUE provides the core structure, combined with Rent Instead of Buy (SG-041) + Product to Capability (SG-036) + Lock-in (SG-024) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 8 Medium: 24 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Minimal debt; Ovid is primarily equity-financed with cash runway from equity raises; leverage ratio near zero, so 20bp rate move has negligible P&L impact.
Inferred
Agent_Inference
interest_rate_sensitivity
Low sensitivity; no meaningful floating-rate debt; higher rates increase opportunity cost of cash holdings but don't materially affect operating expenses.
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) API/CMO manufacturing concentrated in Europe (Lonza/AMRI type CDMOs); 2) active pharmaceutical ingredient sourcing dependent on EU/Indian chemical suppliers.
Inferred
Agent_Inference
international_expansion_readiness
Revenues are near-zero commercially; no significant international revenue markets yet; currency devaluation exposure is negligible at current stage.
Inferred
Agent_Inference
geographic_footprint
Primarily US-based R&D and operations; no commercial international revenue footprint; clinical trial sites in EU introduce minor FX exposure on trial costs.
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 CDMO partners for clinical-stage drug manufacturing; switching mid-trial is extremely costly and time-consuming, representing >30% operational input risk.
Inferred
Agent_Inference
business_model_type_primary
Biopharmaceutical R&D company; revenue from licensing/collaboration agreements (e.g., Takeda partnership); cloud disruption would cause operational friction but not existential risk.
Inferred
Agent_Inference
business_model_type_secondary
Secondary model: milestone and royalty receipts from pharma partnerships; cloud termination would disrupt data management but core IP and regulatory filings remain intact.
Inferred
Agent_Inference
switching_cost_profile
Limited API coupling risk; uses standard scientific computing and CRO data platforms; switching costs moderate but not business-critical given asset-light data infrastructure.
Inferred
Agent_Inference
howey_test_risk_index
Low Howey risk; revenue model is pharmaceutical licensing and R&D collaboration, not investment contracts; equity is standard stock, not a token or passive investment scheme.
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; compliance managed through CRO and site agreements.
Inferred
Agent_Inference
antitrust_exposure_flag
Low antitrust risk; operates in rare/orphan disease niches with no dominant market position; no pricing power scrutiny applicable given pre-commercial stage.
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; upfront license fees and event-driven milestones from Takeda and other partners; no recurring subscription revenue.
Inferred
Agent_Inference
monetization_vector
Licensing milestones and research collaboration payments; future royalties on partnered assets; no direct product sales revenue currently.
Inferred
Agent_Inference
pricing_architecture
No direct product pricing yet; partnership economics set by negotiated milestone structures; pricing stress is absorbed by partner (Takeda), limiting Ovid's direct exposure.
Inferred
Agent_Inference
pricing_power_rating
Moderate long-term pricing power if drugs reach orphan-disease market; orphan drug designation supports premium pricing, but dependent on approval outcomes.
Inferred
Agent_Inference
target_gross_margin_bracket
Potential 80-90%+ gross margins on royalty/licensing revenues at scale; current gross margins distorted by R&D-heavy cost structure and minimal revenue.
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider problem; IP-protected drug pipeline with no open-access components; collaboration partners contractually bound; churn risk is partner termination of agreements.
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is sublinear to headcount; milestone and royalty revenues can scale without proportional headcount increases; lean ~30-50 person organization model.
Inferred
Agent_Inference
marginal_cost_of_growth
Near-zero marginal cost for royalty/milestone revenue; incremental clinical investment is lumpy but does not require linear headcount scaling.
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; Ovid does not operate a franchise network.
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale (royalty-generating), CAC is effectively zero for royalty streams; partnership deal costs are high upfront but amortize over multi-decade royalty horizons.
Inferred
Agent_Inference
network_effect_present
No network effects; pharmaceutical R&D is not a network-effect business; value derives from IP exclusivity and clinical data, not user density.
Inferred
Agent_Inference
asset_efficiency_ratio
-11.5% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Moderate-high resilience; orphan disease patients have inelastic treatment demand; R&D funding dependent on capital markets, which are cyclically sensitive.
Inferred
Agent_Inference
customer_segment_primary
Large pharmaceutical partners (e.g., Takeda) as licensees; extreme customer concentration with Takeda representing majority of collaboration revenue.
Inferred
Agent_Inference
customer_segment_secondary
Government grants (NIH/NCATS) and rare disease foundations as secondary funding sources; patient advocacy groups indirectly influence pipeline prioritization.
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
0.0% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001636651
High
SEC-EDGAR
ticker
OVID
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.