Assertio Holdings, Inc.
d4db744e2699486098ff8ab7cfc48bce
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T01:11:29.365817+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
consumer_acquisition_channel
null
Inferred
Pending — BM Dev Shop classification run
brand_loyalty_index
null
Inferred
Pending — BM Dev Shop classification run
impulse_vs_considered_purchase
null
Inferred
Pending — BM Dev Shop classification run
retail_distribution_reach
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

Business Model Archetype Classification

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

SG-023 Licensing VALUE High
Direct: monetization_vector contains [Primary monetization via branded and generic prescription drug product sales through specialty pharmacy and wholesaler channels; secondary via royalties and licensing agreements.]. Corroborated: revenue_model_type=Predominantly transactional; ~80-90% revenue from prescription drug product sales; small royalty/licensing streams provide modest recurring component (~10-15%).
SG-006
Cash Machine
VALUE High
SG-044
Reverse Engineering
HOW 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 Cash Machine (SG-006) + Reverse Engineering (SG-044) + Lock-in (SG-024) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 6 Medium: 16 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.41x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
Assertio carries ~$130M in fixed-rate convertible notes; a 200bps rise has minimal direct P&L impact but pressures refinancing cost and equity dilution risk at maturity.
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
Single-source API manufacturers (primarily India and China-based CMOs); Indian generic API manufacturing concentration is primary chokepoint, Chinese chemical precursors secondary.
Inferred
Agent_Inference
international_expansion_readiness
Assertio derives ~95%+ revenue domestically; international revenue is negligible, so sovereign currency devaluation exposure across foreign markets is effectively near-zero.
Inferred
Agent_Inference
geographic_footprint
Nearly 100% U.S. domestic revenue; no material international market exposure, making sovereign currency devaluation risk essentially non-applicable for this company.
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
Yes; single-source contract manufacturers for ROLVEDON and Sympazan represent non-substitutable supply relationships exceeding 30% of COGS, creating high vendor lock risk.
Inferred
Agent_Inference
business_model_type_primary
Assertio is a specialty pharma company, not cloud-dependent; a cloud provider termination would cause operational disruption but business continuity via rapid migration is feasible within 30-60 days.
Inferred
Agent_Inference
business_model_type_secondary
Secondary systems (ERP, CRM, compliance databases) are likely multi-vendor; cloud termination risk is moderate but not existential given small commercial infrastructure footprint.
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; Assertio uses standard pharma commercial software (Veeva, IQVIA); no proprietary API dependencies creating hard switching lock-in.
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test; Assertio's revenue derives from FDA-approved drug sales to patients/payers, not investment contracts — Howey Test not applicable, securities risk index near zero.
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate HIPAA exposure on patient data; CCPA applies to California HCP/patient interactions; GDPR exposure minimal given negligible EU operations.
Inferred
Agent_Inference
antitrust_exposure_flag
Low-to-moderate; Assertio holds niche branded drug positions without dominant market share; no known FTC pricing investigations but branded drug pricing faces ongoing congressional 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; ~80-90% revenue from prescription drug product sales; small royalty/licensing streams provide modest recurring component (~10-15%).
Inferred
Agent_Inference
monetization_vector
Primary monetization via branded and generic prescription drug product sales through specialty pharmacy and wholesaler channels; secondary via royalties and licensing agreements.
Inferred
Agent_Inference
pricing_architecture
WAC-based branded drug pricing with rebate/contract concessions to PBMs; pricing power constrained by formulary negotiation, generic competition, and IRA drug pricing reform pressure.
Inferred
Agent_Inference
pricing_power_rating
Weak-to-moderate; ROLVEDON faces biosimilar/competitive pressure; Sympazan in competitive CDSM space; IRA and PBM dynamics further compress net price realization over 3-5 years.
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margins estimated 70-80% on branded products; blended company gross margin approximately 65-75% after COGS including royalties and manufacturing costs.
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider problem; prescription drugs require physician authorization and pharmacy dispensing — access is gated; churn risk is formulary delisting or physician switching, not free-riding.
Inferred
Agent_Inference
headcount_cost_structure
Sublinear; Assertio operates a lean commercial model with contract sales force options; doubling revenue via new products does not require proportional headcount doubling given outsourced infrastructure.
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal growth cost is primarily manufacturing COGS and distribution; SG&A leverage is achievable; adding new products to existing commercial infrastructure yields positive operating leverage.
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; Assertio is not a franchise business model — no franchise network compliance drift risk exists.
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, HCP detailing cost efficiency improves but payer rebate concessions scale proportionally; customer acquisition cost per script likely decreases 30-40% via salesforce leverage.
Inferred
Agent_Inference
network_effect_present
No network effects; prescription pharmaceutical sales are transactional with no user-to-user value amplification; growth is linear to sales force reach and formulary access.
Inferred
Agent_Inference
asset_efficiency_ratio
-11.2% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Moderate-high recession resistance; branded specialty drugs for pain/epilepsy have inelastic demand, but uninsured/underinsured patients may reduce adherence during economic downturns.
Inferred
Agent_Inference
customer_segment_primary
Specialty physicians (neurologists, pain specialists, oncologists) and hospitals; high concentration risk — top 20% of prescribers likely drive 80%+ of volume.
Inferred
Agent_Inference
customer_segment_secondary
Pharmacy benefit managers (PBMs) and GPOs as institutional customers; top 3 PBMs (CVS Caremark, Express Scripts, OptumRx) control formulary access, creating significant buyer concentration risk.
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
0001808665
High
SEC-EDGAR
ticker
ASRT
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.