Adaptimmune Therapeutics PLC
35ec596842ea4cd0abf45e219e4fdc70
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T23:23:31.274835+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

Business Model Archetype Classification

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

SG-036 Product to Capability WHAT High
Direct: revenue_model_type=~100% transactional/milestone-based currently; afami-cel commercial launch in synovial sarcoma began 2024; subscription-type recurring revenue near zero; milestone payments episodic. Corroborated: business_model_type_primary=Cloud disruption moderate; clinical/manufacturing data systems could face 30-day migration risk but core IP and regulatory filings are not cloud-dependent
SG-049
Subscription
VALUE High
SG-024
Lock-in
WHO High
SG-026
Make-to-Order
HOW High

Hybrid Combination

Product to Capability (SG-036) WHAT provides the core structure, combined with Subscription (SG-049) + Lock-in (SG-024) + Make-to-Order (SG-026) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 4 Medium: 18 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
4.58x Total Debt / Equity (High leverage)
High
SEC-XBRL
interest_rate_sensitivity
Low direct sensitivity; debt-light balance sheet (~$0 long-term debt), but rising rates increase burn cost on cash reserves and tighten biotech equity financing windows
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-EU gene therapy vector manufacturing (lentiviral); 2) Single-source GMP-grade T-cell processing reagents concentrated in US/UK suppliers
Inferred
Agent_Inference
international_expansion_readiness
Revenue primarily USD-denominated via US partnerships; modest GBP exposure from UK operations; minimal sovereign devaluation risk given limited ex-US commercial sales
Inferred
Agent_Inference
geographic_footprint
Dual US-UK footprint; GBP/USD fluctuation is primary FX risk; EU operations emerging post-afami approval; limited EM currency exposure currently
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; Novatek/WuXi-type CDMO relationships for TCR-T cell manufacturing represent non-substitutable GMP capacity; switching cost estimated 18-24 months and $50M+
Inferred
Agent_Inference
business_model_type_primary
Cloud disruption moderate; clinical/manufacturing data systems could face 30-day migration risk but core IP and regulatory filings are not cloud-dependent
Inferred
Agent_Inference
business_model_type_secondary
Biopharmaceutical drug developer transitioning to commercial-stage; secondary model includes partnership/licensing milestones and royalties from GSK collaboration
Inferred
Agent_Inference
switching_cost_profile
Moderate API coupling risk; reliance on proprietary TCR library databases and Immunocore/GSK collaborative platforms; internal switching cost high but not externally API-driven
Inferred
Agent_Inference
howey_test_risk_index
Low Howey risk; revenue model is drug sales and licensing milestones — clearly a biopharma commercial model, not an investment contract or token scheme
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate GDPR exposure via UK/EU clinical trial patient data; CCPA exposure limited; clinical data governance frameworks generally in place but post-Brexit UK GDPR adds compliance layer
Inferred
Agent_Inference
antitrust_exposure_flag
Low; niche orphan/rare cancer cell therapy market; no dominant market share; partnerships with GSK reviewed but not flagged; pricing scrutiny risk higher than structural antitrust risk
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 currently; afami-cel commercial launch in synovial sarcoma began 2024; subscription-type recurring revenue near zero; milestone payments episodic
Inferred
Agent_Inference
monetization_vector
Drug product sales (afami-cel at ~$700K+ per patient course) plus partnership milestones/royalties; ultra-high ASP, low volume model
Inferred
Agent_Inference
pricing_architecture
Single-course curative pricing ~$700K-$900K per patient; reimbursement-dependent; stress scenario: payer pushback or CMS negotiation could compress net price 20-40%
Inferred
Agent_Inference
pricing_power_rating
Moderate-high in short term given orphan designation and no direct competitors in synovial sarcoma; long-term pricing power contingent on outcome data and payer contracts
Inferred
Agent_Inference
target_gross_margin_bracket
Target gross margin 60-75% at scale; currently negative due to low volume and high COGS from autologous manufacturing; break-even requires ~150-200 annual patient treatments
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider risk; one-time curative therapy eliminates repeat-purchase model; patient pool is finite and disease-defined; key risk is market exhaustion not churn
Inferred
Agent_Inference
headcount_cost_structure
Headcount-sublinear at commercial scale; manufacturing scale-up is capital- not headcount-intensive; doubling revenue does not require doubling staff; estimated 1.3x headcount for 2x revenue
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost dominated by GMP manufacturing per-patient COGS (~$200K-$400K estimated); scale economies achievable via process optimization and centralized manufacturing hubs
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; company does not operate a franchise network
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale (~1,500 patients/year): CAC remains low as sarcoma oncologists are a concentrated prescriber base (~500 US centers); marketing efficiency improves; COGS per unit declines
Inferred
Agent_Inference
network_effect_present
Weak direct network effects; proprietary TCR library expands with each patient (data network effect), but commercial product has no traditional platform network effect
Inferred
Agent_Inference
asset_efficiency_ratio
-27.3% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Tier 2 resilience; rare/terminal cancer therapies maintain demand in recession but reimbursement tightening and hospital budget cuts can delay treatment authorization
Inferred
Agent_Inference
customer_segment_primary
Specialty oncology centers and academic medical centers treating synovial sarcoma and solid tumor patients; ~50-100 high-volume US sarcoma centers represent 80%+ of near-term volume
Inferred
Agent_Inference
customer_segment_secondary
Collaborative pharma partners (GSK for legacy programs); potential future payer/IDN contracts; EU oncology centers as EMA approval pathway progresses
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
0.5% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001621227
High
SEC-EDGAR
ticker
ADAPY
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.