Tilray Brands, Inc.
5be9a442356c495889bb2500c4c6dbe1
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T00:20:55.406864+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
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-036 Product to Capability WHAT High
Direct: revenue_model_type=Predominantly transactional (~85-90%); medical cannabis subscriptions and wholesale contracts provide ~10-15% recurring revenue base; largely spot/retail-driven.. Corroborated: business_model_type_primary=Minimal cloud infrastructure dependency; physical manufacturing (cannabis, beer, spirits) means AWS/GCP/Azure termination would disrupt ERP and e-commerce but not core production.
SG-023
Licensing
VALUE High
SG-035
Premium
WHO High
SG-006
Cash Machine
VALUE High
SG-012
E-commerce
HOW High
SG-026
Make-to-Order
HOW High
SG-013
Experience Selling
WHAT High

Hybrid Combination

Product to Capability (SG-036) WHAT provides the core structure, combined with Licensing (SG-023) + Premium (SG-035) + Cash Machine (SG-006) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 8 Medium: 15 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.17x Total Debt / Equity (Conservative)
High
SEC-XBRL
interest_rate_sensitivity
With ~$3.6B gross debt and variable/fixed mix, a 200bps rate increase adds ~$50-70M annual interest expense, pressuring already thin EBITDA margins near 10-12%.
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
Canadian cannabis cultivation regulations and European hop/barley sourcing (Germany, Czech Republic) represent top two geopolitical chokepoints.
Inferred
Agent_Inference
international_expansion_readiness
EUR (Germany/Europe ~30% revenue), CAD (~40% revenue), and GBP (UK operations) expose Tilray to devaluation risk; EUR/USD and CAD/USD volatility most material.
Inferred
Agent_Inference
geographic_footprint
Primary exposure: CAD depreciation hurts Canadian segment margins; EUR weakness reduces European cannabis/beverage revenue; GBP fluctuation impacts UK craft beer operations.
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
No single vendor exceeds 30% of input costs; hop and barley suppliers are diversified across multiple agricultural regions, limiting non-substitutable lock-in.
Inferred
Agent_Inference
business_model_type_primary
Minimal cloud infrastructure dependency; physical manufacturing (cannabis, beer, spirits) means AWS/GCP/Azure termination would disrupt ERP and e-commerce but not core production.
Inferred
Agent_Inference
business_model_type_secondary
Secondary digital operations (DTC e-commerce, B2B ordering platforms) could face 2-4 week disruption but are not existential; migration feasible within 60-90 days.
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; Tilray operates primarily physical product distribution with standard ERP (SAP/Oracle) integrations, not deeply embedded in proprietary third-party APIs.
Inferred
Agent_Inference
howey_test_risk_index
Fails Howey Test; Tilray sells physical cannabis and alcohol consumer goods — revenue model is product sales, not investment contracts. Securities classification risk is negligible.
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate GDPR exposure via EU cannabis patient data and German operations; CCPA exposure limited given minimal California direct-to-consumer cannabis sales due to state licensing.
Inferred
Agent_Inference
antitrust_exposure_flag
Low-to-moderate; Tilray holds sub-20% share in Canadian cannabis and craft beer markets; SweetWater/Breckenridge acquisitions drew limited regulatory 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 (~85-90%); medical cannabis subscriptions and wholesale contracts provide ~10-15% recurring revenue base; largely spot/retail-driven.
Inferred
Agent_Inference
monetization_vector
Product sales (cannabis flower, beverages, spirits) account for ~95% of revenue; licensing and IP monetization represent a negligible secondary vector.
Inferred
Agent_Inference
pricing_architecture
Commodity-like cannabis pricing under regulatory caps limits premium extraction; craft beer pricing more flexible but subject to volume retailer pressure (Costco, grocery chains).
Inferred
Agent_Inference
pricing_power_rating
Weak — 4/10; cannabis commoditization and illicit market competition suppress pricing; craft beer faces macro premiumization fatigue; limited brand moat to sustain price increases.
Inferred
Agent_Inference
target_gross_margin_bracket
29.3% Gross Margin (Moderate (20-40%))
High
SEC-XBRL
churn_vulnerability_index
No meaningful free-rider problem; physical goods require purchase; however, illicit cannabis market represents structural leakage, capturing ~40% of Canadian market demand.
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is largely headcount-linear; manufacturing, cultivation, and distribution require proportional labor scaling; limited software-like operating leverage.
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost of growth is high; doubling revenue requires near-proportional increases in cultivation capacity, brewing infrastructure, and distribution headcount.
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; Tilray does not operate a franchise model. Craft brewery taprooms are company-owned or licensed, not franchised.
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, retail shelf competition intensifies and CAC rises; cannabis: regulated retail limits DTC scaling; beer: distributor margin compression likely exceeds brand investment returns.
Inferred
Agent_Inference
network_effect_present
No meaningful network effects; cannabis and alcohol are physical goods with brand loyalty but zero user-growth-drives-value network dynamics.
Inferred
Agent_Inference
asset_efficiency_ratio
-111.0% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Tier 2 — moderate resilience; alcohol (beer/spirits) historically recession-resistant via trade-down effect; cannabis considered semi-discretionary with some affordable substitution appeal.
Inferred
Agent_Inference
customer_segment_primary
B2C retail consumers (recreational cannabis users, craft beer drinkers) represent ~60-65% of revenue; no single customer exceeds 5% of total revenue.
Inferred
Agent_Inference
customer_segment_secondary
B2B wholesale (provincial cannabis boards like OCS, SQDC; alcohol distributors) represent ~30-35% of revenue; provincial boards create concentration risk as monopsonistic buyers.
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
5.4% CapEx / Revenue (Moderate-CapEx)
High
SEC-XBRL
sec_cik
0001731348
High
SEC-EDGAR
ticker
TLRY
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.