Beta Bionics, Inc.
47eff3bacf9d4d1a8e1ad48f101b2325
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-23T00:24:52.354323+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
base_product_margin
null
Inferred
Pending — BM Dev Shop classification run
consumable_margin
null
Inferred
Pending — BM Dev Shop classification run
switching_cost_architecture
null
Inferred
Pending — BM Dev Shop classification run
consumable_repurchase_frequency
null
Inferred
Pending — BM Dev Shop classification run
blade_dependency_coefficient
null
Inferred
Pending — BM Dev Shop classification run
billing_cadence
null
Inferred
Pending — BM Dev Shop classification run
churn_rate_benchmark
null
Inferred
Pending — BM Dev Shop classification run
annual_recurring_revenue_ratio
null
Inferred
Pending — BM Dev Shop classification run
free_trial_conversion_rate
null
Inferred
Pending — BM Dev Shop classification run
subscriber_ltv_model
null
Inferred
Pending — BM Dev Shop classification run

Business Model Archetype Classification

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

SG-049 Subscription VALUE High
Direct: monetization_vector contains [Hardware device sale + recurring consumable supply subscription/refill model; potential for software-as-a-medical-device (SaMD) licensing fees as algorithm expands]; revenue_model_type=Recurring consumables (infusion sets, cartridges, CGM supplies) estimated 60-70% of long-term revenue; upfront hardware sales ~30-40%; strong recurring mix once installed base scales
SG-009
Customer Loyalty
WHO High
SG-014
Flat Rate
VALUE High
SG-023
Licensing
VALUE High
SG-037
Product as a Service
VALUE High
SG-036
Product to Capability
WHAT High
SG-040
Razor and Blade
VALUE High

Hybrid Combination

Subscription (SG-049) VALUE provides the core structure, combined with Customer Loyalty (SG-009) + Flat Rate (SG-014) + Licensing (SG-023) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 11 Medium: 17 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Pre-revenue medtech startup; likely minimal long-term debt, funded primarily via venture equity (~$300M+ raised); a 20% rate rise marginally impacts cost of any convertible notes or credit facilities
Inferred
Agent_Inference
interest_rate_sensitivity
Low direct sensitivity; primary risk is higher discount rates compressing VC valuations and extending runway requirements for next equity raise
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) Taiwan/Asia semiconductor fabs for insulin pump microcontrollers; 2) China-based battery and sensor component manufacturing
Inferred
Agent_Inference
international_expansion_readiness
Primarily US-focused (FDA cleared 2023); minimal international revenue yet; currency devaluation exposure in EU (EUR), Canada (CAD), UK (GBP) upon CE/Health Canada approval
Inferred
Agent_Inference
geographic_footprint
Overwhelmingly US-domestic revenue base; EU and Canada are next target markets; sovereign currency devaluation risk is currently immaterial but will grow post-international launch
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 Dexcom CGM sensor integration and Abbott CGM APIs; iLet system's closed-loop algorithm is non-substitutable without significant redesign
Inferred
Agent_Inference
business_model_type_primary
Medical device hardware/software hybrid; cloud infrastructure disruption would impair iLet Bionic Pancreas remote monitoring and algorithm update delivery, risking FDA compliance obligations
Inferred
Agent_Inference
business_model_type_secondary
Consumables and supply revenue model; cloud termination would not halt device function but would break data logging, telemedicine integration, and OTA firmware updates
Inferred
Agent_Inference
switching_cost_profile
High API coupling to Dexcom G6/G7 and Abbott FreeStyle CGM data streams; FDA clearance tied to specific sensor pairings, making substitution a multi-year regulatory re-clearance process
Inferred
Agent_Inference
howey_test_risk_index
Not applicable; revenue model is medical device sales and consumables, not an investment contract; Howey Test risk is negligible
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate-to-high; continuous glucose and insulin dosing data is sensitive health data subject to HIPAA, GDPR (upon EU launch), and CCPA; cloud storage jurisdiction and PHI handling require strict compliance
Inferred
Agent_Inference
antitrust_exposure_flag
Low currently; niche closed-loop insulin delivery market; potential future scrutiny if partnerships with Dexcom/Lilly create exclusionary bundling, but market share is modest
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
Recurring consumables (infusion sets, cartridges, CGM supplies) estimated 60-70% of long-term revenue; upfront hardware sales ~30-40%; strong recurring mix once installed base scales
Inferred
Agent_Inference
monetization_vector
Hardware device sale + recurring consumable supply subscription/refill model; potential for software-as-a-medical-device (SaMD) licensing fees as algorithm expands
Inferred
Agent_Inference
pricing_architecture
iLet device ~$4,500 MSRP; consumables ~$300-400/month; insurance reimbursement-dependent pricing creates vulnerability if CMS or major payers tighten coverage criteria
Inferred
Agent_Inference
pricing_power_rating
Moderate; clinical superiority of fully automated bihormonal dosing justifies premium, but payer negotiation and competitive pressure from Medtronic/Insulet constrain independent pricing power
Inferred
Agent_Inference
target_gross_margin_bracket
55.4% Gross Margin (Strong (40-60%))
High
SEC-XBRL
churn_vulnerability_index
Low free-rider risk; prescription-only medical device with no open-source workaround; however, payer non-coverage can force patient churn to covered competitor devices
Inferred
Agent_Inference
headcount_cost_structure
Largely headcount-sublinear at scale; manufacturing scales with contract manufacturing partners; software/algorithm improvements are fixed-cost leverageable; clinical and regulatory teams grow modestly
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost of growth primarily driven by hardware COGS and consumables manufacturing; software algorithm deployment has near-zero marginal cost per additional patient
Inferred
Agent_Inference
franchise_compliance_risk
null
Inferred
Agent_Inference
customer_acquisition_metric
CAC dominated by endocrinologist detailing and clinical evidence dissemination; at 10x scale, CAC should decline as clinical guidelines adopt closed-loop standard of care
Inferred
Agent_Inference
network_effect_present
Weak direct network effects; real-world outcomes data improves algorithm over time (data network effect), but individual device value is independent of user base size
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk is low near-term; the iLet algorithm IS the AI/ML core product; risk is competitive AI algorithm improvement by Medtronic, Insulet, or Tidepool outpacing Beta Bionics R&D
Inferred
Agent_Inference
recession_resistance_tier
High recession resistance; Type 1 diabetes is a life-sustaining chronic condition; insulin delivery devices are non-discretionary, though payer mix shifts could slow new patient onboarding
Inferred
Agent_Inference
customer_segment_primary
Type 1 diabetes patients (pediatric and adult) requiring automated insulin delivery; ~1.9M US T1D patients are the primary addressable segment
Inferred
Agent_Inference
customer_segment_secondary
Type 2 diabetes patients on intensive insulin therapy; secondary segment with larger addressable population but lower urgency and payer reimbursement hurdles
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
5.3% CapEx / Revenue (Moderate-CapEx)
High
SEC-XBRL
sec_cik
0001674632
High
SEC-EDGAR
ticker
BBNX
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_01FAIL2026-07-231 authored question(s) unanswerable — e.g. QBANK_OPS_002 nee

Live Status

No Live Status block found.