bioAffinity Technologies, Inc.
741dd0c91dd04a4b86b3ab8fb2b63863
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-22T16:55:35.122131+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-024 Lock-in WHO High
Direct: vendor_lock_dependency_score=High dependency on Broncus Medical for bronchoscopy platform partnership and specific reagent suppliers; substitution would require regulatory re-validation
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

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

55 Archetypes Evaluated High: 3 Medium: 18 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Minimal long-term debt; primarily equity-funded via ATM offerings; a 200bps rate rise marginally increases minimal interest expense on any credit facility
Inferred
Agent_Inference
interest_rate_sensitivity
Low direct sensitivity; primary risk is higher cost of future equity dilution and reduced biotech investor appetite in rising rate environment
Inferred
Agent_Inference
geopolitical_supply_exposure
Medium intensity; US-China trade tariffs on metals and components disrupt supply chains.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
Single-use diagnostic consumables from Asia-Pacific manufacturers; reagent supply concentration in China and Taiwan represents top chokepoints
Inferred
Agent_Inference
international_expansion_readiness
Negligible; virtually all revenue is US-domestic; no material sovereign currency devaluation exposure currently
Inferred
Agent_Inference
geographic_footprint
Operates almost exclusively in the US; no meaningful international revenue markets; currency devaluation risk is effectively zero
Inferred
Agent_Inference
commodity_exposure_profile
Medium intensity; commodities: Steel, Aluminum, Copper, Crude Oil (fuel), Rare Earth Elements, Plastics/Resins; geopolitical: US-China trade tariffs on metals and components disrupt supply chains.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
High dependency on Broncus Medical for bronchoscopy platform partnership and specific reagent suppliers; substitution would require regulatory re-validation
Inferred
Agent_Inference
business_model_type_primary
Diagnostics/MedTech; cloud infrastructure is not central to core lab operations; 30-day termination would disrupt data management but not core assay delivery
Inferred
Agent_Inference
business_model_type_secondary
Fee-for-service diagnostic test provider with hospital and clinical lab clients; cloud dependency is administrative, not product-critical
Inferred
Agent_Inference
switching_cost_profile
Moderate API coupling risk; lab information system integrations create moderate switching friction but are not deeply proprietary
Inferred
Agent_Inference
howey_test_risk_index
Low Howey risk; revenue model is fee-for-service diagnostic billing; no investment contract characteristics present
Inferred
Agent_Inference
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Moderate HIPAA exposure as primary concern; GDPR risk minimal given US-only operations; CCPA compliance required for any California patient data
Inferred
Agent_Inference
antitrust_exposure_flag
Low; niche early lung cancer diagnostics market with limited market share; no dominant position triggering antitrust scrutiny
Inferred
Agent_Inference
regulatory_exposure_profile
Medium burden; regimes: FAA, DOT, OSHA, EPA, ITAR, FTC; Export controls and defense procurement rules create contract concentration risk.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
Predominantly transactional fee-for-service per CyPath Lung test; minimal recurring contract revenue; estimated >90% transactional
Inferred
Agent_Inference
monetization_vector
Per-test billing reimbursed via Medicare/Medicaid and commercial payers; reimbursement rate ~$1,882 per CyPath Lung test under existing codes
Inferred
Agent_Inference
pricing_architecture
Pricing set by CPT reimbursement codes; limited ability to unilaterally raise prices; payer contract negotiations constrain pricing power significantly
Inferred
Agent_Inference
pricing_power_rating
Low; reimbursement-rate-dependent pricing with CMS and commercial payers controlling effective price ceiling
Inferred
Agent_Inference
target_gross_margin_bracket
0.1% Gross Margin (Thin (<20%))
High
SEC-XBRL
churn_vulnerability_index
Moderate free-rider risk low; however, physician adoption is slow and clinicians may revert to standard CT-only protocols without active detailing
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is partially headcount-linear; lab technicians and sales reps must scale with test volume; some sublinearity in G&A functions
Inferred
Agent_Inference
marginal_cost_of_growth
Moderately sublinear at scale; reagent and lab processing costs are variable but G&A leverage is achievable; estimated 60-70% incremental margins at maturity
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; company is not a franchise model
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC must decrease via payer coverage expansion and physician education efficiency; current sales-force-intensive model is not yet optimized
Inferred
Agent_Inference
network_effect_present
Weak network effects; diagnostic data accumulation could strengthen algorithm performance but no direct user-to-user network effect exists
Inferred
Agent_Inference
asset_efficiency_ratio
-135.6% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Moderate; lung cancer screening is semi-elective but Medicare-reimbursed, providing partial recession insulation; commercial payer mix adds cyclical risk
Inferred
Agent_Inference
customer_segment_primary
Pulmonologists, thoracic surgeons, and high-risk lung cancer screening clinics ordering CyPath Lung tests
Inferred
Agent_Inference
customer_segment_secondary
Hospital systems and independent clinical laboratories; early-stage customer concentration risk is high given limited commercial footprint
Inferred
Agent_Inference
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "17-0000 Architecture and Engineering Occupations", "23-0000 Legal Occupations", "33-0000 Protective Service Occupations", "37-0000 Building and Grounds Cleaning and Maintenance Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "47-0000 Construction and Extraction Occupations", "49-0000 Installation, Maintenance, and Repair Occupations", "51-0000 Production Occupations", "53-0000 Transportation and Material Moving Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.3 (HIL — ~30% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
1.0% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001712762
High
SEC-EDGAR
ticker
BIAF
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_03PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-22no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.