Coya Therapeutics, Inc.
9bcf1804530a4a43b3d590a1ee97b90a
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-24T00:21:38.026082+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-035 Premium WHO High
Direct: pricing_architecture=No commercial pricing yet; future drug pricing likely premium orphan/specialty tier ($50K–$200K+ annually), subject to payer negotiation pressure. Corroborated: target_gross_margin_bracket=Projected commercial gross margins of 70–85% typical for biologics, contingent on CMO cost optimization and manufacturing scale-up (High gross margin bracket (>60%) indicates premium positioni)
SG-023
Licensing
VALUE High
SG-024
Lock-in
WHO High
SG-013
Experience Selling
WHAT High

Hybrid Combination

Premium (SG-035) WHO provides the core structure, combined with Licensing (SG-023) + Lock-in (SG-024) + Experience Selling (SG-013) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 4 Medium: 8 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Pre-revenue clinical-stage biotech; minimal debt, primarily equity-financed; near-zero leverage ratio, low interest rate sensitivity
Inferred
Agent_Inference
interest_rate_sensitivity
Negligible direct sensitivity; higher rates increase equity dilution cost and VC discount rates, pressuring future fundraising valuations
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) API biologics/Treg cell manufacturing reliant on specialized US/EU CMOs; 2) GMP-grade reagent sourcing potentially exposed to China export controls
Inferred
Agent_Inference
international_expansion_readiness
No current international revenue; clinical trials US-focused; minimal sovereign currency devaluation exposure at this stage
Inferred
Agent_Inference
geographic_footprint
Primarily US-based operations and trials; no material international revenue markets; currency devaluation exposure effectively zero
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 single or dual contract manufacturing organizations (CMOs) for Treg cell therapy production; limited substitutable alternatives exist
Inferred
Agent_Inference
business_model_type_primary
Clinical-stage biopharma; no cloud-dependent revenue operations; 30-day AWS termination would disrupt data/collaboration tools but not core pipeline
Inferred
Agent_Inference
business_model_type_secondary
Secondary operational risk: loss of bioinformatics and trial data management platforms could delay regulatory submissions by months
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; primary dependencies are lab informatics tools (e.g., Veeva, Medidata) with manageable switching costs over 3–6 months
Inferred
Agent_Inference
howey_test_risk_index
Revenue model is drug development/licensing—not a securities offering; Howey Test not applicable to core business operations
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Limited GDPR/CCPA exposure currently; clinical trial patient data governed by HIPAA/ICH-GCP; EU trial expansion would require formal GDPR compliance buildout
Inferred
Agent_Inference
antitrust_exposure_flag
Minimal antitrust risk; early-stage niche Treg immunotherapy company with no dominant market position in any commercial segment
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
Zero current revenue; future model expected to be milestone/royalty licensing plus eventual drug sales—predominantly transactional and milestone-based
Inferred
Agent_Inference
monetization_vector
Anticipated monetization via partnership licensing milestones, royalties, and eventual commercialization of Treg-based therapies for ALS, obesity, and pain
Inferred
Agent_Inference
pricing_architecture
No commercial pricing yet; future drug pricing likely premium orphan/specialty tier ($50K–$200K+ annually), subject to payer negotiation pressure
Inferred
Agent_Inference
pricing_power_rating
Moderate-to-high potential pricing power if Treg therapies prove efficacious in orphan indications with limited competition; payer pushback risk remains
Inferred
Agent_Inference
target_gross_margin_bracket
Projected commercial gross margins of 70–85% typical for biologics, contingent on CMO cost optimization and manufacturing scale-up
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider leakage applicable; pre-commercial stage with no subscription or open-access product; patient/payer churn relevant only post-launch
Inferred
Agent_Inference
headcount_cost_structure
Headcount-linear at current stage; R&D and clinical ops scale roughly proportionally with pipeline advancement; limited operational leverage pre-commercialization
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal cost of pipeline progression is high and capital-intensive; doubling pipeline programs would approximately double burn rate near-term
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; Coya Therapeutics does not operate a franchise network
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale (post-approval), CAC irrelevant in traditional sense; physician adoption and payer formulary access become key unit economic drivers
Inferred
Agent_Inference
network_effect_present
No meaningful network effects present; drug efficacy value is independent of user base size; no platform or marketplace dynamics
Inferred
Agent_Inference
asset_efficiency_ratio
-42.5% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Moderate resilience; rare/serious disease treatments maintain demand in recessions, but fundraising and partnership deal flow are cyclically sensitive
Inferred
Agent_Inference
customer_segment_primary
Biopharma/pharma partners and licensees as B2B customers; eventual end patients with ALS, obesity-related conditions, and chronic pain as clinical beneficiaries
Inferred
Agent_Inference
customer_segment_secondary
Academic medical centers and KOL neurologists as clinical trial sites and early adopters; NIH/government grant agencies as non-dilutive funding sources
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
Capital allocated almost entirely to forward-looking R&D and clinical development; no legacy infrastructure drag; typical asset-light outsourced biotech model
Inferred
Agent_Inference
sec_cik
0001835022
High
SEC-EDGAR
ticker
COYA
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_03PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-24no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-24no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.