Arcadia Biosciences, Inc.
7193a8bc869a44ca918a0039aa691de3
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-20T02:32:27.994191+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
upfront_premium_ratio
null
Inferred
Pending — BM Dev Shop classification run
companion_product_pricing
null
Inferred
Pending — BM Dev Shop classification run
ecosystem_lock_post_purchase
null
Inferred
Pending — BM Dev Shop classification run
hardware_margin_profile
null
Inferred
Pending — BM Dev Shop classification run
software_attach_rate
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-023 Licensing VALUE High
Direct: monetization_vector contains [Trait licensing milestones plus direct-to-consumer GoodWheat branded flour sales; heavily transactional, lumpiness creates revenue volatility]. Corroborated: revenue_model_type=Predominantly transactional/milestone-based licensing (~80%) with small recurring branded consumer product revenue (~20%); limited multi-year contracts
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High
SG-010
Digitization
WHAT High
SG-025
Long Tail
WHAT High
SG-033
Peer-to-Peer
HOW High
SG-053
Two-sided Market
HOW High

Hybrid Combination

Licensing (SG-023) VALUE provides the core structure, combined with Product to Capability (SG-036) + Subscription (SG-049) + Digitization (SG-010) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 7 Medium: 16 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
0.52x Total Debt / Equity (Moderate leverage)
High
SEC-XBRL
interest_rate_sensitivity
Low direct sensitivity; minimal long-term debt, but rising rates increase cost of equity raises critical for cash-burn-stage ag-biotech company
Inferred
Agent_Inference
geopolitical_supply_exposure
High intensity; OPEC+ supply decisions and Russia-Ukraine conflict drive price volatility.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
1) US-China seed trait licensing tensions; 2) Hawaiian/California drought regions affecting proprietary crop trial supply
Inferred
Agent_Inference
international_expansion_readiness
Limited international revenue; CAD and EUR exposure via Canadian/European licensing deals; modest devaluation risk given small international share
Inferred
Agent_Inference
geographic_footprint
Primarily US-based operations; limited exposure to sovereign currency risk; minor CAD/EUR licensing revenue represents under 15% of total
Inferred
Agent_Inference
commodity_exposure_profile
High intensity; commodities: Crude Oil, Natural Gas, Coal, Refined Petroleum Products, Uranium, Steel (equipment); geopolitical: OPEC+ supply decisions and Russia-Ukraine conflict drive price volatility.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
Moderate; reliance on single contract research organizations for field trials creates substitution friction but no single vendor exceeds 30% of costs
Inferred
Agent_Inference
business_model_type_primary
Minimal cloud dependency; ag-biotech R&D and trait licensing model relies on lab/field infrastructure more than cloud platforms
Inferred
Agent_Inference
business_model_type_secondary
Trait licensing and branded consumer goods (GoodWheat) represent secondary model; cloud termination would cause administrative disruption only
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; company uses standard bioinformatics and genomics software tools with multiple substitutable alternatives
Inferred
Agent_Inference
howey_test_risk_index
Low Howey risk; revenue from trait licensing and consumer food sales is clearly product/service-based, not investment contract structure
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Low GDPR/CCPA exposure; company holds genomic crop data not personal consumer data; minimal personal data collection in core business
Inferred
Agent_Inference
antitrust_exposure_flag
Low antitrust risk; Arcadia holds niche trait IP in fragmented ag-biotech market dominated by Bayer/Corteva; no market concentration concern
Inferred
Agent_Inference
regulatory_exposure_profile
High burden; regimes: EPA, FERC, DOE, CFTC, OSHA, SEC; Accelerating emissions mandates and methane rules threaten capex economics.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
Predominantly transactional/milestone-based licensing (~80%) with small recurring branded consumer product revenue (~20%); limited multi-year contracts
Inferred
Agent_Inference
monetization_vector
Trait licensing milestones plus direct-to-consumer GoodWheat branded flour sales; heavily transactional, lumpiness creates revenue volatility
Inferred
Agent_Inference
pricing_architecture
Licensing fees set by negotiated IP value; consumer pricing vulnerable to commodity wheat substitution; thin margin buffer in food segment
Inferred
Agent_Inference
pricing_power_rating
Low-to-moderate; trait licensing commands IP premium but small company negotiating against large agri-corporations limits realized pricing power
Inferred
Agent_Inference
target_gross_margin_bracket
Licensing segment ~70-80% gross margin; consumer food segment ~30-40%; blended corporate gross margin approximately 40-55%
Inferred
Agent_Inference
churn_vulnerability_index
Free-rider risk low in licensing; however, open-source crop genomics research could erode proprietary trait differentiation over time
Inferred
Agent_Inference
headcount_cost_structure
Sublinear growth potential in licensing (IP scales without proportional headcount); consumer food segment is more headcount-linear
Inferred
Agent_Inference
marginal_cost_of_growth
Doubling licensing revenue requires minimal headcount addition; doubling consumer food revenue requires proportional operational/marketing investment
Inferred
Agent_Inference
franchise_compliance_risk
Not applicable; Arcadia does not operate a franchise model
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC efficiency improves in licensing (fixed IP development cost); consumer food CAC remains high relative to thin per-unit margin
Inferred
Agent_Inference
network_effect_present
No meaningful network effects; trait licensing and branded food are point-to-point transactions without compounding user network value
Inferred
Agent_Inference
asset_efficiency_ratio
-35.6% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Moderate resilience; food ingredient inputs are non-discretionary but premium branded flour and ag-biotech R&D budgets are recession-sensitive
Inferred
Agent_Inference
customer_segment_primary
Large food manufacturers and grain companies licensing wheat/specialty crop traits; high concentration risk with few large counterparties
Inferred
Agent_Inference
customer_segment_secondary
Direct-to-consumer premium baking enthusiasts via GoodWheat brand; small segment, fragmented, reducing concentration but adding execution complexity
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", "19-0000 Life, Physical, and Social Science Occupations", "23-0000 Legal 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", "53-0000 Transportation and Material Moving Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.33 (HIL — ~33% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
0.0% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
sec_cik
0001469443
High
SEC-EDGAR
ticker
RKDA
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_03PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-20no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-20no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.