Coda Octopus Group Inc
483ff035-cf90-4e60-bdf7-4e083e253be2
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-06-11T21:15:33.942949+00:00

Business Model Classification Tokens

monetization_vector
unit sales / recurring fees / licensing
Medium
SEC-10K 0001493152-26-004135
pricing_architecture
tiered / negotiated / fixed hourly rates
Medium
SEC-10K 0001493152-26-004135
target_gross_margin_bracket
69.8% Gross Margin (Premium (>60%))
High
SEC-XBRL
revenue_model_type
product sales / services / licensing
Medium
SEC-10K 0001493152-26-004135
customer_acquisition_metric
Direct sales team, industry events, agents/distributors, website
Medium
SEC-10K 0001493152-26-004135
customer_segment_primary
enterprise / government / institutional
Medium
SEC-10K 0001493152-26-004135
customer_segment_secondary
commercial / research institutions
Medium
SEC-10K 0001493152-26-004135
business_model_type_primary
manufacturer / technology products company
Medium
SEC-10K 0001493152-26-004135
business_model_type_secondary
services provider / consultant
Medium
SEC-10K 0001493152-26-004135
supply_chain_dependency
Moderate
Medium
SEC-10K 0001493152-26-004135
headcount_cost_structure
52.1% OpEx / Revenue (High Cost Structure)
High
SEC-XBRL
geographic_footprint
International - significant
Medium
SEC-10K 0001493152-26-004135
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001493152-26-004135
antitrust_exposure_flag
No
Medium
SEC-10K 0001493152-26-004135
data_sovereignty_risk
Moderate
Medium
SEC-10K 0001493152-26-004135
vendor_lock_dependency_score
Moderate
Medium
SEC-10K 0001493152-26-004135
pricing_power_rating
Moderate to Strong
Medium
SEC-10K 0001493152-26-004135
network_effect_present
No
Medium
SEC-10K 0001493152-26-004135
switching_cost_profile
High
Medium
SEC-10K 0001493152-26-004135
asset_efficiency_ratio
8.0% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0001493152-26-004135
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001493152-26-004135
debt_leverage_profile
0.01x Total Debt / Equity (Conservative)
High
SEC-XBRL
geopolitical_supply_exposure
Low intensity; China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
marginal_cost_of_growth
52.1% OpEx as % Revenue (High Growth Cost)
High
SEC-XBRL
franchise_compliance_risk
N-A
Medium
SEC-10K 0001493152-26-004135
international_expansion_readiness
High
Medium
SEC-10K 0001493152-26-004135
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "23-0000 Legal Occupations", "27-0000 Arts, Design, Entertainment, Sports, and Media Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "49-0000 Installation, Maintenance, and Repair Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.31 (HIL — ~31% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v2
commodity_exposure_profile
Low intensity; commodities: electricity (grid power for networks and data centers), copper (legacy access networks, cabling, connectors), fiber-optic glass / silica with germanium dopant, diesel fuel (fleet operations and backup generation), steel (towers, masts, conduit), aluminum (cable sheathing, enclosures, structures); geopolitical: China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
regulatory_exposure_profile
Medium burden; regimes: FCC, FTC, GDPR, DOJ, CFIUS, EU DMA; Platform content-liability reform and antitrust actions threaten core business models.
Medium
GICS-regulatory-overlay-v1
sec_cik
0001334325
High
SEC-EDGAR
ticker
CODA
High
SEC-EDGAR
capital_expenditure_profile
2.5% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
churn_vulnerability_index
Low to Moderate
Medium
SEC-10K 0001493152-26-004135

Knowledge Graph — All Sections

monetization_vector
unit sales / recurring fees / licensing
Medium
SEC-10K 0001493152-26-004135
pricing_architecture
tiered / negotiated / fixed hourly rates
Medium
SEC-10K 0001493152-26-004135
target_gross_margin_bracket
69.8% Gross Margin (Premium (>60%))
High
SEC-XBRL
revenue_model_type
product sales / services / licensing
Medium
SEC-10K 0001493152-26-004135
customer_acquisition_metric
Direct sales team, industry events, agents/distributors, website
Medium
SEC-10K 0001493152-26-004135
customer_segment_primary
enterprise / government / institutional
Medium
SEC-10K 0001493152-26-004135
customer_segment_secondary
commercial / research institutions
Medium
SEC-10K 0001493152-26-004135
business_model_type_primary
manufacturer / technology products company
Medium
SEC-10K 0001493152-26-004135
business_model_type_secondary
services provider / consultant
Medium
SEC-10K 0001493152-26-004135
supply_chain_dependency
Moderate
Medium
SEC-10K 0001493152-26-004135
headcount_cost_structure
52.1% OpEx / Revenue (High Cost Structure)
High
SEC-XBRL
geographic_footprint
International - significant
Medium
SEC-10K 0001493152-26-004135
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001493152-26-004135
antitrust_exposure_flag
No
Medium
SEC-10K 0001493152-26-004135
data_sovereignty_risk
Moderate
Medium
SEC-10K 0001493152-26-004135
vendor_lock_dependency_score
Moderate
Medium
SEC-10K 0001493152-26-004135
pricing_power_rating
Moderate to Strong
Medium
SEC-10K 0001493152-26-004135
network_effect_present
No
Medium
SEC-10K 0001493152-26-004135
switching_cost_profile
High
Medium
SEC-10K 0001493152-26-004135
asset_efficiency_ratio
8.0% Return on Assets (Excellent)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0001493152-26-004135
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001493152-26-004135
debt_leverage_profile
0.01x Total Debt / Equity (Conservative)
High
SEC-XBRL
geopolitical_supply_exposure
Low intensity; China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
marginal_cost_of_growth
52.1% OpEx as % Revenue (High Growth Cost)
High
SEC-XBRL
franchise_compliance_risk
N-A
Medium
SEC-10K 0001493152-26-004135
international_expansion_readiness
High
Medium
SEC-10K 0001493152-26-004135
characteristic_occupations
["11-0000 Management Occupations", "13-0000 Business and Financial Operations Occupations", "15-0000 Computer and Mathematical Occupations", "23-0000 Legal Occupations", "27-0000 Arts, Design, Entertainment, Sports, and Media Occupations", "41-0000 Sales and Related Occupations", "43-0000 Office and Administrative Support Occupations", "49-0000 Installation, Maintenance, and Repair Occupations"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.31 (HIL — ~31% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v2
commodity_exposure_profile
Low intensity; commodities: electricity (grid power for networks and data centers), copper (legacy access networks, cabling, connectors), fiber-optic glass / silica with germanium dopant, diesel fuel (fleet operations and backup generation), steel (towers, masts, conduit), aluminum (cable sheathing, enclosures, structures); geopolitical: China's December 2024 ban on gallium and germanium exports to the US (germanium tetrachloride is the core dopant in optical fiber; gallium underpins optoelectronic transceivers) sits on top of the sector's binding 2026 constraint of grid-power scarcity and multi-year interconnection queues for AI-driven data-center buildouts.
Medium
GICS-commodity-overlay-v2
regulatory_exposure_profile
Medium burden; regimes: FCC, FTC, GDPR, DOJ, CFIUS, EU DMA; Platform content-liability reform and antitrust actions threaten core business models.
Medium
GICS-regulatory-overlay-v1
sec_cik
0001334325
High
SEC-EDGAR
ticker
CODA
High
SEC-EDGAR
capital_expenditure_profile
2.5% CapEx / Revenue (Low-CapEx Asset-Light)
High
SEC-XBRL
churn_vulnerability_index
Low to Moderate
Medium
SEC-10K 0001493152-26-004135

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_03PENDING——
SKILL_LEGAL_SEC_01PENDING——
SKILL_SHORT_BEAR_01PENDING——
SKILL_MACRO_STRAT_01PENDING——
SKILL_OPS_PARTNER_01PENDING——

Live Status

No Live Status block found.