Liberty Capital Corp
77fba60b19ce4aeeafd095525bc6d8c6
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-06-13T19:08:10.161792+00:00

Business Model Classification Tokens

monetization_vector
recurring subscription fees / government subsidies
Medium
SEC-10K 0001104659-26-013442
pricing_architecture
tiered / negotiated / regulated / subsidy-based
Medium
SEC-10K 0001104659-26-013442
revenue_model_type
subscription / interest & fees
Medium
SEC-10K 0001104659-26-013442
customer_acquisition_metric
Direct sales / bundling / cross-sell through customer service representatives
Medium
SEC-10K 0001104659-26-013442
customer_segment_primary
consumer / SMB / enterprise / government / institutional
Medium
SEC-10K 0001104659-26-013442
customer_segment_secondary
Rural / underserved communities
Medium
SEC-10K 0001104659-26-013442
business_model_type_primary
telecommunications service provider / regulated utility
Medium
SEC-10K 0001104659-26-013442
business_model_type_secondary
government subsidy recipient / rural broadband provider
Medium
SEC-10K 0001104659-26-013442
supply_chain_dependency
Moderate
Medium
SEC-10K 0001104659-26-013442
headcount_cost_structure
Linear
Medium
SEC-10K 0001104659-26-013442
geographic_footprint
Domestic / Alaska-concentrated
Medium
SEC-10K 0001104659-26-013442
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001104659-26-013442
antitrust_exposure_flag
No
Medium
SEC-10K 0001104659-26-013442
data_sovereignty_risk
Moderate
Medium
SEC-10K 0001104659-26-013442
vendor_lock_dependency_score
Moderate
Medium
SEC-10K 0001104659-26-013442
pricing_power_rating
Moderate
Medium
SEC-10K 0001104659-26-013442
network_effect_present
Partial
Medium
SEC-10K 0001104659-26-013442
switching_cost_profile
High
Medium
SEC-10K 0001104659-26-013442
asset_efficiency_ratio
-11.9% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0001104659-26-013442
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001104659-26-013442
debt_leverage_profile
0.58x Total Debt / Equity (Moderate leverage)
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
Sublinear
Medium
SEC-10K 0001104659-26-013442
franchise_compliance_risk
N-A
Medium
SEC-10K 0001104659-26-013442
international_expansion_readiness
Low
Medium
SEC-10K 0001104659-26-013442
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
0002057463
High
SEC-EDGAR
ticker
GLIBA
High
SEC-EDGAR
capital_expenditure_profile
23.7% CapEx / Revenue (High-CapEx Infrastructure)
High
SEC-XBRL
churn_vulnerability_index
Moderate
Medium
SEC-10K 0001104659-26-013442
Filings_Dog_Scope
antitrust_exposure_flag,business_model_type_primary,business_model_type_secondary,churn_vulnerability_index,customer_acquisition_metric,customer_segment_primary,customer_segment_secondary,data_sovereignty_risk,franchise_compliance_risk,geographic_footprint,geopolitical_supply_exposure,headcount_cost_structure,howey_test_risk_index,interest_rate_sensitivity,international_expansion_readiness,marginal_cost_of_growth,monetization_vector,network_effect_present,pricing_architecture,pricing_power_rating,recession_resistance_tier,regulatory_burden_tier,revenue_model_type,supply_chain_dependency,switching_cost_profile,vendor_lock_dependency_score
High
SEC-10K 0001104659-26-013442

Knowledge Graph — All Sections

monetization_vector
recurring subscription fees / government subsidies
Medium
SEC-10K 0001104659-26-013442
pricing_architecture
tiered / negotiated / regulated / subsidy-based
Medium
SEC-10K 0001104659-26-013442
revenue_model_type
subscription / interest & fees
Medium
SEC-10K 0001104659-26-013442
customer_acquisition_metric
Direct sales / bundling / cross-sell through customer service representatives
Medium
SEC-10K 0001104659-26-013442
customer_segment_primary
consumer / SMB / enterprise / government / institutional
Medium
SEC-10K 0001104659-26-013442
customer_segment_secondary
Rural / underserved communities
Medium
SEC-10K 0001104659-26-013442
business_model_type_primary
telecommunications service provider / regulated utility
Medium
SEC-10K 0001104659-26-013442
business_model_type_secondary
government subsidy recipient / rural broadband provider
Medium
SEC-10K 0001104659-26-013442
supply_chain_dependency
Moderate
Medium
SEC-10K 0001104659-26-013442
headcount_cost_structure
Linear
Medium
SEC-10K 0001104659-26-013442
geographic_footprint
Domestic / Alaska-concentrated
Medium
SEC-10K 0001104659-26-013442
regulatory_burden_tier
Medium
Medium
GICS-regulatory-overlay-v1
howey_test_risk_index
Low
Medium
SEC-10K 0001104659-26-013442
antitrust_exposure_flag
No
Medium
SEC-10K 0001104659-26-013442
data_sovereignty_risk
Moderate
Medium
SEC-10K 0001104659-26-013442
vendor_lock_dependency_score
Moderate
Medium
SEC-10K 0001104659-26-013442
pricing_power_rating
Moderate
Medium
SEC-10K 0001104659-26-013442
network_effect_present
Partial
Medium
SEC-10K 0001104659-26-013442
switching_cost_profile
High
Medium
SEC-10K 0001104659-26-013442
asset_efficiency_ratio
-11.9% Return on Assets (Negative equity)
High
SEC-XBRL
recession_resistance_tier
Mixed
Medium
SEC-10K 0001104659-26-013442
interest_rate_sensitivity
Moderate
Medium
SEC-10K 0001104659-26-013442
debt_leverage_profile
0.58x Total Debt / Equity (Moderate leverage)
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
Sublinear
Medium
SEC-10K 0001104659-26-013442
franchise_compliance_risk
N-A
Medium
SEC-10K 0001104659-26-013442
international_expansion_readiness
Low
Medium
SEC-10K 0001104659-26-013442
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
0002057463
High
SEC-EDGAR
ticker
GLIBA
High
SEC-EDGAR
capital_expenditure_profile
23.7% CapEx / Revenue (High-CapEx Infrastructure)
High
SEC-XBRL
churn_vulnerability_index
Moderate
Medium
SEC-10K 0001104659-26-013442
Filings_Dog_Scope
antitrust_exposure_flag,business_model_type_primary,business_model_type_secondary,churn_vulnerability_index,customer_acquisition_metric,customer_segment_primary,customer_segment_secondary,data_sovereignty_risk,franchise_compliance_risk,geographic_footprint,geopolitical_supply_exposure,headcount_cost_structure,howey_test_risk_index,interest_rate_sensitivity,international_expansion_readiness,marginal_cost_of_growth,monetization_vector,network_effect_present,pricing_architecture,pricing_power_rating,recession_resistance_tier,regulatory_burden_tier,revenue_model_type,supply_chain_dependency,switching_cost_profile,vendor_lock_dependency_score
High
SEC-10K 0001104659-26-013442

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

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

Live Status

No Live Status block found.