Ausgrid
339e18c1-feb4-4494-a0c5-62d797ab43e8
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-21T18:39:16.119543+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-024 Lock-in WHO High
Direct: vendor_lock_dependency_score=Moderate; Schneider Electric and Siemens collectively supply critical SCADA/grid automation equipment with limited near-term substitutability.
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
Regulated asset base ~A$20B+; gearing ~60-65% debt/RAB; a 20bp rate rise adds ~A$40M annual interest cost on floating/refinanced debt.
Inferred
Agent_Inference
interest_rate_sensitivity
High sensitivity; ~70% of revenue tied to regulated WACC resets; 20bp rise compresses allowed return margin by ~3-5% on incremental refinancing.
Inferred
Agent_Inference
geopolitical_supply_exposure
High intensity; European gas dependency on Russia exposed structural energy security vulnerabilities.
Medium
GICS-commodity-overlay-v1
supply_chain_dependency
1) Chinese-manufactured transformers/switchgear (Xinjiang/Taiwan Strait risk); 2) Submarine/HV cable components via South China Sea shipping lanes.
Inferred
Agent_Inference
international_expansion_readiness
null
Inferred
Agent_Inference
geographic_footprint
Purely domestic Australian operator (NSW/ACT); zero international revenue; no sovereign currency devaluation exposure.
Inferred
Agent_Inference
commodity_exposure_profile
High intensity; commodities: Natural Gas, Coal, Uranium, Crude Oil, Copper (grid), Lithium (storage); geopolitical: European gas dependency on Russia exposed structural energy security vulnerabilities.
Medium
GICS-commodity-overlay-v1
vendor_lock_dependency_score
Moderate; Schneider Electric and Siemens collectively supply critical SCADA/grid automation equipment with limited near-term substitutability.
Inferred
Agent_Inference
business_model_type_primary
Physical grid infrastructure operator; not cloud-dependent for core operations; operational disruption limited to billing/CRM systems.
Inferred
Agent_Inference
business_model_type_secondary
Cloud termination risk is low-medium; core SCADA/OT systems are on-premise; cloud used for customer-facing and back-office applications only.
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; proprietary OT/SCADA systems dominate; limited SaaS API dependency in core grid operations.
Inferred
Agent_Inference
howey_test_risk_index
Not applicable; revenue model is regulated network tariffs, not an investment contract; Howey Test risk is negligible.
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Low GDPR exposure (domestic only); moderate Australian Privacy Act risk on ~1.8M customer smart meter data; no CCPA applicability.
Inferred
Agent_Inference
antitrust_exposure_flag
Regulated natural monopoly; antitrust risk managed via AER oversight; price regulation substitutes for competition law in distribution.
Inferred
Agent_Inference
regulatory_exposure_profile
Very High burden; regimes: FERC, NERC, EPA, NRC, State PUCs, DOE; Rate-case lag and clean-energy mandates compress returns on regulated asset base.
Medium
GICS-regulatory-overlay-v1
revenue_model_type
~95%+ recurring; multi-year regulated tariff revenue under AER determinations; minimal transactional revenue.
Inferred
Agent_Inference
monetization_vector
Regulated network use-of-system charges (DUOS) paid by retailers; secondary revenue from contestable services and metering.
Inferred
Agent_Inference
pricing_architecture
AER-set revenue cap model; pricing stress-tested via regulatory reset every 5 years; limited ability to pass through cost spikes mid-period.
Inferred
Agent_Inference
pricing_power_rating
Low autonomous pricing power; fully regulated; price increases require AER approval via regulatory determination process.
Inferred
Agent_Inference
target_gross_margin_bracket
Regulated EBITDA margins ~45-55%; gross margin high on network tariffs but capital intensity compresses net returns to ~8-10% RAB return.
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider risk; captive regulated monopoly; customers cannot bypass distribution network; churn structurally impossible.
Inferred
Agent_Inference
headcount_cost_structure
Sublinear; asset base growth requires capex not proportional headcount; field workforce scales modestly with network expansion.
Inferred
Agent_Inference
marginal_cost_of_growth
Predominantly capital-marginal, not labour-marginal; incremental RAB additions drive revenue growth with modest incremental opex.
Inferred
Agent_Inference
franchise_compliance_risk
null
Inferred
Agent_Inference
customer_acquisition_metric
Not applicable at 10x scale; regulated monopoly footprint; customer base determined by geography, not acquisition spend.
Inferred
Agent_Inference
network_effect_present
Weak traditional network effects; value is infrastructure monopoly, not user-density driven; no reinforcing demand-side network effects.
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low for field ops; moderate for metering/analytics roles; ~10-15% back-office headcount reduction feasible over 5 years.
Inferred
Agent_Inference
recession_resistance_tier
Tier 1 recession-resistant; electricity distribution is essential service; volume declines <3% in GFC-scale downturns historically.
Inferred
Agent_Inference
customer_segment_primary
Electricity retailers (AGL, Origin, EnergyAustralia) as direct DUOS-paying customers; top 3 retailers represent ~70% of network revenue.
Inferred
Agent_Inference
customer_segment_secondary
End-use residential and SME consumers (~1.8M connections) in Greater Sydney, Hunter, and Central Coast regions.
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", "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"]
High
SOC-2018/GICS-overlay
agent_automatable_labor_share
0.34 (HIL — ~34% of characteristic roles agent-automatable)
Medium
SOC-2018 + agentic-exposure-v1
capital_expenditure_profile
Capex shifting toward grid modernisation (EV charging, DER integration, resilience); legacy augmentation capex declining as proportion of total.
Inferred
Agent_Inference
sec_cik
null
Inferred
Agent_Inference
ticker
Ausgrid is privately owned (AustralianSuper, IFM, CDPQ); not publicly listed; no ticker or public market discount applicable.
Inferred
Agent_Inference

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_03PASS2026-07-21no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-21no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-21no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01FAIL2026-07-211 authored question(s) unanswerable — e.g. QBANK_MACRO_003 n
SKILL_OPS_PARTNER_01FAIL2026-07-211 authored question(s) unanswerable — e.g. QBANK_OPS_002 nee

Live Status

No Live Status block found.