Glow Energy Public Company Limited
cd6e7eb1-25d8-4bc1-b2e3-fa27d7d18556
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-22T22:38:32.647276+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
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
billing_cadence
null
Inferred
Pending — BM Dev Shop classification run
churn_rate_benchmark
null
Inferred
Pending — BM Dev Shop classification run
annual_recurring_revenue_ratio
null
Inferred
Pending — BM Dev Shop classification run
free_trial_conversion_rate
null
Inferred
Pending — BM Dev Shop classification run
subscriber_ltv_model
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=Gas supply from PTT (state enterprise) represents >50% of fuel input cost; single-supplier dependency is high and partially non-substitutable
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: 16 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt/EBITDA ~3-4x typical for Thai IPP; 20% rate rise increases annual interest cost ~THB 500-800M, compressing net margins 3-5%
Inferred
Agent_Inference
interest_rate_sensitivity
Floating-rate debt exposure moderate; 20% rate increase reduces net profit by an estimated 8-12%, given ~THB 15-20B total debt
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
Strait of Malacca (LNG/coal imports to Thailand) and South China Sea shipping lanes are top two chokepoints
Inferred
Agent_Inference
international_expansion_readiness
Negligible sovereign currency devaluation exposure; revenues ~100% THB-denominated, no material international revenue markets
Inferred
Agent_Inference
geographic_footprint
Operations concentrated in Thailand; no meaningful foreign currency revenue exposure, minimal devaluation risk outside THB
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
Gas supply from PTT (state enterprise) represents >50% of fuel input cost; single-supplier dependency is high and partially non-substitutable
Inferred
Agent_Inference
business_model_type_primary
Physical asset-heavy power generation; no cloud infrastructure dependency — AWS/GCP/Azure termination has negligible operational impact
Inferred
Agent_Inference
business_model_type_secondary
IT/SCADA systems could face disruption but core generation operations are on-premise; cloud exit risk is low severity
Inferred
Agent_Inference
switching_cost_profile
No meaningful API coupling risk; operational technology is proprietary plant control systems, not SaaS/API-dependent platforms
Inferred
Agent_Inference
howey_test_risk_index
Revenue from electricity sales under PPA contracts; does not resemble an investment contract — Howey Test risk is effectively zero
Inferred
Agent_Inference
regulatory_burden_tier
Very High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Minimal GDPR/CCPA exposure; customer base is industrial/utility in Thailand, no EU/California consumer personal data processing at scale
Inferred
Agent_Inference
antitrust_exposure_flag
Low standalone antitrust risk post-GULF acquisition; EGCO/GULF consolidation reviewed by Thai regulators but cleared with conditions
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
~85-90% recurring via long-term PPAs (15-25 year contracts) with EGAT/industrial offtakers; minimal transactional spot market exposure
Inferred
Agent_Inference
monetization_vector
Capacity payment + energy payment structure under PPAs; primary monetization is contracted capacity availability, not volume throughput
Inferred
Agent_Inference
pricing_architecture
Tariff locked in PPAs with fuel cost pass-through clauses; pricing largely regulatory-determined, limiting downside but capping upside
Inferred
Agent_Inference
pricing_power_rating
Low independent pricing power; PPA rates set at contract inception with limited renegotiation — regulatory/contractual ceiling applies
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margin typically 25-35%; EBITDA margin 30-40% for Thai gas-fired IPPs under PPA structures
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider problem; electricity is metered and sold under binding PPAs — effectively zero churn risk during contract term
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is asset-linear not headcount-linear; doubling capacity requires capital, not proportional staff increase — sublinear headcount scaling
Inferred
Agent_Inference
marginal_cost_of_growth
Marginal growth cost driven by greenfield capex (THB 40-60M per MW); headcount increment minimal — capital-intensive, not labor-intensive expansion
Inferred
Agent_Inference
franchise_compliance_risk
Not a franchise model; N/A — operates under government-issued generation licenses and ERC regulation in Thailand
Inferred
Agent_Inference
customer_acquisition_metric
At 10x scale, CAC remains near-zero (PPAs awarded via government tender); unit economics improve via fixed-cost leverage over larger asset base
Inferred
Agent_Inference
network_effect_present
No network effects present; power generation is a utility asset business — value does not increase with number of users or peers
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk low for physical power generation; potential efficiency gains in predictive maintenance but core operations not AI-displaceable
Inferred
Agent_Inference
recession_resistance_tier
Tier 1 recession resistance; electricity demand inelastic, PPAs guarantee capacity payments regardless of economic cycle
Inferred
Agent_Inference
customer_segment_primary
EGAT (Electricity Generating Authority of Thailand) — primary offtaker representing majority of contracted capacity revenue
Inferred
Agent_Inference
customer_segment_secondary
Industrial direct customers (SPP scheme) and BLCP coal plant offtake; secondary segment adds modest diversification
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
Post-GULF acquisition, capex likely redirected toward renewables/gas transition; legacy coal assets (BLCP) generating cash but receiving minimal reinvestment
Inferred
Agent_Inference
sec_cik
null
Inferred
Agent_Inference
ticker
GLOW TB (delisted from SET ~2019 post-GULF tender offer); no longer publicly traded — discount analysis not applicable to active market price
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_03PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_LEGAL_SEC_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_SHORT_BEAR_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_MACRO_STRAT_01PASS2026-07-22no unmet atoms among this persona's authored questions
SKILL_OPS_PARTNER_01PASS2026-07-22no unmet atoms among this persona's authored questions

Live Status

No Live Status block found.