Ecopetrol S.A.
24a34b61-bef2-491c-9524-0e04d1627f7a
PRODUCTION_VERIFIED schema v3.0.0 Inferred last heartbeat: 2026-07-20T17:00:05.089330+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
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-041 Rent Instead of Buy VALUE High
Direct: monetization_vector contains [Commodity volume × market price (Brent-linked); revenue is highly price-sensitive — a $10/bbl Brent move impacts EBITDA by ~$1.5–2B annually.]. Corroborated: revenue_model_type=~85% transactional (spot and term crude/product sales); ~15% quasi-recurring via multi-year offtake agreements with refiners and trading companies.
SG-024
Lock-in
WHO High
SG-036
Product to Capability
WHAT High
SG-049
Subscription
VALUE High

Hybrid Combination

Rent Instead of Buy (SG-041) VALUE provides the core structure, combined with Lock-in (SG-024) + Product to Capability (SG-036) + Subscription (SG-049) to form the complete business model fingerprint.

55 Archetypes Evaluated High: 4 Medium: 15 Registry: schemas/sg55_archetype_registry.yaml

Knowledge Graph — All Sections

debt_leverage_profile
Net debt/EBITDA ~2.5x (2023); 20% rate rise adds ~$400M annual interest expense given ~$17B gross debt, compressing FCF by ~8%.
Inferred
Agent_Inference
interest_rate_sensitivity
~60% of debt is USD-denominated fixed-rate; floating-rate exposure ~$4B, so 200bps increase raises annual interest cost ~$80M.
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
Panama Canal (crude/product export route) and Caribbean Sea lanes for US Gulf Coast refinery deliveries are top two chokepoints.
Inferred
Agent_Inference
international_expansion_readiness
Primary international revenue in USD (US exports); COP devaluation vs USD is key risk — COP fell ~20% in 2022, boosting reported revenues but inflating peso-denominated costs.
Inferred
Agent_Inference
geographic_footprint
Operations concentrated in Colombia (~90% production); US Gulf exports and Brazil/Peru minor exposure; COP/USD volatility is dominant sovereign currency risk.
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
Schlumberger/SLB and Halliburton provide critical oilfield services; no single vendor likely >30% of opex, but oilfield services duopoly creates moderate switching friction.
Inferred
Agent_Inference
business_model_type_primary
Asset-heavy vertically integrated national oil company (NOC); cloud disruption risk is minimal — core operations are physical extraction and refining infrastructure.
Inferred
Agent_Inference
business_model_type_secondary
Downstream refining and petrochemicals provide secondary revenue stream; also not cloud-dependent, though ERP/SCADA systems carry some IT vendor concentration risk.
Inferred
Agent_Inference
switching_cost_profile
Low API coupling risk; core systems are industrial SCADA/ERP (SAP-based); switching costs are operational and contractual, not API-driven.
Inferred
Agent_Inference
howey_test_risk_index
Primary revenue is crude oil and refined product sales — clearly commodity transactions, not securities. Howey Test risk is negligible/not applicable.
Inferred
Agent_Inference
regulatory_burden_tier
High
Medium
GICS-regulatory-overlay-v1
data_sovereignty_risk
Minimal GDPR/CCPA exposure; customer base is B2B commodity buyers, not retail consumers. Colombian data law (Law 1581) is primary compliance framework.
Inferred
Agent_Inference
antitrust_exposure_flag
Moderate; Ecopetrol holds ~70% of Colombian oil production — faces domestic market dominance scrutiny but government ownership limits regulatory action risk.
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
~85% transactional (spot and term crude/product sales); ~15% quasi-recurring via multi-year offtake agreements with refiners and trading companies.
Inferred
Agent_Inference
monetization_vector
Commodity volume × market price (Brent-linked); revenue is highly price-sensitive — a $10/bbl Brent move impacts EBITDA by ~$1.5–2B annually.
Inferred
Agent_Inference
pricing_architecture
Prices indexed to Brent/WTI benchmarks; no proprietary pricing power — Ecopetrol is a price-taker. Stress scenario: Brent at $50 compresses EBITDA ~40% vs $80 baseline.
Inferred
Agent_Inference
pricing_power_rating
Very low (1/5); pure commodity pricing, fully market-determined. Differentials driven by crude quality (Castilla heavy crude trades at discount to Brent).
Inferred
Agent_Inference
target_gross_margin_bracket
Gross margin ~40–50% at $75–80 Brent; lifting cost ~$10–12/bbl and DD&A ~$15/bbl provide margin floor; refining margin adds ~$5–8/bbl downstream.
Inferred
Agent_Inference
churn_vulnerability_index
No free-rider problem; commodity sales are transactional. Customer churn risk is low given long-term offtake relationships with Reficar and export buyers.
Inferred
Agent_Inference
headcount_cost_structure
Revenue growth is capital-linear, not headcount-linear; doubling production requires ~2x capex but ~1.3–1.5x headcount. Labor represents ~8% of total opex.
Inferred
Agent_Inference
marginal_cost_of_growth
Sublinear headcount growth; incremental barrels require field capex ($12–18/boe finding cost) but shared infrastructure and existing workforce absorbs volume growth.
Inferred
Agent_Inference
franchise_compliance_risk
Not a franchise model; N/A. However, joint venture compliance risk exists with partners (Occidental, Shell) in operated blocks — moderate contractual drift risk.
Inferred
Agent_Inference
customer_acquisition_metric
B2B commodity sales — CAC is negligible; at 10x scale, bottleneck shifts to production capacity and pipeline infrastructure, not customer acquisition.
Inferred
Agent_Inference
network_effect_present
No network effects present; oil and gas extraction is a linear physical business. Scale advantages come from infrastructure sharing, not demand-side network dynamics.
Inferred
Agent_Inference
asset_efficiency_ratio
AI displacement risk is low for core extraction; automation can reduce drilling costs 5–10%. Asset turnover ~0.4x reflects capital intensity of upstream/downstream integration.
Inferred
Agent_Inference
recession_resistance_tier
Tier 3 (moderate vulnerability); oil demand is cyclical. However, government ownership and domestic energy mandate provide revenue floor during downturns.
Inferred
Agent_Inference
customer_segment_primary
Large international commodity trading firms and refineries (Trafigura, Vitol, US Gulf refiners) — estimated top 5 buyers represent ~50% of export revenue.
Inferred
Agent_Inference
customer_segment_secondary
Colombian domestic market (Reficar refinery, industrial consumers, transport sector) — ~35% of revenue; captive demand reduces volume risk.
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
~$6–7B annual capex (2023–2024); ~60% directed to upstream E&P maintenance/growth, ~20% to midstream, ~15% to low-carbon/transition investments — incremental legacy reallocation.
Inferred
Agent_Inference
sec_cik
0001444406
High
SEC-EDGAR
ticker
EC
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.