Ecopetrol / AI and advanced analytics ecosystem; intelligent upstream planning

AI-147 · Source-linked project profile. Read the scope, reported result and what remains unknown.

What the source says

The disclosure shows both an enabling capability and a narrow productivity result, while candidly naming maturity limits. Avoid attributing Ecopetrol-wide innovation benefits to AI.

Company

Ecopetrol

Department

IT, data & enterprise transformation

Record type

company_adoption

Disclosed stage

Ecosystem implemented in 2025; maturity assessment identified constraints

Source date

2026-03-04

Source-date precision

day

Source provenance

A · Operator filing

Review disposition

Source-attributed; not an independent validation

Reported result

AI investment US$1.88m in 2025; benefits US$3.5m (revenue +US$2.06m, costs −US$1.44m); cumulative ROI since 2021 estimated at 7% (company-reported); 4,609 labor hours released by intelligent planner

What this does not establish

Company-reported AI portfolio investment and revenue/cost benefits, not audited project cash ROI. No all-in project cost, cash-conversion bridge or comparable asset-level denominator; the cumulative ROI uses a different period.

Analyst inference: The disclosure shows both an enabling capability and a narrow productivity result, while candidly naming maturity limits. Avoid attributing Ecopetrol-wide innovation benefits to AI.

Original sources

• Informe de gestión y resultados 2025 · 2026-03-04

  Technology and innovation section; AI ecosystem and upstream planner

• Ecopetrol 2025 Integrated Management Report — EVO talent map · 2026 AGM report; covers 2025

  Printed p. 229; physical PDF page 230, TEC para el talento humano / EVO.

Disclosure history

A source grade describes provenance, not independent verification. This is a research profile, not a measure of net return. Report a correction.