Case Study · Energy
Cost Management BI System: Digital Transformation for Energy Giants
01 — Background
A Fortune Global 50 energy leader listed in HK and NY; annual revenue of 422.2B RMB with 20+ global branches covering the entire oil & gas value chain.
02 — Challenges
Legacy BI Rigidity
System Rigidity: Previous BI implementation failed after 2 years; existing systems remained non-functional despite massive data accumulation.
Operational Friction: Modifying a single metric required code changes in 7-8 places, averaging 3+ days per update; inconsistent algorithms led to "Data Chaos."
Static Reporting: Lack of drill-down capabilities; temporary analysis required rebuilding templates or long IT development queues.
03 — Solution & Advantages
Zero-Code, Closed-Loop, Agile
Zero-Code KPI Engine
Drag-and-drop formula adjustments with automatic linkage and re-calculation, eliminating manual coding.
Closed-Loop Management
A four-version "Reporting → Adjustment → Audit → Finalization" cycle with robust data write-back and audit trails.
Agile Implementation
Migrated 38 legacy reports in 2 weeks; completed full Q1 cost re-calculation in just half a day.
04 — Key Performance
Metric Modification
Slashed by 99%
Data Accuracy
Surge with automated early-warning alerts
Accelerated Cycles
Centralized Governance
300+ base indicators & 70+ key KPI indicators
05 — Client Quote
With this BI system, moving from 'Total Oil Cost' down to a single invoice requires just 3 clicks. It allows us to decompose costs instantly and lock down the root cause.