ACE HARDWARE
Business & Performance Analytics: A comprehensive diagnostic, predictive, and prescriptive analysis of PT Ace Hardware Indonesia Tbk.
Methodology
The Four Pillars
Of Analysis
Descriptive
Identifying historical patterns and trends in product distribution, financial performance, and workforce demographics.
Diagnostic
Utilizing fishbone diagrams and cause-and-effect modeling to understand the underlying drivers of operational changes.
Predictive
Leveraging statistical models and historical data to forecast 2024-2025 revenue and operational sustainability.
Prescriptive
Formulating actionable strategic recommendations for market expansion, energy efficiency, and workforce retention.
Core Findings
Business Dimensions
Marketing
Product Distribution: Analyzed the contribution of various product categories (home improvement, lifestyle, eco-friendly) to total sales volume.
Store Network: Evaluated the spread of 233 stores across Indonesia, identifying high-penetration regions (Java) versus expansion opportunities in emerging markets (Kalimantan, Sulawesi, Bali-Nusa Tenggara).
Finance &
Accounting
Revenue Forecasting: Built forecasting models based on historical performance, projecting continued top-line growth through 2024 and 2025 following a 12.5% increase in 2023.
Asset Development: Conducted horizontal analysis of asset growth from 2021 to 2023 to evaluate financial resource management.
Ownership Structure: Analyzed share distribution by position to understand corporate governance stability.
Operations
Energy Efficiency: Evaluated fuel and electricity consumption trends, analyzing the operational impact and identifying areas for sustainable tech adoption.
Workforce Demographics: Analyzed employee distribution by age and education level to identify retention challenges and assess alignment with operational demands.
Visualizations
Interactive
Dashboards
The findings from the academic research were translated into an interactive Power BI dashboard suite, allowing stakeholders to dynamically drill down into Marketing, Finance, and Operational KPIs.
01 / Marketing Analytics
02 / Finance Analytics
03 / Operations Analytics
The Final Report
The comprehensive 44-page research document details the complete methodology, raw data transformations, predictive modeling, and strategic prescriptions for PT Ace Hardware Indonesia.
Full Analysis Document
Academic Report & Research