Ricoh

Contract Variability & Pricing Analysis Dashboard

Developed a data-driven dashboard to analyze contract variability and price increase patterns across different operating companies.

Key contributions:

• Structured and analyzed contract and serial-level data

• Built a dynamic dashboard to monitor variability, pricing trends, and regional performance

• Identified inconsistencies in contract adjustments across markets

• Translated raw data into actionable KPIs for management

This project strengthened my ability to connect data analysis with commercial decision-making in a multinational B2B environment.