Case Study

SaffHire P&L Dashboard

A financial and operational dashboard for understanding revenue, costs, client profitability, and order-level performance.

ApplicationsAnalytics

The Problem

Revenue, vendor costs, access fees, taxes, overhead, and profitability needed to be analyzed at company, client, salesperson, and order level.

What I Designed

A practical management dashboard that turns imported operational data into useful profitability views and drill-down reporting.

How AI Was Used

  • Data model design
  • Calculation logic
  • Dashboard design
  • Coding
  • Debugging
  • Report design

What Was Built

  • Company P&L
  • Client-level P&L
  • Salesperson P&L
  • Client and order drill-downs
  • CSV import
  • Custom reporting periods
  • Print reports
  • Backup and restore

Challenges

  • Normalizing imported financial data
  • Keeping calculations consistent across reporting levels
  • Making detailed data usable for management decisions

Outcome

  • Centralized profitability reporting
  • Made client and order economics easier to inspect
  • Created a repeatable internal analysis workflow

Screenshots

SaffHire P&L Dashboard showing executive financial performance, revenue, direct costs, profitability, and system status

What This Demonstrates

Business intelligenceData transformationFinancial dashboardsDecision support