Case study

Enhanced Insights for the Fund’s CFO Office Through Periodical Tracking of Accounts Payable and Accounts Receivables

Private Equity Case Study by SG Analytics

BUSINESS SITUATION

A global PE firm wanted to track Accounts Payable (AP) & Accounts Receivable (AR) closely to reduce outstanding days due to increased interest rates

ENGAGEMENT

We created AP and AR database with 20+ KPIs and developed dynamic and interactive dashboards to optimize cash cycles.

 

SGA APPROACH

  • Data collection: Integrated and aggregated AP and AR data from client’s ERP systems and excel/CSV files
  • Data processing: Generated 20+ KPIs (outstanding days, payments overdue, etc.) to assess  current situation
  • Dashboard development: Designed and built dedicated dashboards catering to the AP and AR  teams with dynamic linkage of the database leveraging business intelligence tools
  • Data visualization: Embedded tree charts for better decision support and pattern identification
  • Interactive insights: Enabled report with natural language processing functionality to answer ad  hoc questions


Our dashboards helped our client derive actionable insights to improve visibility of cash flow

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BENEFITS & OUTCOME

  • Efficiency: Saved ~4000 manual hours annually through effective data  management and dynamic dashboards
  • Enhanced business impact: Dashboard provided insights for strategic adjustments,  enhancing liquidity management and vendor payment timeliness

 

KEY TAKEAWAYS

  • Created daily dashboard for AP & AR teams, boosting operational focus and  efficiency
  • Strengthened controls within the AP & AR process resulting in better liquidity  management and enhanced vendor and customer relationships

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