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  1. Home
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  3. Automating Flux Analysis for a Leading Technology Enterprise
TechnologyFinancial AutomationFlux AnalysisData Visualization

Automating Flux Analysis for a Leading Technology Enterprise

Automated manual flux analysis processes for an accounting operations team, reducing the time of analysis to minutes instead of hours and saving 3 Full-Time Equivalents (FTEs).

Automating Flux Analysis for a Leading Technology Enterprise — dashboard visual

THE CLIENT

About the Organization

The Global Controller and Accounting Operations teams at a multinational technology enterprise.

THE CHALLENGE

The Problem

The existing recurring process for preparing monthly Flux Analysis was extremely manual and time-consuming, consuming an estimated 400 hours per month across 1–2 business days. The process involved at least 100 people from the Accounting Operations team across 5 regions and relied heavily on time-consuming drill-through investigations rather than identifying clear operational metrics that drive variances.

OUR APPROACH

How We Solved It

1

Metric Definition

Defined key drivers and metrics for L1 process areas to explain variances directly, replacing the need for manual drill-throughs.

2

Data Integration

Enhanced existing General Ledger datasets with additional data points derived from Purchase Order Accruals and Fixed Asset Depreciation tables.

3

Visualization Build

Built a Flux workbook to automatically explain period-over-period variances using the newly defined drivers and KPIs.

4

Commentary Automation

Automatically generated commentaries directly into the visualizations, while retaining the users' ability to overwrite and save them.

Integrating direct calculations and automated commentary into dynamic dashboards transforms financial reporting from a manual burden into an instant, insight-driven process.

Results

3 FTEs
Full-Time Equivalents saved
400 Hours
Estimated manual effort consumed per month prior to automation
Minutes
New time required to complete the analysis, down from hours
100+
Number of accounting operations staff involved in monthly reporting

Related Services

  • AI-Driven Financial Analytics & Insights
  • Finance Automation & AI Operations
  • Finance Transformation & Process Optimization

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