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Mid-Market Manufacturing Company
Manufacturing / Finance

Financial Performance Dashboard

A financial reporting suite automating budget vs. actuals, margin analysis, and cash flow forecasting.

55+

Monthly Hours Saved

+31%

Forecast Accuracy

-95%

Reporting Errors

Overview

A financial reporting suite automating budget vs. actuals, margin analysis, and cash flow forecasting.

Business Challenge

The finance team spent over 60 hours a month manually building budget vs. actuals reports in Excel, with high risk of formula errors and no forward-looking forecast.

Solution

Automated the entire reporting pipeline from ERP export to Power BI, added rolling cash flow and margin forecasts, and built a governed model finance could trust without manual reconciliation.

Technology Stack

Power BI
Python
SQL
Financial Reporting
Forecasting

Architecture diagram & screenshots available on request

Lessons Learned

Finance stakeholders needed audit-trail transparency into every number — building explainability into the model was as important as accuracy.

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