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Capabilities

Tools used inside real reporting work.

SQL, Power BI, Power Platform, Python, Excel and Power Query have different jobs. These pages show where each tool enters a working routine, which records it handles and what evidence proves the build.

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SQL

SQL gives invoice lines, orders, receipts and reference data a declared grain before they become shared reporting totals.

See how SQL is used
Executed DuckDB evidence showing sales, purchasing and stock fact counts, the May 2016 commercial result and passing release controls
Project proof

SQL-backed Reporting Foundation

A wholesale reporting mart built from Microsoft’s Wide World Importers sample database so sales, purchasing, stock and margin reports use the same customers, products, dates and totals.

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Power BI

Power BI connects an agreed management question to a dimensional model, explicit measures and the records needed to explain the result.

See how Power BI is used
Numerical bridge from five published on-time delivery percentages to the approved result
Project proof

On-time Delivery Metric Reconciliation

A row-level reconciliation explaining why the SQL reporting mart, Power BI model, Excel management pack, operational extract and manually maintained report show different on-time delivery percentages.

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Python

Python turns a reporting check into an executable rule that retains the failed rows, run time, affected report and later retest.

See how Python is used
Executed Python check results listing nineteen order and delivery rules, their dimensions, initial states, failed-row counts and responsible roles
Project proof

Order and Delivery Data Quality Checks

A repeatable set of checks that stops incomplete or contradictory order records from entering the monthly service report and gives each failed row a specific correction reason.

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Excel and Power Query

Excel and Power Query are used when people need a familiar workbook without hiding file intake, transformation logic, adjustments or checks.

See how Excel and Power Query is used
Native workbook evidence showing the regional folder query, typed staging, customer and product joins, failed row output and selected Power Query M code
Project proof

Monthly Sales and Margin Workbook Rebuild

An Excel and Power Query rebuild that replaces the monthly copying of regional sales files with a repeatable refresh, visible adjustments and a checked sales and margin pack.

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