Key Wins:
- Fully automated Excel processing pipeline
- Dynamic matching & delta calculations
- Saves 3–4 hours daily per user
The Challenge:
Before AutomataX:
- Teams manually matched Radio KPI & Degrow TB files
- Required manual formatting, data cleanup, and pivot table creation
- No way to calculate consistent pre-post payload delta
- Regular data mismatches led to reporting errors
The Solution
We developed a complete desktop automation suite with a beautiful GUI that:
- Automatically extracts the latest KPI Excel files from folders
- Parses and matches data across Radio KPI and Degrow TB files
- Calculates pre/post payload and delta % for accurate impact tracking
- Applies contextual logic to identify site, cell type, band, and tech
- Generates pivot tables & updates everything within Excel itself
- Offers date-based filtering, formatting, and even delta visualization
Designed using Python + Threading for smooth performance and non-blocking execution.
Technical Brilliance (Under the Hood)
- Smart date parsing and dynamic column detection
- Handles both UI-based data entry and backend batch processing
- Applies domain logic
- Ensures daily reporting hygiene with zero manual effort
- Saves logs, remembers paths and is fully extendable.
🔥 Results & Benefits
- Saved 3–4 hours per user every single day
- Removed human error from sensitive KPI calculations
- Standardized reporting structure across all sites
- Increased analyst efficiency, lowered fatigue
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