
1. Batch Scan & Secure Upload Terminal
Upload composite sheets parsed at 300 DPI as single multi-page PDF documents securely via encrypted access nodes.

2. Machine Grading & Error Analysis
AI computer-vision loops read shade matrices, automatically tracking incomplete fillings, zero responses, or double marked errors.

3. Instant Results Export Dataset
Provides zero-wait compilation tables with data streams immediately filtering out to standard Excel spreadsheet formats.

Statistical Error Mapping & Audits
Advanced diagnostic console checking pixel configurations and density scores to map non-compliant markings cleanly.
