Excel Data Extraction & Intelligence Center
AI Powered IngestionAutomatic sheet detection, column synonym recognition, fuzzy doctor matching & Excel-to-DB reconciliation
Drag and drop your hospital doctor payout Excel file here
Supports .xlsx, .xls, .csv with formulas, multiple sheets, and summary pivot totals
Intelligent Monthly Excel Ingestion Engine
1Structure & Synonym Detection
Recognizes "Payment To", "Dr. Share", "IPD-CASH/INSURANCE", "IPD-CGHS" across diverse formats.
2Doctor Matching & Cleaning
Normalizes "DR ADITYA BHATI" to canonical "Dr. Aditya Bhati" at 99%+ confidence score.
3Grand Total Exclusion & Reconcile
Excludes pivot summary rows from doctor records while verifying total sum balance.
Natural Language Hospital Payout Query
Ask questions on doctors, historical ledger totals, TDS, and scheme distributions
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