Home Page — Consensus Supplier Data Validation
Consensus Method for Supplier Data Validation in the Philippines
Core R&D Activity
Consensus-based validation of TIN, supplier name, and address extracted from receipts.
Business Context
- ❌ Lack of a public company database in the Philippines
- ⚠️ Frequent data inconsistencies across receipts (misspellings, missing fields, mismatched addresses)
- ✅ Need for consensus-based algorithms to establish reliable supplier identity for accounting compliance
System Features
• Data Loading
Import and analyze receipts from CSV/JSON formats for supplier information.
• Field Normalization
Standardize name and address fields to reduce inconsistencies.
• Duplicate & Conflict Detection
Identify conflicting supplier records across multiple receipts.
• Consensus Validation
Apply consensus algorithms (weighted majority, rule-based heuristics, ML scoring) to determine the most reliable supplier identity.