Master Data Matchingv1.0.0

Identify and merge duplicate vendor records in procurement systems by matching vendor name, tax ID, and contact details. The dual-path retrieval handles slight variations in OCR-extracted data from invoices.

Resolve customer records from sales orders, CRM, and ERP systems. The skill matches customer codes, names, and credit limits with vector similarity to handle typos or formatting differences.

Match employee data from OCR-scanned HR forms (e.g., ID numbers, names) against the HR database. The human-in-the-loop feature flags mismatches for manual review.

Reconcile company financial records across subsidiaries using registration numbers and fiscal year-end. Active learning adjusts thresholds based on field error rates.

Offer the matching system as a cloud-based service with tiered pricing based on volume of records processed. Recurring revenue from monthly or annual subscriptions.

Charge per matching pipeline run or per record resolved. Suitable for high-volume, occasional use cases like OCR reconciliation in accounting firms.

License the skill to large enterprises for on-premise deployment with customization and dedicated support. Revenue from upfront license fees and maintenance contracts.