Golden Record Consolidation Agent

Reconciles conflicting data across appraisals, registries and contracts into one certified source of truth per property, mortgage and person.

ReconcileNPL & credit servicing

The business process

Post-extraction reconciliation that certifies information about properties, mortgages and subjects across an NPL portfolio, the gold layer of a graph-based medallion architecture.

What the agent reads

  • Already processed documents from the silver layer: CTU appraisals, cadastral extracts, mortgage notes, loan contracts, deeds of sale, statements of liabilities

What it produces

  • Consolidated, certified entities: definitive cadastral data, mortgage details, certified identities
  • Logical relations between objects, such as the unique property-to-mortgage link
  • Metadata mapped to case number and workflow phase for API integration

How it works

Cross-document checks with fuzzy matching resolve conflicts between discordant sources. A source hierarchy establishes which value prevails, and a confidence score is computed for every consolidated record.

Runs on

  • Semantic knowledge graph
  • Ontology-driven workflows
  • APIs & MCP connectors

Bring the AI to your people, not your people to the AI.