Secured NPL Data Acquisition Agent
Reads 130 million pages of loan and property files and extracts 330 datapoints per case for due diligence.
The business process
Management of credit portfolios and real-estate assets from non-performing loans, supporting legal due diligence and recovery strategy through massive data acquisition.
What the agent reads
- Mortgage contracts and mortgage registrations
- Guarantees and sale orders
- Court appraisals (CTU), property registers and statements of liabilities
What it produces
- 330 datapoints including creditor data, property owners and complete cadastral data: sheet, parcel, sub-unit, cadastral income
- A semantic search engine over the whole unstructured dataset
How it works
Automatic classification and entity/object extraction based on semantic context and layout. An integrated semantic search engine lets analysts retrieve information with natural-language, regex or keyword queries across the entire archive.
Runs on
- Domain-tuned SLM/LLM/VLM serving
- Semantic knowledge graph
- GraphRAG & traversal queries
- Human-in-the-loop review
Related agents
Agents that share the same industry or the same capabilities.
Unsecured NPL Classification Agent
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NPL Payment Proposal Due Diligence Agent
Verifies every repayment plan against the customer database before it is sent to the debtor.
Golden Record Consolidation Agent
Reconciles conflicting data across appraisals, registries and contracts into one certified source of truth per property, mortgage and person.