Persistent UK Property Risk Knowledge Graph Agent with Government Open Data, Land Registry Price, Walkability, Satellite Land Hazard & Live Web Intelligence Enrichment
The missing server stress-tests a UK mortgage portfolio and produces structured property-level risk classifications and narrative reasoning. The Memory workflows stores each property's risk history, area intelligence scores, and breach narratives as a persistent knowledge graph, allowing the agent to reason across time ('this property has been on watch for 3 consecutive months') and across the portfolio ('all breaches cluster in postcodes with declining area scores'). On each monthly run, the agent enriches the graph with new stress results and surfaces cross-portfolio patterns — such as correlated geographic risk concentrations — that a single-pass analysis would miss.
Tools connected
- HM Land Registry Price Paid Data
- Pipeworx gateway
- Xvfb
- Walk Score API
- SQLite
- Pipeworx Gateway
- data.gov.uk CKAN API
- Chrome DevTools Protocol
What it automates
1) Fetch location intelligence scores and area_metrics for each property from OneGoodArea/OneGoodArea. 2) Fetch current UK base rate, SONIA, and mortgage rate series from rate data source. 3) applies +200bps and +400bps rate shock scenarios to each property's LTV and debt-service coverage. 4) classifies each property as 'pass', 'watch', or 'breach' with reasoning. 5) drafts a lender credit memo summarising portfolio-level stress results and individual breach narratives.
Want this one built?
Schedule it and we'll build it in the next 24 hours — you'll get an email the moment it goes live.