ValuInsight AI
RICS Compliant
MLOps Pipeline Orchestration, Vertex AI Integration
MLOps Pipeline
Automated continuous retraining workflow
Data Ingestion
Pending
Feature Engineering
Pending
Model Training
Pending
Pipeline Execution Logs
Click "Execute Pipeline" to start
Pipeline Health & Capacity
Live serving-layer statistics from the production pipeline
All systems operational
3,814
Properties indexed
synced in 1990ms
100%
Store cache hit rate
0 lookups
101
Valuations processed
25%
BML correction rate
25 corrected
1
Audits completed
£269,986
Avg valuation
confidence 90%
1
Data Ingestion
Fetches property records and macroeconomic data from BigQuery warehouse.
2
Feature Engineering
Calculates micro and macro features, stores in Vertex AI Feature Store.
3
Model Training
Trains custom BML model with bias mitigation logic for RICS compliance.