FYRST Data Lake Architecture
Ingest, clean, normalize, resolve duplicates, calculate analytics, and run conversational agent queries.
PRODUCTION PIPELINE ACTIVE
Raw Ingestion Simulator
Universal Connector Ingestion
Captures and sanitizes raw listings feeds, decrypting vault credentials.
AI Normalization & Translation
Converts CRC/EUR to USD, square feet to square meters, expands abbreviations.
Master Resolution Deduplication
Compares geodetic coords, visual dHash, vector descriptions, resolves conflicts.
Property Intelligence calculations
Computes estimated AVM, occupancy projections, net yields, appreciation forecasts.
AI Agent Profile Alignment
Checks buyer personalization preferences and builds natural-language explanations.
Pipeline Diagnostics
Average Latency1.8s
Deduplication Rate38.4%
Total Listings Ingested12,402
Active Conns42 Sources
Data Output Logs
No active pipeline outputs. Click "Ingest Listing" to run diagnostic simulations.