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Wanderbricks Project Plans

Complete phased implementation plan for Wanderbricks Vacation Rental Analytics Platform

📋 Plan Index

Prerequisites (Complete)

The following data layers are prerequisites and must be complete before project phases begin:

Layer Schema Tables Status Description
Bronze wanderbricks_bronze 16 ✅ Complete Raw data ingestion from source systems
Silver wanderbricks_silver 8+ ✅ Complete DLT streaming with DQ expectations
Gold wanderbricks_gold 8 ✅ Complete Dimensional model (5 dims + 3 facts)

Project Phases

Phase Document Status Description
1 Phase 1: Use Cases ✅ Complete Analytics artifacts (TVFs, Metric Views, Dashboards, etc.)
2 Phase 2: Agent Framework 📋 Planned AI Agents for natural language analytics
3 Phase 3: Frontend App 📋 Planned User interface application

Phase 1 Addendums (Analytics Artifacts)

# Addendum Status Artifacts
1.1 ML Models ✅ Complete 5 ML models
1.2 Table-Valued Functions ✅ Complete 26 TVFs
1.3 Metric Views ✅ Complete 5 metric views
1.4 Lakehouse Monitoring ✅ Complete 5 monitors (19 custom metrics)
1.5 AI/BI Dashboards ✅ Complete 5 dashboards
1.6 Genie Spaces 📋 Planned 5 Genie Spaces
1.7 Alerting Framework 📋 Planned 21 SQL alerts

🎯 Agent Domain Framework

All artifacts are organized by Agent Domain for consistent categorization:

Domain Icon Focus Area Key Gold Tables
Revenue 💰 Booking revenue, payments, pricing optimization fact_booking_daily, fact_booking_detail
Engagement 📊 Views, clicks, conversions, marketing effectiveness fact_property_engagement
Property 🏠 Listings, availability, inventory management dim_property
Host 👤 Host performance, quality metrics, retention dim_host
Customer 🎯 User behavior, segmentation, lifetime value dim_user

📊 Project Scope Summary

Prerequisites (Data Layers)

Layer Schema Tables Status
Bronze wanderbricks_bronze 16 ✅ Complete
Silver wanderbricks_silver 8+ ✅ Complete
Gold wanderbricks_gold 8 ✅ Complete

Bronze Tables (Source Data)

Category Tables
Core Entities users, hosts, properties, destinations
Transactions bookings, booking_updates, payments
Engagement clickstream, page_views
Reviews reviews
Reference amenities, property_amenities, property_images, countries, employees
Support customer_support_logs

Gold Layer Dimensional Model

Type Count Tables
Dimensions 5 dim_user, dim_host, dim_property, dim_destination, dim_date
Facts 3 fact_booking_detail, fact_booking_daily, fact_property_engagement
Total 8

Phase 1 (Use Cases) Artifact Summary

Artifact Type Count
Table-Valued Functions (TVFs) 26
Metric Views 5
AI/BI Dashboards 5
Lakehouse Monitors 5
SQL Alerts 21
ML Models 5
Genie Spaces 5
Total Artifacts 72

🚀 Quick Start

Current Status

✅ Prerequisites: Complete
   - Bronze Layer: 16 tables ingested
   - Silver Layer: DLT pipeline with DQ
   - Gold Layer: 8 dimensional model tables

✅ Phase 1 (Use Cases): Largely Complete
   - TVFs: 26 deployed
   - Metric Views: 5 deployed
   - Lakehouse Monitoring: 5 monitors active
   - AI/BI Dashboards: 5 published
   - ML Models: 5 trained
   - Genie Spaces: Planned
   - Alerting: Planned

📋 Phase 2 (Agent Framework): Planned
📋 Phase 3 (Frontend App): Planned

Next Steps

  1. Complete Phase 1 - Deploy Genie Spaces and Alerting Framework
  2. Begin Phase 2 - Implement AI Agents using Phase 1 artifacts
  3. Plan Phase 3 - Design frontend application

📁 Related Documentation

Design Documents

Implementation Guides

Cursor Rules

📈 Success Metrics

Phase Completion Criteria

Phase Criteria Target Status
Prerequisites Gold tables deployed 8 tables ✅ Complete
Prerequisites FK constraints applied 100% ✅ Complete
Phase 1 TVFs deployed 26 ✅ Complete
Phase 1 Metric Views active 5 ✅ Complete
Phase 1 Dashboards created 5 ✅ Complete
Phase 1 Monitors active 5 ✅ Complete
Phase 1 ML Models trained 5 ✅ Complete
Phase 1 Genie Spaces configured 5 📋 Planned
Phase 1 Alerts configured 21 📋 Planned
Phase 2 AI Agents deployed 6 📋 Planned
Phase 3 Frontend app deployed 1 📋 Planned

Last Updated: December 2025
Project Owner: Data Engineering Team