S
Strata Equity
Melbourne, Australia · PropTech

Strata Analytics

AI-powered business intelligence platform for property management with natural language document search across 750GB+ data and 180,000+ email processing pipeline.

AI/ML RAG Vector DB PropTech
Strata Analytics dashboard showing email metrics, strategic insights, vendor activity, and real-time KPIs
160+
Owners Corporations
750GB+
Documents Processed
180K+
Emails Processed
Seconds
Document Retrieval Time

Strata Equity manages 160+ owners corporations across Australia. Their property managers were overwhelmed — buried under 180,000+ emails and 750GB+ of documents scattered across Outlook and SharePoint.

  • Finding a single document could take hours
  • No visibility into team performance or response times
  • Knowledge was trapped in inboxes — when staff left, it left with them
  • Leadership had no real-time view of operations
  • Email response times were inconsistent and untracked

They needed a way to make their entire knowledge base instantly searchable and gain real-time operational intelligence.

We built Strata Analytics — a custom AI-powered platform that centralizes knowledge and delivers actionable insights.

1. Unified Data Layer

Extracted and processed 180,000+ emails and 750GB+ of SharePoint documents into a centralized vector database — making everything searchable through natural language.

2. AI-Powered Search

Built a RAG-based (Retrieval Augmented Generation) search interface. Managers can now ask questions in plain English and get instant answers with source documents.

3. Outlook Integration

Developed a custom Outlook plugin that drafts intelligent email responses using context from the entire email history — not just the current thread.

4. Real-Time Analytics

Created live dashboards tracking KPIs across the organization — response times, workload distribution, urgent issues, and team performance.

5. Automated Insights

Implemented AI-driven alerts identifying top performers, overloaded staff, at-risk properties, and trending issues — automatically surfaced daily.

Supabase
PostgreSQL + pgvector
Claude & OpenAI
AI / LLM
Python
Custom ETL pipelines
Microsoft Graph API
Outlook & SharePoint
React & TypeScript
Frontend
Azure
Cloud infrastructure
RAG Architecture
Vector embeddings
OAuth 2.0
Authentication
Before
After
Hours to find documents
Seconds
No email performance tracking
Real-time response metrics
Knowledge siloed in inboxes
Centralized AI-searchable database
Zero visibility for leadership
Live KPI dashboards
Manual workload assessment
Automated performance insights

Have a similar challenge?

We'd love to explore how AI can transform your property management operations.