Strata Analytics
A business-intelligence platform that lets property managers interrogate years of operational data in plain English — turning scattered documents, emails and reports into a single, searchable source of truth.
750GB+
Data indexed
180k+
Emails processed
Natural language
Search
The Challenge
Strata Equity sat on more than 750GB of unstructured documents and a backlog of over 180,000 emails. Critical context was effectively unsearchable, and answering a single owner query could take hours of manual digging.
Our Approach
- 01
Built a retrieval-augmented generation pipeline over a vector database for natural-language document search.
- 02
Engineered an ingestion pipeline that parses, deduplicates and embeds 180,000+ emails and attachments.
- 03
Designed a grounded answering layer that cites source documents to keep responses auditable.
Stack & Focus
- AI/ML
- RAG
- Vector DB
- PropTech