How ApexAnalytica Runs Building Telemetry, Transactional Data, and RAG on a Single Postgres Instance
Blog post from Tiger Data
Andrew McKenna, founder of Apex Innovation Labs, developed ApexAnalytica, an AI-powered building intelligence platform that transforms raw building management system (BMS) telemetry into actionable analytics, enabling facility and energy managers to make informed decisions. Utilizing TimescaleDB's hypertables and time_bucket materialized views, ApexAnalytica significantly reduced the time required to render a 12-month hourly heat map of building energy consumption from over six seconds on vanilla Postgres to under a second. The platform integrates seamlessly with various BMS protocols and is currently deployed across 38 sites, with plans to expand further. This initiative showcases the potential of TimescaleDB to enhance data processing efficiency and highlights its role in addressing long-standing industry challenges related to the analysis and utilization of vast telemetry data.
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