Everything on Database Architecture

LTAP architecture unifies OLTP and OLAP workloads on a single storage layer, eliminating brittle CDC pipelines and enabling real-time analytical queries on transactional data.

Impact: Reduces data engineering overhead and unlocks immediate AI-driven insights from operational systems.

— from Databricks Unifies AI Agents, Storage, and Security · Latent Space: The AI Engineer Podcast· Jun 24, 2026