Databricks Community

SummaryThis post walks through the architecture of The Third Eye, a continuous AI health and governed ModelOps control plane built entirely on native Databricks capabilities. The core constraint: it never recomputes a metric Databricks already comput...

Building an Explainable Semantic Intelligence Platform on the Databricks LakehouseWe are building Nexa, a semantic intelligence platform for Databricks that turns a raw Lakehouse into a continuously maintained, explainable system that can compile nat...

1. The problem and the opportunityRetailers run hundreds of trade promotions every month across many stores and SKUs. Discounts, buy one get one offers, and bundle deals are expensive levers, and most teams still evaluate them in silos. A category ma...