Unify Your Plant-Floor Data with Claude Code and TimescaleDB (opens in new tab)

Building a Unified Namespace is less about the namespace itself and more about enforcing consistency across fragmented industrial data sources. This guide shows how Claude Code Agent Teams can build protocol-specific clients for Modbus, OPC UA, and MQTT while enforcing a shared data contract in TimescaleDB. The result is governed, queryable industrial data, automated validation, and a framework for embedding operational know-how directly into AI-assisted workflows.