Unified Data Management
Challenge: Managing complex multi-protocol systems and ensuring data reliability across machines and energy analyzers.
Solution: A shared operational data layer connecting heterogeneous sources with contextualization and time-series storage.
Outcome: Consolidated machine and energy data made available to monitoring and analytics workflows.