Tag: opensource

For years, manufacturers have experimented with Industry 4.0 — running pilots in predictive maintenance, production monitoring, and AI-driven optimisation. Yet many of these initiatives struggled to move beyond proof-of-concept. The underlying problem wasn’t a lack of ideas, but the difficulty of accessing and structuring machine data across complex factory environments. United Manufacturing HubSystems (UMH) is read more