Best industrial data AI tools

FactoryDB is an industrial data infrastructure platform designed to eliminate vendor lock-in for manufacturers. Using open standards like MQTT, it unifies data from PLCs, SCADA, and MES systems into a single, vendor-neutral layer. This enables real-time analytics, predictive maintenance, and significant efficiency gains, particularly for regulated industries such as pharmaceuticals, food & beverage, and energy.