TL;DR · CIO OEE architecture playbook in 60 words OEE specialist sits at ISA-95 L3 (Production Execution Management), bridging L2 SCADA/PLC data upward to L4 ERP/BI. Integration via OPC UA (L2→L3), REST API (L3→L4), MQTT/Sparkplug B (IIoT). Cybersecurity: IEC 62443...
TL;DR · Data lake manufacturing 2027 in 60 words Manufacturing data lakes consolidate ERP, MES, Historian, OEE, quality, supply chain data for analytics + AI/ML. Major platforms 2027: Snowflake (cloud-agnostic SQL), Databricks Lakehouse (Spark + ML), AWS Lake...
TL;DR · Pharma FDA 21 CFR Part 11 validation in 60 words FDA 21 CFR Part 11 (1997) regulates electronic records + electronic signatures equivalent to paper. Validation methodology: GAMP 5 (5 software categories), IQ/OQ/PQ protocols, ALCOA+ data integrity principles....
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