Connectivity alone does not create trust. In regulated IIoT systems, data must be traceable, validated and governed throughout its lifecycle.
Data integrity is not optional.
GMP requires more than dashboards:
Trust must survive inspection, not just operation.
Why auditability in regulated systems is fundamentally a time-based architecture problem, not a d...
Why trust cannot be added after automation and must be embedded in industrial communication and d...
Why Pharma's emphasis on traceability, ownership and explainability is not a burden but a bluepri...
Why AI readiness in IIoT is determined by validation, context handling and traceable data foundat...
A practical way to approach GMP in IIoT by tracing one data path and making trust explicit from t...