01
Mapped material movement, weighing, quality testing, vehicle energy, and production records to accountable business objects.
Case study · Delivery evidence
A trusted data path from industrial operations to management decisions
An ERP and AI information layer connecting weighbridge, laboratory, vehicle, energy, and PLC data while keeping operational technology control separate.
By Onyx Devs Lab · Published · Updated
The operating challenge
Production information was fragmented across equipment, paper records, and isolated systems. Management received delayed summaries, but connecting the data could not compromise safety-related industrial control.
Designed intervention
02
Established a controlled data interface between PLC information and management systems.
03
Unified operational dashboards, mobile access, permissions, validation, and audit records.
04
Added business questions and exception explanation above the trusted data layer, not direct AI control of production.
Validation snapshot
These figures separate delivered scope from pilot validation. Each metric retains its measurement definition so product coverage is not mistaken for business impact.
field processes connected
Weighbridge, laboratory, vehicle, and energy
unified operating entry
ERP, mobile access, and industrial data
field-data coverage
Critical shifts, equipment, and business events recorded
on-time collection
Data arrived within the defined dashboard window
exception acknowledgement
Alert to accountable operator confirmation; 41 min before
Evidence boundary
Validation covers data-record completeness, collection timeliness, and operator acknowledgement in the delivered project scope. Safety-related actions remain under authorised site personnel.