Start with the Real Problem,
Design a Fitting Solution.

ChallengeAsset registers, inspection logs, dispatch records and service tickets sit in separate systems. When an incident occurs, reconstructing the full history takes time.

ApproachUse each asset and its location as the common reference. Link construction handover, inspection findings, operating events and service tickets, with clear assignment and review steps.

ValueControl-room and field teams can follow an asset's history in one place, reducing repeated checks and missed handovers.

ChallengeOnce orders reach the shop floor, material status, process updates and exceptions often depend on manual relays.

ApproachAlign product, material and work-order IDs before connecting ERP, MES, WMS and equipment data. Return production, quality, shortage and downtime updates to the relevant task.

ValuePlanners can spot deviations earlier while operators can see the latest instructions for each task.

ChallengeKnowledge and systems are spread across the enterprise. Connecting a model without clear boundaries can lead to uncertain access, unsupported answers and outputs that cannot be acted on.

ApproachChoose a specific task, verify data sources and permissions, then make retrieval, rules and tool calls traceable. Put human approval where it is needed.

ValueMeasure whether the task actually reduces search and handling time before widening the scope.