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Business function · Finance

Finance use cases

Operational events tied to financial outcomes so numbers can be explained, not just reported.

  1. 01Finance

    Margin variance explanation

    Trace margin movement back to the operational events behind it.

    Trigger
    Margin moves against plan and the variance cannot be attributed with confidence.
    What Kruise does
    Kruise decomposes variance across price, mix, yield, freight and rework, linking each to its events.
    Outcome
    Finance and operations agree on cause and owner in the same review.

    Signals used · Cost postings · Yield and rework · Freight events

  2. 02Finance

    Working capital actions

    Phase ageing and exposure actions with operational context attached.

    Trigger
    Receivables and inventory exposure grow while collection effort is applied evenly.
    What Kruise does
    Kruise ranks exposure by ageing, dispute status and the fulfilment events behind each balance.
    Outcome
    Collections and stock actions are sequenced by recoverable value.

    Signals used · AR ageing · Dispute records · Inventory exposure

  3. 03Finance

    Dispute and credit watch

    Link disputes to the fulfilment events that triggered them.

    Trigger
    Deductions and disputes recur without a traceable operational root cause.
    What Kruise does
    Kruise ties each dispute to the delivery, quality and documentation events involved.
    Outcome
    Recurring dispute drivers are removed at the process level.

    Signals used · Dispute cases · Delivery proof · Quality records

Use cases shown are indicative and confirmed per deployment.