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Industry solutions covering business scenarios, functional planning, integration and delivery acceptance.

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Classification of downtime causes, how to avoid selecting “other” in the end
Manufacturing Execution System (MES)

Classification of downtime causes, how to avoid selecting “other” in the end

Equipment stopping can only indicate status changes, but cannot automatically explain the reasons. Reason: Too many options will increase the burden of filling in, and too few options will not support improvement. Outage classification should start from the facts that can be judged on site, and collect the information required for subsequent analysis in layers.

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Trace cost discrepancies back to the business documents
Enterprise Resource Planning (ERP)

Trace cost discrepancies back to the business documents

The cost report only shows a total, and it is difficult for the business department to confirm whether the difference comes from the purchase price, material consumption or allocation rules. The ERP cost module should save the calculation basis so that personnel can find the source along with the summary results without relying on additional tables for explanation.

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Connect shortage alerts with specific delivery risks
Supply Chain Management System

Connect shortage alerts with specific delivery risks

Inventory below a fixed threshold does not necessarily lead to out-of-stock, and inventory above the threshold may not satisfy recent orders. Supply chain early warning should combine demand dates, available inventory and effective in-transit, so that personnel know which materials are missing and which tasks are affected.

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Reduce duplicate notifications for transport exceptions
Transportation Management System (TMS)

Reduce duplicate notifications for transport exceptions

Location delay, expected late arrival, and failure to return receipt of the same order may trigger reminders at the same time, making it difficult for dispatchers to determine which one needs to be processed first. TMS exception design needs to associate trigger conditions with actual problems and record processing progress to avoid continuously sending the same information.

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Include unpaid commitments in project budget alerts
Construction Project Management System

Include unpaid commitments in project budget alerts

Just because a project hasn't been paid for yet doesn't mean the budget isn't being used. Signed contracts, approved purchases, and confirmed project quantities may all result in subsequent expenditures. The engineering cost system should distinguish between budgeted, committed, incurred and paid to avoid using only cash expenditures to judge remaining space.

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Handling late meter readings and meter replacements in utility billing
Property & Industrial Park Management System

Handling late meter readings and meter replacements in utility billing

Late recording of meter reading records, meter failure and meter replacement may affect the current usage. If the system only saves the current reading minus the previous reading, a negative number may appear after changing the meter, and additional entries may also change the confirmed bill. The park energy consumption module should retain the complete relationship between meters and readings.

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Reviewing test reports without citing unconfirmed results
Laboratory Information Management System (LIMS)

Reviewing test reports without citing unconfirmed results

Complete report formatting does not mean that the data has been confirmed. If the report directly reads results that are still editable, silent changes may occur during review. LIMS report management should clarify the status of data sources and save the results and templates used when forming the audit version.

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Keep the reasoning behind sales forecasts
Customer Relationship Management (CRM)

Keep the reasoning behind sales forecasts

Adding the amounts of all business opportunities will appear optimistic, and directly multiplying them by fixed probabilities may not be close to reality. Forecasting needs to allow managers to understand where the judgment comes from, rather than pursuing beautiful numbers.

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