Interactive report demonstration
See where production time and output are being lost.
This example shows how WEYSENS turns a prepared production file into a clear management view, ranked findings and an auditable evidence trail.
100% synthetic demonstration dataManagement summary
Synthetic Plant A
Illustrative 8-hour shift, 20 October 2026. Figures below are internally consistent and exist only to demonstrate the report format.
Loss distribution
Where the recorded downtime occurred
The three machine totals reconcile exactly to the 67-minute shift total.
Operating time413 min
Total output10,240
Rejected output318
Evidence and confidence
Every conclusion has a boundary.
The report separates recorded facts, calculations, assumptions and items requiring a human decision.
| Item | Source in this demo | Control | Status |
|---|---|---|---|
| Planned and operating time | Synthetic shift log | 480 - 67 = 413 minutes | Reconciled |
| Good output | Synthetic production log | 10,240 - 318 = 9,922 units | Reconciled |
| Downtime by machine | Synthetic event log | 31 + 22 + 14 = 67 minutes | Reconciled |
| Root cause | No approved cause evidence | Human review required | Not claimed |
| Financial exposure | Synthetic £420/hour assumption | 67 / 60 x £420 = £469 | Illustrative |
Decision boundary: this demonstration identifies where to investigate. It does not prove causation, realised savings or the safety of any operational change.
Traceable workflow
From file to decision-ready report.
A client delivery retains the original file fingerprint, mapping decisions, validation results and final report digest.
Receive
Accept an authorised, minimised XLSX or CSV through the controlled route.
Validate
Check required fields, time ranges, units, duplicates and conflicting records.
Reconcile
Calculate production, downtime and quality balances deterministically.
Explain
Present ranked findings, uncertainty, assumptions and the evidence trail.
Data assurance
No borrowed operational data is shown here.
This page uses a fictional plant, fictional machine identifiers and generated figures. It contains no client records, public research dataset rows or claims about a real manufacturer.