Why the client comes to YIIIOT
A manufacturer has connected counts that differ from shop-floor reports around changeovers and rework.
The client needs usable production evidence rather than another unexplained dashboard.
The client’s product lead · Client conversation · illustrative
The machines report correctly, but shift changes and work-order changes make the totals disagree.
Decisions before development
We distinguish machine actions, output counts, accepted quantities and completed orders.
Trials, rework, resets and manual corrections retain separate business meaning.
Engineering the product workflow
YIIIOT develops event links, shift and order mapping, and discrepancy review.
Checks cover continuous shift changes, counter resets, new orders and duplicate messages.
Handover and the next business step
The illustrative system gives production and planning teams shared definitions.
Metric scope follows actual processes; connectivity alone does not establish capacity gains.
Is there something you want to improve?
Bring an existing product, workflow or specific problem. We can discuss what to retain, what to validate first and what the handover should include.
Tell us what is happeningEngineering YIIIOT undertakes for the client
Embedded Firmware DevelopmentIoT Software DevelopmentIoT Cloud Platform Development