This page is for production and plant management — for everyone responsible for a line who needs to know why it runs differently today than yesterday. The surface behind it is described under Platform.
Your day
- Scrap at the end of the line
- Final inspection finds the defect. Nobody knows where it was created.
- Downtime with idle staff
- Every hour of unplanned downtime costs the line, the people on it and the restart.
- Data in separate systems
- Controller, MES, historian and cameras all record — each on its own. So far a person makes the connection.
- The same failure, again
- It comes back, and every time the search starts from scratch.

What SAIP shows you
- The first deviation: The stations of your line in flow order — and where something changed first, with reading and normal range.
- The spread: What followed, in the order it happened, with the time in between. A relationship is shown as a hypothesis, never as a proven cause.
- One surface for the line: Every connected machine and data source in the same surface — not one tool per system, each with its own login.
Process AI
SAIP with Process AI — on-site at your controller.
- Read-only connection to your controller — no controller swap, no change to machine logic
- Explained alarms: sensor, reading, expected value and direction
- Runs on your hardware, air-gap capable, no cloud
- Way in: free data check, then a fixed-price pilot
What can be shown today
What is still to come
What we do not promise
We quote no savings in advance. You know better than we do what an hour of downtime costs on your line — the pilot measures it on your equipment, before and during. Even when the answer is: not worth it.
How to start
With a pilot on the line whose failures cost you the most today. Fixed price, four phases, agreed in writing before the start.