Trust starts with verifiability
An AI that sounds confident but does not say where its answer comes from is unusable in a technical environment. A wrong steel grade or an incorrect certificate costs money or brings risk. That is why PimLayer IQ+ points to the source with every answer, with a click-through to the original.
Question: Why does valve XR-12 leak at some customers after a few months?
In cold conditions the standard O-ring hardens, causing the valve to leak. Since last year's revision we fit the FKM variant as standard. For existing installations it is enough to replace the O-ring.
Every source in its place
Behind every answer you see exactly what it relies on: a service ticket in ServiceNow or Zendesk, a page on your internal SharePoint, a record in your PimLayer or a standard. You click through and check it yourself. That way the human stays in control: an engineer or bid manager validates the answer instead of trusting it blindly.
Not every source weighs the same
A hard specification weighs differently than an experience from a ticket, and a regulatory rule more heavily than a general suggestion. PimLayer IQ+ makes visible which type a source is, so you know not only where an answer comes from, but also how solid it is.