xMeister
Shop floor AI that operators and managers simply ask, answering from plant data with sources cited.
It runs on xMES, so decades of floor judgment and know-how do not walk out the door with people.
Why
The knowledge lives only in people
The real problem on a small manufacturing floor is that the knowledge lives only in people.
The response procedures, quality standards and machine quirks a veteran knows sit scattered across documents
or in one head alone.
Night shifts stall, and when that person leaves the knowledge goes too. When a fault or defect appears, finding the cause takes too long.
xMeister keeps that knowledge on hand around the clock.
Whoever asks, whenever they ask, it answers with sources.
Veteran know-how, available to everyone.
Scabbard
Ask in plain words, answer with sources, trace the cause
On the floor · an operator and xMeister
- Stop the machine and confirm it is safe
- Open the conveyor cover and clear debris from the sensor
- Restart and watch vibration levels for five minutes
Sources Document SOP-E045 v3 History Machine A-12 · 24-0917
Knowledge graph · from defect to probable cause
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Ask in plain words, answer with sources
What is the response procedure for alarm E045? What are the inspection criteria for this item? It answers from data within your permissions and cites the source. Ask for live figures such as last week defect rate on Line 1 and it returns a table or chart.
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Trace a defect back to its cause
Defects and failures are traced across a knowledge graph linking machines, processes, materials and history, then probable root causes and actions are proposed. Prevention based on data, not on one person experience.
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Warn before it breaks, and help with the paperwork
It learns normal operating patterns and flags signs of anomaly or failure early. It reads drawings and inspection images to support decisions, and drafts production and quality summaries and corrective action reports.
Protects
Your data never leaves the plant
There is one reason general-purpose cloud chatbots cannot come onto a manufacturing floor:
data leaving the building.
xMeister removes that risk at the source, and inside the company only the right people see the data.
What this scabbard protects · the boundary of your data
Production data is never sent to an external general-purpose AI.
Processing runs on a lightweight language model hosted on your own systems.
You can choose on-premise servers or a dedicated domestic cloud,
and the configuration is designed with you to fit your environment.
Either way, production data is never transmitted to an outside AI.
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No invented answers
It answers from actual data and documents, citing the source, and when there is no basis it says so rather than guessing.
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Permissions hold Attribute-based access control
Data from another company or another department is closed to the AI as well. Role is not the only factor. Whether it is working hours and whether the request comes from the internal network are checked as well, and access is scoped accordingly. The same person sees less when the time or place of access changes.
Foundation
A digital craftsman running on xMES
The name says it: xMES + Meister.
AI that knows the floor, built on the MES we have developed over 34 years in manufacturing.
Because it runs on a live MES, it is a working tool rather than a demonstration.
- GS certifications
- 4
- Patents
- 2
- Software copyrights
- 24