How is the project assessed?
Remote monitoring gives authorised users access to production records and selected indicators. AI needs separate validation: model performance cannot be assumed without representative examples, useful labels and a testable operational goal.
Assess candidate scenarios such as anomaly monitoring and image analysis separately. Define the pilot, train-test separation, false-alarm response and operator decision before implementation. This makes the limits of automation explicit.
On-site or cloud deployment, retention, permissions and remote access are agreed with the customer's infrastructure team. Predictive-maintenance or zero-defect guarantees require project evidence and are not assumed.
Example system flow
- 01Shop-floor data
- 02Data checks
- 03Analysis / monitoring
- 04Authorised user
Information for technical review
- Sample production data
- Event and decision to monitor
- Access and retention requirements
Capacity, timing, compatibility and price are defined in the technical offer after samples, site data and scope are reviewed. This page does not make unverified performance or certification claims.
Related solutions
Questions before a project
Will it work with our existing system?
The team reviews machines, PLCs, software and interfaces. Compatibility, connection responsibility and additional hardware are defined in the technical offer; universal compatibility is not assumed.
Can we start with a pilot or trial?
Start with a limited task and acceptance criteria. Samples or site data define the trial, measures and next decision. Pilot availability and terms are agreed for the specific project.
Does installation stop production?
Connections and safety requirements may need a planned stop or test window. Agree the schedule with production and maintenance teams; zero downtime is not guaranteed.
How are capacity and price determined?
Product or load samples, target flow, conditions and integration scope are reviewed. The final configuration and commercial offer are based on these inputs.
How are data and software interfaces planned?
Define data sources, interfaces, permissions, retention and recovery responsibilities. On-site or cloud deployment is assessed against the customer environment.
What is the service and maintenance scope?
Discuss maintenance access, training, spares and remote support in the offer. Coordination with STU Servis is available through the group; warranty and response commitments require a written scope.
Your project enquiry
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