Data-Path
Health Check
A paid, scoped assessment of one measurement or telemetry path. Receive a path diagram, documented evidence, findings, and a review of the next steps.
Missing readings, intermittent communications, or a value that does not match the instrument? We help maintenance and engineering teams trace the data path, understand the evidence, and decide what to do next.
For manufacturing maintenance and engineering teams, with scoped diagnostic support available to systems integrators. On-site in Saint Paul, Minneapolis, and the Twin Cities; elsewhere in Minnesota by arrangement.
A paid, scoped assessment of one measurement or telemetry path. Receive a path diagram, documented evidence, findings, and a review of the next steps.
Investigate a specific communications fault, intermittent dropout, or data discrepancy, with a written record of observations and recommended next actions.
Recover an equipment inventory, connection map, and record of accessible settings and dependencies so your team can maintain and plan around the existing system.
Make available telemetry easier to use, with agreed views of trends, operating status, and missing data. Data access, hosting, and handover are scoped for each project.
Start with one affected machine, measurement, or telemetry connection. We agree the question, permitted tests, access requirements, price, and deliverables before work begins.
Your report records what was observed, what the evidence supports, and what remains uncertain. You can use it with your own maintenance team or chosen contractor.
Our assessment services exclude PLC programming, control changes, electrical installation, repairs, hardware supply, and system integration.
Meet the teamDescribe the symptom and agree a practical investigation boundary.
Review accessible records and carry out agreed observations and tests with your team.
Document findings, limits, and priorities for further investigation or corrective work by the responsible team.
Explore how a Grafana dashboard can present equipment measurements and gaps in incoming telemetry.
Simulated equipment data only. These are illustrative, static readings; the full demo is linked from our monitoring page. Example thresholds do not send alerts.
72.1 °C
4.20 bar
Missing samples
Monitoring is scoped around available data and a defined operating question.
Explore monitoring and the demoTell us which reading or connection is affected, what happens, and where the system is located. We will assess the fit and prepare a defined scope for paid work.