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Manufacturing & Industry

Keep the line running and the quality high by acting on machine data before problems become downtime.

On the shop floor, the data is already there in the machines and sensors; the value is in using it before something breaks or a bad part ships. geist turns that signal into action: predicting failures, catching defects, and planning production around what is actually happening.

It runs on your own infrastructure, close to the line, so you get live insight without sending production data off site, and a security posture that holds up against the threats aimed at industrial systems.

What it does

Predictive maintenance

Sensor patterns reveal wear and impending failure so you service equipment on a schedule that fits production, not after it stops.

Automated quality control

Vision and sensor models inspect parts at line speed and catch defects people miss, with images kept for traceability.

Production planning

AI balances orders, capacity and constraints to build schedules that hold up when reality changes, and replans when it does.

Live tracking

Live visibility of throughput, status and bottlenecks across the line, so supervisors see and fix slowdowns as they form.

Anomaly detection on process data

Drift and unusual readings are flagged early, so a process problem gets caught before it turns into scrap or rework.

In practice

A components manufacturer feeds vibration and temperature data into a geist model that flags a bearing trending toward failure. Maintenance swaps it during a planned stop, avoiding an unplanned line halt and a missed shipment.

What you get

  • Less unplanned downtime and longer equipment life
  • Fewer defects reaching the customer
  • Schedules that adapt when orders or capacity shift
  • Live visibility instead of reports at shift end
  • Production data kept on site and secure

Questions

Does our production data leave the factory?
No. geist can run on your own infrastructure close to the line, so machine and process data stays inside your network.
Do we need to replace our machines or PLCs?
No. We connect to the data your existing equipment and sensors already produce and layer AI on top, with no need to rip and replace.
How secure is an AI system on the shop floor?
geist goes through red teaming before deployment and is built to a security standard fit for industrial systems, so adding intelligence does not open a new way in.
Get started

Turn machine data into uptime

Book a call and we will pilot predictive maintenance or quality control on one line.

30 minutes · no slides, no fluff · we usually reply within one business day.