Industry

AI employees for machinery and plant builders

From the first drawing-based inquiry to spare parts delivery: an AI employee handles the administrative work around your custom manufacturing, while your team stays at the machine.

Where time gets lost today.

Drawing-based inquiries pile up

Every customer drawing needs individual review, measurement checks, and coordination with production planning before a quote can even be costed. By the time a request is processed, days have often passed.

Bills of materials reconciled by hand

Bills of materials from the ERP have to be checked against the design status, stock levels, and supplier prices, often across multiple systems and spreadsheets.

Service orders without a clear history

When a technician reports a service call on-site, there is often no quick access to machine history, spare parts availability, or open warranty cases, which costs time on the phone.

Spare parts requests tie up capacity

Customers often request spare parts with just an old drawing number or a photo of the nameplate. Matching that to the correct part number and batch eats up time in inside sales.

Your special case

Bottlenecks specific to your workflow are included in the scope.

What an AI employee takes over.

The agent prepares, you approve.

Pre-check and sort incoming requests

The digital employee reviews incoming drawings and specifications, matches them to assemblies and machine types, and creates a prepared request record that production planning only needs to approve.

Pull the costing basis from the bill of materials

It gathers material requirements, current supplier prices, and stock levels from the ERP, and prepares a costing proposal that sales can review and approve.

Enrich service orders with history

For incoming service reports, it pulls the machine file, latest maintenance records, and warranty status, so the inside team can respond to the technician fully informed right away.

Match spare parts from vague information

From a nameplate photo, an old drawing number, or a serial number, it suggests the correct current part number along with availability, for final confirmation by the case handler.

Prepare order status for customers

It compiles production progress, delivery dates, and open items from the ERP and production planning, so sales can respond to the customer without a round of follow-up questions.

Your special rules

Your own checks, exceptions and rules, built in like the standard.

The closed loop: quote out, order checked.

One pattern, many materials.

Quoting agent

Specification or drawing in, price research, costing, quote out. Based on your prices and your costing history, with human approval of the margin.

Reconciliation agent

The incoming order is checked against your original quote, with all your company-specific nuances. Deviations are flagged before they surface on the shop floor.

Matching solutions for your industry.

View all solutions

Your skilled workers stay at the machine. Your back office gets an AI employee for the administrative work behind it.

A demo using your own case.

30 minutes, one process from your business.

Book a demo

What you can rely on.

Made in Germany
developed & operated from Hagen, Germany
GDPR · EU law
DPA per Art. 28 · EU hosting
Sovereign hosting
your DC, private cloud or German host
No AI training
on your data, fixed by contract
Human final approval
sign-off before anything is written to your systems