In Production

Architecture frozen at release.
Behaviour shaped by years of operation.

Upgrades & Retrofit

Over time, the technical level of a machine no longer matches the state of the art. This gap can be closed — selectively or fundamentally.

Replacing a CW source with an ultrashort-pulse laser. Adding sensors. Retrofitting hardware or software. Modernising the machine OS, control system, or HMI — turning a repair into a technology step.

A well-planned upgrade extends machine lifetime and opens new applications — without the cost of a new system.

CAD rendering — pico laser source mount IPG laser source with optics on granite bench Laser production system — field deployment

Process monitoring & behavioural insight

Monitoring is not dashboard decoration. It is the basis for:

Early drift detection
Performance verification
Informed upgrade decisions
Extended system lifetime

Measured systems are predictable systems. Predictable systems cost less to operate.

Process monitoring — Grafana dashboard with flow, pressure, and part validation data

Process intelligence

Once sensing and monitoring are in place, a new intelligence layer can be developed — mapping real-world correlations and long-term trends reliably.

Not predictive maintenance as a buzzword. A genuine understanding of how process and system behaviour evolve together over time. The basis for decisions that are grounded in data, not assumptions.

Laser process intelligence — data-driven system understanding