Digital offeringDisruptive

Data-driven service platform

Deliver digital services directly to your customers’ machines – and turn your installed base into a data-driven service business.

The opportunity

Your know-how is your most valuable product

Your machines run for decades at your customers’ sites. Today your value ends at the sale – the process knowledge you built up stays unused.

Every machine generation

With soft sensing, your customers can apply industrial AI across every machine generation – including legacy equipment.

Services, not just hardware

The platform lets you deliver digital services directly to your customers – and enables additional remote services.

Your data stays yours

An OEM-neutral integration layer keeps data sovereignty and process expertise where they belong.

Platform architecture from IoT data sources to applications

The architecture

From machine data to digital services

All available PLC and sensor tags plus the energy signal every motor already provides are structured in a Unified Namespace – a Baseline Digital Twin on any asset, regardless of age or vendor. Soft sensors combine data science with your process knowledge. On top, you offer the applications your customers need.

Technology partners

Enabled by proven technology

Octotronic logo

Digital twin technology enabled by OctoCore from Octotronic

symmedia logo

Secure connectivity enabled by symmedia

Yukawa logo

Data lakehouse technology enabled by Yukawa

One language for everyone

Cryptic machine tags become readable measurements for everyone

The Unified Namespace structures the data; the ontology on top gives it meaning – turning fragmented, heterogeneous sources into a model every stakeholder can read, not only data scientists. Vendor-neutral by design.

Cryptic machine tags become readable measurements for everyone.
From isolated sub-systems to a Baseline Digital Twin to Soft-Sensor-based measurement and control

Soft sensors via the models

From isolated sub-systems to soft-sensor-based control

Data science and process knowledge fill the blind spots in the digital twin, and the learned pattern transfers across a fleet – including older, sparsely-instrumented assets.

What you can offer

Services for your customers

The application layer of the platform becomes your digital offering.

Performance intelligence

Make the performance of every machine visible to your customers – and benchmark it across your fleet.

Control dashboards

Give operators one view of the process – in a language everyone understands.

Predictive maintenance

Detect wear and failures before they stop your customers’ production.

Automation features

Add automation to your machines – step by step, where the process is understood.

Knowledge through LLMs

Make your process knowledge available to your customers’ teams whenever they need it.

Remote services

Support, diagnose and update your machines at your customers’ sites – securely, via certified remote access.

How it works for you

From technology foundation to fleet

The platform grows with your service business – from the first machine to your entire installed base.

01

Build the technology foundation

Build your scalable infrastructure based on the proven digital twin technology and secure connectivity solutions.

02

Pilot your data lab

Start with selected machines at pilot customers: collect the data, make the blind spots visible and validate the first use cases.

03

Apply your process knowledge and data science

Combine your process knowledge with data science to build soft sensors – and turn them into the services your customers need.

04

Roll out

Roll out across your installed base – via cloud or private cloud, from a single line to multi-site operations, integrated with your customers’ digital solutions.

Built with partners

From idea to running service platform

Together with proven partners, we cover everything it takes to build and run your service platform.

Advisory and product innovation

Digital product development, IT architecture and operations.

Build and scale

Systems and integration, a scalable backend, app and platform development.

AI and data

AI solutions, data science and analytics, intelligent automation.

Building a structured and secure framework is fundamental.

Short-cut solutions, unstructured data, cyber security gaps and missing interoperability are the typical risks.

Related solutions

What often comes next

Digital offering

From manufacturer to service provider

Unlock the value of your installed base over a lifecycle of 3 to 40 years.

Learn more →

Operational excellence

Service processes and workflows

Serve your customers effectively and efficiently with fit for purpose digitalisation.

Learn more →

Disruptive

Investment case

Structure the investment case, the fundraising and the vehicle for your new business.

Learn more →

Become a pilot partner

We are looking for machine builders who want to validate the platform across their installed base.