Scaling Advantage in Swiss Industrial Firms
Analyses by the KOF Swiss Economic Institute at ETH Zurich show that larger Swiss industrial enterprises lead in AI adoption and achieve durable productivity gains through deep ERP/MES integration.
ENTERPRISE AI FOR INDUSTRIAL GROUPS & MULTI-PLANT MANUFACTURING
We partner with large manufacturing enterprises, global machine and plant builders, and MedTech and process industry groups to integrate AI across plants into SAP S/4HANA, Siemens Opcenter / MES, PLM landscapes, predictive quality, and global supply-chain resilience.

YOUR AI ORIENTATION
01 · FOCUS & APPLICATION AREA
AI means so many things. Which AI do you actually need? What is your specific area of application?
02 · FROM EXPERIMENT TO ENTERPRISE
We help - from short-term pilot projects and rapid experiments all the way to enterprise solutions.
03 · DISCOVER THE POSSIBILITIES
Simply streamline daily workflows or transform an entire business unit with autonomous agents? Discover the possibilities with us.
Built for Industrial Groups, MEM Leaders & MedTech
Legal certainty & data sovereignty in Switzerland.
Deep Integration with SAP S/4HANA, Siemens Opcenter, MES, PLM & CAQ
Vendor-neutral technology & architecture selection.
Air-Gapped / Swiss Private Cloud for Maximum IP Protection & ISO/GxP Compliance
Strategy, process automation & custom software.
We combine strategic foresight with industry-specific compliance and technical process implementation.
Knowledge Scaling, Variant Costing & Specification Auditing
Before we install technology, we create clarity.
Predictive Maintenance, Computer Vision & CAPA/8D Automation
Innovation without risk. We make your AI audit-ready.
Supplier Risk Analytics, S&OP Optimization & Export Control
This is where value is created. We integrate AI deeply into your value chain.
Structured implementation steps tailored to your industry value chain.
Rapidly scale AI-assisted engineering, tender analysis, and field-service knowledge across multiple plants and international sales subsidiaries.
Automated auditing of thousands of pages of international customer specifications, quality norms, and delivery terms.
Multilingual RAG platform spanning all machine generations, PLC documentation, PLM BOMs, and service ticket histories.
Protection of critical engineering data (CAD/PLM) and automated screening for export control and dual-use regulations.
Deep integration of shopfloor telemetry (OPC-UA / IoT), quality management systems (CAQ), and SAP S/4HANA or Siemens Opcenter.
Automated 100% optical inspection correlated with process parameters to minimize scrap in high-volume production.
Cross-plant root-cause analysis, deviation management, and audit-proof documentation under ISO 9001, IATF 16949, and ISO 13485.
Early detection of supplier disruptions, lead-time risks, and bottlenecks across multi-tier supply chains.
Build a sovereign Industrial AI platform for multi-plant scheduling optimization, digital product passports, and R&D acceleration.
AI-driven capacity, energy, and setup optimization across global production sites.
Accelerate product engineering, variant management, and regulatory submission dossiers.
Automated tracking of supply-chain emissions, certificates of origin, and regulatory product passports.
We design and deploy high-security, hybrid AI architectures for multi-site Swiss industrial enterprises.
Uncompromising protection of your intellectual property (patents, CAD data, process parameters) against industrial espionage and data leakage.
Bridges unstructured engineering documents, ERP transaction records, and high-frequency machine sensor streams.
Full traceability, version control, and human-in-the-loop sign-off for regulated markets and the EU AI Act.
Whether a clearly defined project or agile support – you have full cost control.
Maximum Planning Certainty
Ideal when the goal and scope are clearly defined. We agree on a fixed outcome at a fixed price. Scope, milestones, and acceptance criteria are bindingly defined before the project starts. Any changes are coordinated with you before implementation.
Agile Support & Interim
Book our experts flexibly as needed – whether as a strategic advisor for a few hours or as an integral part of your team.
We discuss your goals with you and clarify without obligation where AI has the greatest leverage in your company. Together we define the framework for a potential collaboration.
We analyze your data and processes to uncover concrete automation potentials. We prioritize the use cases that deliver the highest ROI.
Instead of pure theory, we implement a working pilot project in a selected area. This proves measurable value risk-free before larger investments are made.
We roll out the solution, empower your team through training, and establish Swiss FADP-compliant guidelines for sustainable, secure operation.
Studies from ETH Zurich (KOF), Stanford University, and Swiss authorities highlight the competitive advantage of scaled Industrial AI systems.
Analyses by the KOF Swiss Economic Institute at ETH Zurich show that larger Swiss industrial enterprises lead in AI adoption and achieve durable productivity gains through deep ERP/MES integration.
Research cited in the Stanford HAI AI Index confirms that multimodal knowledge systems in engineering and field service reduce resolution times for complex faults and spec reviews by 35% to 50%.
For Swiss exporters in machinery, plant engineering, and MedTech, the interplay of the EU AI Act, EU Machinery Regulation, and Swiss FADP requires documented, auditable AI governance from day one.
We are happy to assist you in consulting on your business processes and within your selected areas of the value chain:
Initial consultation 100% free
Schedule an Executive Briefing with our Industrial AI architects. We will show you how to connect Engineering, Shopfloor, and Supply Chain on a high-security enterprise platform.
Request Enterprise Briefing