AI & Data Analytics
We transform enterprise and production data into measurable value through holistic AI approaches, enabling data-driven, efficient, and future-proof decision-making.
Artificial intelligence and data analytics are now key drivers of competitiveness, efficiency, and innovation. They enable companies to leverage data in a targeted way, identify patterns more quickly, and make well-founded decisions based on a reliable information foundation.
In manufacturing companies in particular, this creates significant value: machine data, shopfloor signals, and enterprise data are not only collected, but translated into concrete, actionable insights.
AI & Data Analytics provides the foundation for making processes more transparent, improving quality, reducing downtime, and enabling proactive control of operational workflows. This requires a holistic approach that spans the identification of relevant use cases, a robust data architecture, and the implementation of production-ready AI solutions. Only the combination of technology, data quality, and domain expertise turns data into real business value.
The goal of AI & Data Analytics is to generate measurable value from data and to support organizations on their journey toward becoming data-driven enterprises. This results in solutions that are not only economically impactful but also compliant with regulatory requirements and seamlessly integrated into existing processes and system landscapes.
How does AI & Data Analytics increase your value?
Fast, scalable value creation
Our value-driven use-case approach delivers measurable ROI results within weeks – not years.
Compliance without additional effort
We integrate regulatory requirements (CSRD, EU supply chain regulations, Digital Product Passport) directly into your data architecture.
Vendor-independent and reliable decision-making foundations
As a neutral trusted advisor, we support you in selecting the solutions and technologies that best fit your functional, technological, and economic requirements.
Our Consulting Services
AI & Data strategy – from vision to roadmap
We work with you to develop a tailored AI and data strategy that directly supports your business objectives. This creates a clear framework for prioritizing use cases, making technology decisions, and embedding data-driven ways of working across the organization. The result is a robust roadmap that combines strategic ambition with operational feasibility.
AI use case identification and business case evaluation
Using our value-driven use case approach, we identify AI opportunities with the highest EBIT impact in your organization. Studies show that predictive maintenance, AI-enabled quality assurance, and demand & capacity management are among the top applications. We quantify the business value, prioritize based on effort-to-impact ratio, and focus on delivering quick wins early.
Data integration and real-time analytics
Data is the foundation of every AI solution. We securely connect your shopfloor environment with modern analytics platforms (Siemens Xcelerator, Databricks, Microsoft Azure, AWS), from edge to cloud. We build stable data pipelines, ensure data quality, and create end-to-end transparency across your organization. The result: reliable data for better real-time decision-making.
AI implementation: predictive maintenance, quality assurance, and advanced analytics
We deliver production-focused AI applications that create immediate impact – such as predictive maintenance, AI-based quality inspection, and data-driven production optimization. Our focus is on solutions that are not only technologically robust but also proven in daily operations and designed for scalability.
Data governance, AI architecture, and regulatory compliance
AI is only as strong as the structures that support it. We establish robust data governance frameworks, secure OT/IT architectures, and ensure compliance with regulatory requirements – from EU data protection and CSRD to the AI Act. This ensures that AI in your organization is not only effective, but also trustworthy and future-proof.
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