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Data Analytics & AI


Data from processes and products is your new gold – with machine learning and artificial intelligence, you can unlock this treasure.

SWMS Consulting supports you in systematically using data from processes, plants and products and transforming it into actionable knowledge. In addition to classical data analytics and machine learning methods, we deploy Large Language Models (LLMs) and AI agents to enable new forms of decision support and process automation.

Data is not merely analysed, but contextualised, interpreted and made actively usable – for example through dialogue-based access to process knowledge, automated reporting or intelligent anomaly detection.

What We Offer

  • Data Analytics & Dashboards – meaningful metrics and visualisations
  • Machine Learning & Predictive Models – forecasts, anomaly detection, optimisation
  • LLM Integration & AI Agents – intelligent assistants and process automation
  • Data Architecture & Data Engineering – solid foundation for all analytics use cases
  • Computer Vision – image-based quality inspection and process analysis