Division Supply Chain Services at Fraunhofer IIS
Division Supply Chain Services at Fraunhofer IIS

Supply Chain Artificial Intelligence

© minianne - stock.adobe.com / bearbeitet Fraunhofer IIS

In the »Supply Chain AI« research focus area, we are developing modern artificial intelligence methods to tackle previously unsolved analysis, forecasting and optimisation tasks: from procurement, production and logistics to ecosystem design. In this way, companies can be managed efficiently and in a way that conserves resources, even under increasingly complex and volatile conditions.

Our scientists combine methodological expertise in artificial intelligence and mathematical processes with domain expertise in logistics, production and supply chain management: through the targeted use of AI, complex processes within and between companies can be organised and automated more efficiently. Our customised software components are the basis for faster and more informed decisions for the company's central core processes. For more resilience and sustainable efficiency throughout the entire value creation network thanks to artificial intelligence.

Our subject areas

Optimisation of procurement and inventory

  • Demand forecasting: AI uses machine learning to recognise patterns in large amounts of data and predict when certain materials or products will be needed.
  • Price forecasts: AI-supported price forecasts help companies to predict future price developments, optimise costs and make better purchasing decisions.
  • Optimised inventory planning: AI can automatically link demand forecasts with optimisation processes to calculate optimal order quantities and times and automatically trigger these in the ERP system.

Smart and efficient logistics processes

  • Logistics analyses to optimise routes, schedules and means of transport
  • Use of predictive analyses to anticipate delivery and delivery problems
  • Increasing fleet performance 

AI-based manufacturing automation

  • Optimised order distribution to increase the efficiency and capacity utilisation of the production system
  • Increased production quality through identification of error causes and adaptive process control
  • Identification of quality fluctuations that cannot be recognised by rules
  • Identification of bottlenecks and inefficiencies in complex production systems 

Enablement for data scientists in companies

  • Dealing with poor data situations through the use of data-centric AI methods
  • Automation of AI development through AutoML
  • User-centric operationalisation of AI systems for a long-lasting AI life cycle

Reverse Supply Chain Analytics

  • Improvement of returns management
  • Focus on »returns management«, »waste reduction« and »returns logistics«
  • Increasing efficiency and reducing costs in the returns process

Sustainable supply chain through analytics

  • Promoting resource efficiency and sustainable practices and environmental responsibility within the company
  • Implementation of global sustainability standards in the supply chain
  • Development of ecologically responsible supply chains

Our expertise

Our competences

  • Expertise in mathematical optimisation
  • Expertise in the field of machine learning
    • Forecasts / Forecasting
    • Process AI
    • Generative AI
    • Classification and regression
    • Image segmentation
    • Reinforcement learning
  • Dealing with challenging data situations (Data Centric AI)
  • Automation of AI development (AutoML)

Our offer

 

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Performance

PAI: Process AI

Optimise your intralogistics and production processes with Process AI (PAI), an innovative AI framework that combines language models with process mining. PAI enables the proactive detection of process deviations, the prediction of KPIs and targeted recommendations for action. Increase the efficiency of your processes and gain deeper insights into complex processes.

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Performance

Intelligent inventory management

Optimise your inventory management with our solution! Our two-stage AI framework generates automated and precise order proposals based on current trends and forecasts to minimise storage costs and avoid supply bottlenecks. Benefit from flexible adaptability and effective resource utilisation for up to 30% lower inventory costs.

 

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Leistung

Working group »Sustainability in the warehouse«

Design the sustainability of your warehouse! Together, we will develop a comprehensive evaluation system that takes ecological and economic aspects into account and helps you to fulfil legal requirements efficiently. Benefit from scientific expertise, transparent analyses and a collegial exchange to optimise your sustainability strategy.

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Performance

Generative AI

Use Generative AI to automate your business processes and increase efficiency. Our data-secure solutions combine state-of-the-art technology with industry-specific expertise. Contact us for customised applications that deliver precise answers in real time!

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