Data science & AI
Advanced analytics for value & cost engineering
Quantifying potential for manufacturing cost reduction based on value & cost engineering at an international mechanical engineering company.
Learn moreNew AI ConceptX Project
Design of an AI-supported mockup for production planning & scheduling with AI ConceptX
Zellweger Management Consultants AG is initiating the design of a mockup for a Proof of Concept in the area of AI-supported production planning and scheduling. The project includes a creative, interactive workshop to define and develop the mockup, which will serve as the foundation for implementing an innovative, AI-based solution for production planning. Click here to learn more about our AI ConceptX offering.
Data science & AI – Tap into the potential
Data science & AI are important enablers for the profitable growth of your company. We ensure that you can leverage and monetise the opportunities and potential they offer. We advise you and develop customised solutions.
Consulting
- Data science & AI potential identification
- Data management & governance
- Integration & training
Development
- Applications for products & services
- Applications for process optimisation
Our successfully executed data science & AI projects
Data science & AI
Advanced analytics in procurement
Comprehensive, in-depth analysis of procurement-relevant data to identify optimisation potential regarding material and manufacturing costs, supplier performance, inventory and internal process costs at an international mechanical engineering company.
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Data science & AI
Advanced analytics in assortment management
End-to-end analysis of the product range and definition, simulation of measures to streamline the range for an international manufacturer of cable and communication solutions.
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Data science & AI
Advanced analytics in service
Conducting a deep dive analysis to identify growth potential for the service business at an international mechanical engineering company.
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Data science & AI
Advanced analytics in production
In-depth analysis to optimise productivity, quality, delivery reliability and costs in production (manufacturing, assembly) at an international machine tool manufacturer.
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Data science & AI
Advanced analytics in sales
Identifying optimisation approaches to increase market pressure in sales for an international mechanical engineering company.
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Data science & AI
Advanced analytics in IT
Conducting a deep dive analysis to achieve a substantial reduction of IT costs at an international industrial technical service provider.
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Data science & AI
Advanced analytics in forecasting and S&OP
Evaluating optimisation potential (forecasting accuracy, inventory) of forecasting and S&OP at an international building materials supplier.
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Data science & AI
Advanced analytics in the spare parts business
Conducting an end-to-end analysis to optimise the spare/wear parts business (growth potential, delivery performance, costs, inventory) of an international machine tool manufacturer.
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Data science & AI
Advanced analytics in logistics
Conducting an end-to-end analysis of distribution logistics to optimise OTIF, delivery times, inventory and costs at an international manufacturer of components for the electrical engineering industry.
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Industry - Digitalisation - Data science & AI
Data science & AI use cases
Identifying and evaluating monetizable data science & AI use cases at an international plant and mechanical engineering company
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Industry - Digitalisation - Data science & AI
IoT strategy and technical concept
Developing a customer-centric IoT strategy with the associated technical concept for an international plant and mechanical engineering company
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Industry - Digitalisation - Data science & AI
Computer vision for quality management
Developing a computer vision solution to identify quality problems and defects for an international manufacturer of quality management solutions
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Industry - Digitalisation - Data science & AI
Smart operations cockpit
Developing and implementing a Smart Operations Cockpit to improve productivity and quality at an international medical technology company
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Industry - Digitalisation - Data science & AI
OEE improvement of an automated warehouse
Development of a condition monitoring system to improve the performance and service life of an automated high-bay warehouse with conveyor technology at an international food company
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Industry - Digitalisation - Data science & AI
Smart CRM data quality improvement
Analysis and improvement of CRM data quality based on data science for an international plant and mechanical engineering company
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Industry - Digitalisation - Data science & AI
Selfservice Procurement BI
Short-term development of a self-service procurement BI based on data science for a machine tool manufacturer
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Selfservice Procurement BI
Short-term development of a self-service procurement BI based on data science for an international medical technology company
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Industry - Digitalisation - Digital business
Process design and IT strategy
Development of a global target process design including IT requirements and definition of the future IT strategy for an international engineering company
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Self-learning forecasting algorithm
Development of a self-learning algorithm for sales forecasting for an international construction equipment company
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Platform business in the B2B segment
Developing concept for building the platform business for an international manufacturer of textile processing machines
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Industry - Digitalisation - Digital business
Innovative smart services
Developing a digital, data-based service offering for an international machine tools manufacturer
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Smart customer segmentation & profiling
Customer segmentation/profiling based on data science for the service business of an international mechanical engineering company
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Digital strategy and master plan
Developing digital strategy and master plan for a medium-sized plant and machine engineering manufacturer
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Digital strategy & roadmap
Developing the digital strategy, roadmap and business case for an international plant construction and engineering company
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Industry - Digitalisation - Data science & AI
Facilities monitoring
Developing and testing a facilities monitoring prototype (performance, conditions, predictions) for an international machine tools manufacturer
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