Measurable improvement in model accuracy, reduction in data and performance drift, increased reliability of predictions, continuity of value generated by AI over time, reduction in manual corrective
Manufacturing & Automotive
Improved or newly developed control strategy for the agreed electrical drive or power-electronic application
Evaluation of system performance, reliability, robustness and energy efficiency against agreed criteria
Assessment of system behaviour under relevant sensor failures or outages were included in the test scope
Identification of technical limitations and opportunities for further optimization
Recommendations for further development, implementation or experimental validation
Technical report summarising the analysed system, applied methods, test results and recommended improvements
Manufacturers and developers of electrical drives, power converters, power-electronic systems and industrial equipment, as well as system integrators seeking to develop, improve or validate advanced or AI-assisted control algorithms.
Don't feel like browsing, but do want to get in contact?
Share your contact information and our project managers will get back to you!
A validation of data integration tools and automated reporting systems with documented results, assessment of usability, and recommendations for implementation in existing workflows.
Biosolutions, Biotechnological processes, Data-driven process optimization, Other emerging and enabling technologies, Industrial companies needing automated reporting
Documented insights into data patterns and process anomalies with reported model results and recommendations that can form the basis for future optimization, monitoring, or implementation of AI-based solutions.
Biosolutions, Biotechnological processes, Process monitoring, Predictive maintenance, Other emerging and enabling technologies
AI-Provider, AI-User
The customer receives a structured audit report with a rating per criterion, identified weaknesses and prioritized recommendations. For a Deep Audit, the report also includes statistical analyses and quantified findings.
Open for anyone
Delivery of curated and/or extended manufacturing datasets, accompanied by a technical report detailing dataset structure, enrichment methods, quality assessment, and recommended usage for AI model development and validation.
AI solution developers seeking high‑quality manufacturing datasets to support model development, training, benchmarking, and validation.
Validation of data integration tools and reporting systems with documented results and recommendations for implementation in existing workflows and further use of analytics and AI tools.
Biosolutions, Biotechnological processes, SCADA-based production environments, Data-driven process optimization, Other emerging and enabling technologies
Validate the applicability, scalability, and adaptability of the AI-driven solution across different manufacturing processes. Demonstrate impact of the applied technology
Manufacturing companies that what to unlock potential of data to improve decision making, optimise operations, enhance machine health, with explicit attention to machine-human interaction and scalability.
Data from experimental setups that identify bottlenecks, support parameter optimization, and provide a documented basis for further process development, scaling, or implementation.
Biosolutions
Documentation + summary report
AI-provider
1) Exploitation of AI methods as enabler technology for reliable predictive maintenace
2) Increased reliability and availaility of industrial actuators and machines based on reliable diagnostics with AI methods use
3) Datasets for “offline” experiments with AI methods
N/A
Digital Prototype or Feasibility or evaluation report
Hardware provider (machinery, AMR, AGV) or user
Inference on High Performance Computing, trained models, benchmarking
Manufacturing companies, Equipment provider, OEM