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
1) Improving system features
2) Increase system robustness to sensor failures or outages
3) Improve energy utilisation
n/a
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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
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
A tested and assessed vision solution based on DTI Vision Box 2.0 with documented applicability, recommendations for further adaptation or implementation, and a stronger basis for automated quality control and cost optimization.
Manufacturing, Quality control and inspection, Robotics and automation, Surface and scratch inspection, Other emerging and enabling technologies