A documented assessment of whether 3D CAD-based vision can solve the specific production task, including solution options, demonstration results, and a comprehensive report with recommendations for next steps.
Circular economy, Factory-Level Optimisation, Human-Robot Interaction, Computer vision, Other emerging and enabling technologies
Technology evaluation, demonstrator
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documentation + summary-report
anyone with an ai solution (whether someone who developed it or someone who bought it)
Full visibility into the product life cycle, improved transparency and compliance, reduced waste, more informed decision-making, and stronger sustainability efforts through complete traceability.
Manufacturing & Automotive
Test and validation of existing advanced AI-based solutions that can add health monitoring and predictive maintenance functions, with which the plant could predict potential failures before they occur and could provide the suggestion on how to solve them.
Tool, machinery and equipoment provider
Report with recommendations and profiles of identified solution elements
Industrial engineers, systems engineers, manufacturing companies
Tech provider benefit: Access to advanced RSW and monitoring testbed for assessing the feasibility of different sensing technologies, and the development/retraining of AI-based Quality Assurance solutions.
End User (Product) benefit: AI-based system for Quality Assessment of RSW applications with low data requirements.
Deliverables: Consolidated results reports, Performance assessment reports
Technology providers want to develop and validate AI-based quality assessment and monitoring processes for robotic systems.
Industrial end-users that are interested in enhancing welding quality and optimize processes using AI-based monitoring and sensing technologies.
Infranstracture customer needs to provide: Sample parts, materials, or components representative of their welding processes for testing and validation.
Report (on prioritised use cases and a short evaluation for the top few).
All.
The service must enable the company to initiate further test or experimentation services
SMEs needing a clear vision of the stages leading up to the industrialization of an AI-based solution
Reduced waste, improved identification of reusable components, enhanced resource efficiency, greater sustainability in production processes, and streamlined re-manufacturing through AI-powered assessments.
Manufacturing & Automotive - Providers of AI based solutions for manufacturing
Function prototype and evaluation report
SME with complex manufacturing systems or products
1) Data collecting
2) Quality prediction
3) Production prediction
4) Maintenance planing
n/a
Evaluation report
Manufacturers and generally SME experimenting with heterogenous data sources typical for factories
A functional URCaps plugin or validated prototype with documented functionality, integration recommendations, and next steps toward further development or implementation.
Manufacturing, Factory-Level Optimisation, Human-Robot Interaction, Circular Economy, Robotics and automation
A validated vision and AI solution concept, prototype, or subsystem with documented performance, integration recommendations, and clear next steps for industrial deployment or further maturation.
Manufacturing (discrete and process), Circular economy applications (sorting, recycling, remanufacturing), Logistics and intralogistics, Other industrial sectors requiring robust automated visual inspection or perception.
Digital Prototype or Feasibility or evaluation report
Hardware provider (machinery, AMR, AGV) or user