11 TUPLES Innovations Featured on the EU Innovation Radar

The Innovation Radar showcases breakthrough technologies and solutions developed through European research programmes. Being included means that the innovations have been recognised by the European Commission as having strong technological potential and relevance for industry and society.

The TUPLES project focuses on developing trustworthy, explainable and robust AI solutions for complex planning and scheduling problems across sectors such as logistics, energy, manufacturing, and transportation. The inclusion of 11 innovations in the Innovation Radar highlights the breadth and impact of the work carried out by the consortium.

A diverse portfolio of AI innovations

The recognised innovations span a wide range of domains, including explainable AI for logistics and transport, advanced optimisation algorithms, decision support systems, and industrial AI platforms.

Among the highlighted developments are:

• AI Explainable Planning Routing Support System for transport route diversion during incidents and disruptions.
• Algorithms for compressing tree ensemble to improve the efficiency of machine learning models.
• Explainable AI planning systems for industrial supply chains, enabling intelligent storage planning and logistics decision-making.
• Resource-constrained scheduling AI tools that support workforce allocation and dynamic rescheduling of transport operations.
• IPEXCO, a platform for iterative planning with conflict explanations, improving transparency in automated decision systems.
• Advanced clustering techniques for waste collection routing, improving efficiency and sustainability in urban logistics.
• Robust optimisation methods for heat and power generation plants, supporting more resilient and efficient energy management.
• The Self-Assessment Tool for Trustworthiness in Planning and Scheduling, designed to help organisations evaluate AI systems against key trustworthy AI principles.

From research to real-world impact

Several innovations also demonstrate strong market readiness and real-world deployment potential.

The Competition Platform for AI/ML and decision-making models, has been assessed as Tech Ready with Very High market creation potential. The platform enables industrial and academic communities to tackle complex optimisation and AI challenges through competitions and collaborative experimentation.

Another innovation with Business Ready maturity is the Football Squad Management Decision Support System, which supports data-driven strategic decisions by professional football clubs.

Strengthening Europe’s innovation ecosystem

The strong presence of TUPLES innovations on the Innovation Radar reflects the collaborative effort of leading universities, research centres, and industrial partners across Europe. These results demonstrate how European research collaborations can translate cutting-edge scientific advances into technologies with tangible societal and economic value.

You can explore the innovations directly on the Innovation Radar platform:
https://innovation-radar.ec.europa.eu/

Here is the full list: TUPLES INNOVATION RADAR