Metrics and mechanisms for assessing impact of sustainability is well established. Focus should be placed on the decision-making/decision support systems and their integration with existing business workflows. Focus on complete value chains is important so should be included as part of title.

Focus on the use and broader uptake of data-rich AI models and digital twins in production process automation remains a challenge

Maximising the use of onsite generation and embedding energy efficiency in production planning. Promote use of standards (such as those for continuous energy management) and data driven tools to automate verification

Common Legal frameworks to support awareness, compliance and where required certification

Supporting assessment of skills and training requirements. Create innovative approaches to embed collaborative learning environments. New modes of interactions are a key aspect

Traceability and auditability across product lifecycle important 

Establish best practice and robust demonstrators of successful transformation benefits and opportunities

Metrics and mechanisms for assessing impact of sustainability is well established. Focus should be placed on the decision-making/decision support systems and their integration with existing business workflows. Focus on complete value chains is important so should be included as part of title.

Focus on the use and broader uptake of data-rich AI models and digital twins in production process automation remains a challenge

Maximising the use of onsite generation and embedding energy efficiency in production planning. Promote use of standards (such as those for continuous energy management) and data driven tools to automate verification

Common Legal frameworks to support awareness, compliance and where required certification

Supporting assessment of skills and training requirements. Create innovative approaches to embed collaborative learning environments. New modes of interactions are a key aspect

Traceability and auditability across product lifecycle important 

Establish best practice and robust demonstrators of successful transformation benefits and opportunities