Energy efficiency and sustainability of AI data processing in Data Centres (IA)

Expected outcomes

• Projects may contribute to some of the expected outcomes; say which ones and why.
• For each outcome (EO1 to EO3), name who will use or adopt your results (a specific group, not “industry” or “society”), how they get them, and the indicator that shows the change, with baseline, target and date.
• Use the topic's own words for each outcome, so the evaluator can tick it off.

What the scope asks for

Evaluators check the proposal against these sentences of the scope. Answer each one visibly, in the call's own words.

• “Actions should address one or more of the following development areas:.”
• “In addition, actions should establish open pilot demonstration sites to test and integrate research results, and to demonstrate, benchmark, and disseminate findings among relevant industrial stakeholders, including the European data centre and colocation industry, cloud providers, and edge computing operators.”
• “These pilot sites should furthermore serve as European reference points for showcasing breakthroughs and cutting-edge technologies for energy-efficient and sustainable data centres developed under this topic, acting as models for technology uptake across the European data centre industry.”
• “Projects funded under this topic are encouraged to build synergies and leverage their results with funded projects from Cluster 5 HORIZON-CL5-2027-05-D4-06: Thermal energy optimisation and waste heat recovery of high energy demand IT rooms in buildings or small edge data centres.”

Conditions that shape the proposal

• Part B, sections 1–3: 40 pages (standard application form). Text beyond the limit is not read; tables and figures count.
• TRL: the topic expects TRL 8 by the end of the project. State where you start and the evidence for it.
• Innovation action: evaluators expect a plausible path to commercialisation and named first users or customers.
• Other Eligible Conditions: “In line with the “ restriction on control in innovation actions in critical technology areas ” delineated in General Annex B of the General Annexes, entities established in an eligible country but which are directly or indirectly controlled by China or by a legal entity established in China are not eligible to…”

Impact pathway and traps

• The scope expects pilots or demonstration. Name the sites, the partners who run them and what is measured there.
• Keep outputs, outcomes and impacts apart: what you deliver, what changes when others use it, and the long-term effect.
• Link your outcomes to the destination's expected impacts in the Work Programme. Destination impacts are long-term effects, not project deliverables.
• Name the barriers outside the project (regulation, markets, user behaviour) that could block uptake, and what you will do if they do.
• Section 2.3 (the summary canvas) is optional on this call; the old split into scientific, economic and societal impact is no longer required.