Apply AI: AI-Driven Robotics for Industry: Enabling System Integration and Adoption (IA) (Partnership in AI, Data and Robotics)

Expected outcomes

• Projects should contribute to all of the expected outcomes.
• 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.

• “To maximise the impact and adaptability of deployed systems, the approach should consider the most appropriate tools to speed up integration processes and suitable AI design, training and inference methodologies, ensuring scalability, transferability, transparency, robustness, flexibility, and real-world applicability in diverse industrial environments, and should remain adaptable to the latest technological developments.”
• “Where relevant, projects should contribute to open and widely recognised standards to foster interoperability and uptake across the robotics ecosystem.”
• “The project is expected to deliver:.”
• “This framework should provide, for example, a common software layer, standard interfaces to connect to existing workflow and legacy system, possibly also to connect various robot components, coordinate multiple robots and link them with additional AI tools and IoT environments, as well as tested configuration templates and clear guidelines to ensure safe and efficient use.”
• “Where relevant, high-fidelity digital twin testbeds should be linked to each pilot, allowing safe and realistic testing and training before deployment, and supporting a smooth transition from virtual models to actual production lines.”
• “Projects are expected to make full use of existing robotics resources and assets made available through the AI-on-Demand Platform, such as the EuroCORE repository and other relevant shared tools, to maximise synergies, avoid duplication of efforts and ensure broad dissemination and reuse of results within the European AI and robotics community.”
• “This topic implements the co-programmed European Partnership on AI, data, and robotics (ADRA), and all proposals are expected to allocate tasks for cohesion activities with ADRA.”

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 7 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 order to achieve the expected outcomes, and safeguard the Union’s strategic assets, interests, autonomy, and security, it is important to avoid a situation of technological dependency on a non-EU source, in a global context that requires the EU to take action to build on its strengths, and to carefully assess and…”
• Other Eligible Conditions: “For the duly justified and exceptional reasons listed in the paragraph above, in order to guarantee the protection of the strategic interests of the Union and its Member States, entities established in an eligible country listed above, but which are directly or indirectly controlled by a non-eligible country or by a…”
• Other Eligible Conditions: “[[ The guarantees shall in particular substantiate that, for the purpose of the action, measures are in place to ensure that: a) control over the applicant legal entity is not exercised in a manner that retrains or restricts its ability to carry out the action and to deliver results, that imposes restrictions…”

Impact pathway and traps

• Users or citizens are part of the scope. Show how they take part in the design and testing, not only that they are informed.
• The scope expects pilots or demonstration. Name the sites, the partners who run them and what is measured there.
• Standardisation is mentioned. Name the committees or bodies and the partner who engages with them.
• Policy or regulation is in scope. Name the policy owners you will reach and what you will give them.
• 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.