Scope
Phase 1 of the DARE UK programme delivered the first versions of essential software capabilities needed for federation, semi-automated disclosure control and management of AI models in, and, between trusted research environments (TREs).
The Phase 2 Transformational Programme is funding the continued development and maturation of these capabilities through the TREvolution programme of work, as well as supporting the development of an underpinning interoperability layer.
The Phase 2 TRE Early Adopter programme is funding a pioneering group of UK TREs to evaluate these capabilities in real-world environments and provide dynamic feedback to the TREvolution programme teams.
This current funding opportunity complements the TRE Early Adopter programme by offering pioneering science teams the chance to evaluate these new capabilities from their perspectives as ultimate end-users, and to influence the direction and development of the final versions. The 2024 report Scientific use cases for cross-domain sensitive data research in the UK offers possible examples of the kinds of aspirational projects this funding opportunity aims to build towards in future Phases of the DARE UK programme.
We invite research teams from across UKRI research councils remit to partner with TREs of appropriate maturity to deliver real-world research utilising new capabilities introduced through the DARE UK programme, these are:
- data federation, enabling a researcher to be able to log in to one TRE and work transparently with approved data held in other remote TREs
- analytics federation, enabling a researcher to be able log in to one TRE and send computational jobs to run in other remote TREs against approved data
- semi-automation of output disclosure checks, including from complex artificial intelligence (AI) or machine learning (ML) algorithms
The real-world research programmes will serve both as testcases, helping to harden federation capabilities towards production-level maturity, and as showcases, proving the utility of the technology in addressing challenging real-world research questions.
Our assessment criteria for eligible applications will favour existing:
- research projects looking to scale populations beyond datasets available in one TRE (Wales + England, for example)
- research projects looking to enrich original cohorts with additional attributes from other datasets (health + education, for example)
- research projects looking to augment individual-level data with complex reference data (geographical and environmental, for example)
- research projects seeking to assess the disclosure risks around the export of trained AI or ML models from one or more TREs
In all cases we will favour previously funded real-world exemplar projects that can utilise the DARE UK infrastructure to scale their ambitions and deliver greater impact.
In all cases public involvement and engagement (PIE) is mandatory. We recommend that you follow the DARE UK PIE guidelines (PDF, 992KB).
Duration
The duration of this award is up to 12 months.
Projects must start by April 2026
Funding available
The FEC of your project can be from £365,700 up to £609,500.
UKRI will fund 80% of the FEC.
Find out more about full economic costing.
What we will fund
You can request funding for costs such as:
- a contribution to the salary of the project lead and co-leads
- support for other posts such as research and technical staff
- research consumables, including cloud computing
- equipment, less than £25,000
- travel costs
- data preparation, provision, preservation and sharing
- knowledge mobilisation and dissemination costs, such as conferences and seminars for a policy or practice audience or pursuit and development of new user contacts
- estates and indirect costs
- costs to support the use and development of open-source software for project delivery
- costs for public involvement and engagement activities, including payments to public contributors
You can also request costs for work to be undertaken at international organisations by international project co-leads. We will fund 100% of the eligible costs.
The total of such costs requested for international applicants from high-income countries (HICs) (those not on the OECD DAC list of ODA recipients), India and China must not exceed 30% of the total resources requested.
What we will not fund
We will not fund:
- any kind of studentships including stipends
- large items of equipment costing over £25,000
- NHS research costs when they are associated with NHS Studies
- animal costs
- publication costs
Supporting skills and talent
We encourage you to follow the principles of the Concordat to Support the Career Development of Researchers and the Technician Commitment.
Trusted Research and Innovation (TR&I)
UKRI is committed in ensuring that effective international collaboration in research and innovation takes place with integrity and within strong ethical frameworks. Trusted Research and Innovation (TR&I) is a UKRI work programme designed to help protect all those working in our thriving and collaborative international sector by enabling partnerships to be as open as possible, and as secure as necessary. Our TR&I Principles set out UKRI’s expectations of organisations funded by UKRI in relation to due diligence for international collaboration.
As such, applicants for UKRI funding may be asked to demonstrate how their proposed projects will comply with our approach and expectation towards TR&I, identifying potential risks and the relevant controls you will put in place to help proportionately reduce these risks.
See further guidance and information about TR&I, including where applicants can find additional support.