A Founder's Guide to Innovate UK's Two-Stage AI Research and Development Programme
Frontier AI Discovery is an Innovate UK programme designed to accelerate the development of transformative AI technologies. It is a two-stage funding competition with a deliberately low-friction entry point and a pathway to substantial collaborative research and development support in Phase 2.
Phase 1 is a feasibility study grant of £25,000 to £50,000 funded at 80% of eligible costs, lasting up to three months. Successful Phase 1 applicants are invited to apply for Phase 2, where collaborative consortia can access project funding of £5 million to £10 million over 24 to 36 months.
The critical deadline: Phase 1 applications must be submitted via the Innovation Funding Service by 10 June 2026 at 11:00am. This is a hard deadline. If you are considering applying, you need to start now.
The total Phase 1 pot is up to £2.5 million, split across a pool of successful applicants. The programme is open to single applicants only at Phase 1. Phase 2 requires a consortium structure.
Frontier AI Discovery is structured around four thematic priority missions. Your application must align with at least one of these. The programme is looking for new-to-the-world AI and machine learning capabilities, not incremental improvements or deployment of existing tools.
Making the UK the best place to develop and deploy AI across medicines discovery, development and manufacturing, predictive healthcare applications, and clinical trials.
Genomics and multi-omics models, medicines discovery, foundational bioscience and patient-level models, and secure monitoring and evaluation systems.
Decentralised and real-time systems, critical infrastructure management, and cybersecurity applications with genuine AI novelty at the core.
AI accelerator chips, neuromorphic hardware, and optical backplanes. Focus is on genuine hardware-AI co-design where AI is the primary innovation, not a secondary feature.
Important: Applications that focus on routine integration or deployment of existing AI tools, lack clear technical novelty, or have hardware as the primary focus with AI as a secondary analytics layer will not be funded.
Phase 1 is designed to assess the feasibility of ambitious collaborative R&D proposals and help build consortia. It is a low-risk entry point into the programme.
| Grant size | £25,000 to £50,000 |
| Funding rate | 80% of eligible costs |
| Duration | Up to 3 months |
| Start date | 1 October 2026 |
| End date | 31 January 2027 |
Successful Phase 1 applicants are invited to submit full collaborative R&D proposals. This is where the significant funding sits.
| Project costs | £5 million to £10 million |
| Duration | 24 to 36 months |
| Structure | Collaborative consortia |
| Lead | Any organisation can lead |
| Subject to | Business Case approvals |
Realistic success rate: Innovate UK estimates approximately a 2% chance of success based on experience from similar competitions. This is highly competitive. A strong, well-written application aligned tightly with the stated mission priorities is essential.
You must be a UK registered organisation. All work must be carried out in the UK and you must intend to exploit the project results from or within the UK. Your project must demonstrate genuine technical novelty, not routine AI integration. It must align with one of the four stated mission priorities.
Innovate UK has published briefing slides on the Innovation Funding Service competition page. Read them carefully. They contain the scoring criteria, worked examples of what qualifies, and specific guidance on what assessors are looking for. Most failed applications ignore this material.
Applications must be submitted at apply-for-innovation-funding.service.gov.uk. Register or sign in, find the Frontier AI Discovery competition (competition reference 2422), and begin your application. Start early: the system can be slow and technical issues close to deadlines are common.
Applications include both scored and unscored questions. The scored sections cover technical novelty and feasibility, commercial potential, team capability, and project management. Each section is assessed independently. A weak section on commercial potential can fail an otherwise strong technical application.
This is a hard deadline. Late applications are not accepted under any circumstances. Projects must start on 1 October 2026. Do not start your project until your Grant Offer Letter has been approved by Innovate UK.
Useful contacts: Innovate UK can be contacted at 0300 321 4357, open 9am to 12pm and 2pm to 5pm Monday to Friday. For help finding subcontractors or consortium partners, contact the Innovate UK Business Connect AI team at iuk-business-connect.org.uk.
The official application page including eligibility, scoring criteria, and briefing slides. Competition reference 2422. apply-for-innovation-funding.service.gov.uk
UKRI overview of the competition with links to the Innovation Funding Service. ukri.org/opportunity/frontier-artificial-intelligence-discovery
Additional guidance and consortium-building support for applicants. iuk-business-connect.org.uk/opportunities/frontier-ai-discovery
Information in this paper is based on publicly available sources verified in June 2026. The Phase 1 deadline of 10 June 2026 is a hard deadline. Always verify current programme terms directly with Innovate UK before making any funding decisions. Programme details, including Phase 2 funding levels, are subject to Innovate UK Business Case approvals.
UK Government AI Funding Series
Frontier AI Discovery: A Founder's Guide
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This paper is for general information purposes only and does not constitute financial, legal, or investment advice. Programme details are subject to change. Verify current terms directly with Innovate UK before making any funding decisions.