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    Efficient, Structured and Controllable AI Systems

    OpenOfficial United Kingdom government data

    Innovate UK, part of UK Research and Innovation (UKRI) (UK) · National scheme · 1 eligible country

    €173k
    Published funding
    18 Nov 2026
    Deadline

    What this scheme funds

    This UK programme funds experimental validation of prototype AI systems, focused on novel reusable components for more efficient, structured and controllable machine learning systems. It supports early stage technical de risking so that promising AI research can move towards real world validation. A total pot of up to £1.66 million is available across all successful applicants.

    artificial-intelligence · machine-learning · deep-tech · sme-scaleup

    Do you qualify for this scheme?

    Tell us your website and we'll check this scheme's own conditions against what your company does.

    Only the website is required.

    Who it is for

    UK registered SME businesses developing novel AI components for efficient, structured and controllable learning systems that need funding to validate prototypes experimentally.

    The scheme in detail

    Agency
    Innovate UK, part of UK Research and Innovation (UKRI) (UK)
    Eligible countries (1)
    United Kingdom
    Funding
    €173k
    Deadline
    18 Nov 2026
    Applicant type
    Not stated by the agency.
    Eligible applicants
    SME
    Also required
    Total scheme budget is £1,660,000 shared across all recipients, not a per applicant amount, and applicants must be UK registered SME businesses in the private sector.

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