No grant-based retraining instrument for mid-career workers displaced by AI

The Lifelong Learning Entitlement (January 2027, repeatedly delayed) is loans-only, restricted at launch to modules of level 4–6 courses aligned to priority sectors. The Growth and Skills Levy (April 2026) is employer-controlled, with tightened fund expiry (12 months) and level 7 restrictions; the Adult Skills Fund is squeezed; Skills Bootcamps are short and supply-led. IPPR (up to 8m jobs exposed) proposes a worker-support levy and portable training accounts; nothing has been adopted. A displaced 45-year-old administrator is offered debt, not a funded pathway.

AI displacement concentrates on clerical, administrative and entry-professional roles held disproportionately by women and older workers who will not take on student debt. Without a grant instrument, displacement converts directly into economic inactivity (the UK's existing weakness) rather than redeployment.

A targeted retraining grant or individual learning account for workers in high-AI-exposure occupations: grant-funded modular credits usable across FE/HE/bootcamps, co-financed by a levy strand, piloted in 2–3 mayoral combined authorities.

// Build together: Counterparty: 2-3 mayoral combined authorities piloting grant accounts from devolved adult skills budgets; levy strand needs statute later.

Up to eight million jobs are exposed and displaced clerical workers, disproportionately women and older, are offered only loans, but no grant instrument has been designed or adopted.