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Get the free report "Building Community Infrastructure for the Age of Artificial Intelligence"
AI is moving fast.
Communities need capacity whether impacts are modest or large. This plan aligns private gains with public investment; a policy that pays off in all scenarios.
If disruptions are mild, we still fund universally useful infrastructure.
If they’re larger, the dividend scales automatically with measured productivity gains.
How the AI dividend could work
When it applies: £200m UK revenue and a material AI deployment (≥50 roles affected or ≥25% unit-cost gain)
How it’s counted: employment changes or productivity gains (rate cards by use-case).
How much: small rate (1–3.7%) on a company’s AI investment in use. Hard cap: never more than 10% of verified AI savings or 0.20% of UK revenue.
Where it goes: 50:50 split between a national fund and local Career Infrastructure Funds, allocated by population + need.
How to fund universal career support with AI dividends
A small, capped contribution on material AI deployments turns measured productivity gains into local infastructure every community can use, without slowing innovation
Free to view. No sign up needed. Evidence-based, actionable.
FREE report for local leaders, employers & policy makers
The case: why infrastructure beats one-off time limited programmes
The model: tiny rates, thresholds, hard caps
Delivery: existing local channels + base/need formula
Examples: Norway’s fund, NHS logic, FE colleges, housing associations, makerspaces
Implementation: employer rate cards, one-page AI Impact Return, timelines
Appendix: worked FTSE-100 example
Inside this report
What the funds pay for
People. Upskill local community workers in local venues for short next-step career chats, in-person digital guidance and warm handovers to qualified coaches, as appropriate.
Places. Safe, nearby spaces where people can get online, print documents, use a laptop, and join small group sessions or meet-ups.
Platforms. Simple tools available any time (job search, CV help, skills checkers, with a human on hand for support.
AI investment in use = money a business has put into AI systems it is using in the UK (capitalised AI assets + recent AI operating spend such as software, integration, and data prep).