feeed Insights, by feeed professional
The UK Budget on 28 October 2026 put artificial intelligence firmly among the government's priorities. There are funding announcements for AI adoption, innovation and security. But if you run a small business, a more useful question than "how much is the government spending?" might be: "what should I do differently on Monday morning?"
There is a difference between investment in the national AI ecosystem and a grant that a local business can claim. Most SMEs will not receive a cheque to start using AI. The opportunity is to look closely at where AI, automation and better-connected software could improve the work they already do.
What the Budget actually announced
- £30 million for local AI partnerships, initially in West Yorkshire, South Yorkshire, and York and North Yorkshire. The pilots aim to develop locally led approaches to adoption, including helping small businesses and developing skills. These are not yet nationwide grants for individual SMEs — and the initial pilot regions do not include Devon.
- An additional £80 million for the Sovereign AI R&D Procurement Scheme, offering innovative British AI companies opportunities to develop solutions for public-sector challenges, including AI security, assurance and safe adoption. This is challenge-led government procurement, not a blanket subsidy.
- A £60 million AI Pathfinder Fund for cross-government work responding to opportunities and barriers in the AI transition.
- An additional £120 million for the AI Security Institute and £40 million for a National Agentic Security Unit, reflecting the importance of managing risks alongside the benefits of AI.
Together, these measures signal investment in the wider AI economy. They do not remove the need for a small business to build its own business case.
Where might AI help a small business today?
Start with a problem, not a product demonstration. Consider:
- Operations and logistics: less rekeying of consignment information, document extraction and simpler exception handling.
- Professional services: finding the right information across scattered documents, producing first drafts and preparing summaries that people check.
- Finance and administration: matching invoices, categorising incoming enquiries and moving information between systems without endless copying and pasting.
- Customer service: answering routine questions quickly and routing complex cases to the right person.
The most interesting use cases often sit between existing systems. A chatbot alone may be much less valuable than one small change that removes a frustrating daily handoff.
Three things to get right
- Data first. Decide which information is safe to use, where it goes and which tools are approved. Customer details and confidential documents should not simply be pasted into an unmanaged service.
- Keep people accountable. AI-generated content can be plausible and wrong. Make clear who checks outputs and who owns the final decision.
- Measure something meaningful. Minutes saved per transaction, reduction in errors, faster response times or improved customer experience are better indicators than the number of AI accounts your team has bought.
A practical 30-day starting point
- Week 1: Pick one high-friction process and record the baseline. How long does it take? How often is it done? Where do mistakes occur?
- Week 2: Investigate a small, low-risk solution. It might be AI document extraction, a workflow automation or simply connecting tools you already pay for.
- Week 3: Pilot with a few people using approved or anonymised information, agreed checks and a fallback if the technology gets it wrong.
- Week 4: Compare before and after. If it genuinely helps, plan how to train the team, handle exceptions and maintain it. If it doesn't, stop and try a better use case.
You do not need to wait for a local funding programme to begin learning what is useful in your organisation.
Where feeed fits in
At feeed, we help organisations move from curiosity about AI to practical improvements: understanding readiness, finding sensible use cases, integrating existing systems, building focused solutions, and putting security and governance around the work. The starting point is the business problem and the people doing the job — not whichever AI tool is generating the most headlines.
If you've been wondering where AI could make a measurable difference in your business, tell us about the process that's slowing you down. We can explore whether AI, automation or a straightforward software improvement is the right answer.
Get in touch with feeed, or email russell@feeed.com.
Sources and notes
Budget figures reflect the government announcement of 28 October 2026. Programmes may depend on later implementation guidance and eligibility rules. This article is general business commentary, not tax or legal advice.