Will Your AI & Machine Learning Idea Succeed?
viabilAIty checks ai & machine learning business feasibility using real UK data. ONS data shows a 37.0% five-year survival rate for businesses in SIC Section J.
UK AI & Machine Learning Landscape
| Metric | Value | Source |
|---|
| UK government AI investment | £2.5B | HMT/DSIT Mais lecture, March 2026 |
| Sovereign AI Fund | £500M | HMT/DSIT, March 2026 |
| GPU compute cost range | £500–£50K/mo | Azure/AWS/GCP GPU pricing 2026 |
| AI companies per capita | Most in Europe since 2020 | DSIT AI Sector analysis 2025 |
What We Check
- Competition density — Companies House registered companies by SIC code in your area
- Industry survival — ONS Business Demography five-year survival rate: 37.0%
- Cost benchmarks — Real UK operating costs for ai & machine learning businesses
- Financial projections — 10,000 Monte Carlo simulations (Feasibility Plan)
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