Most teams think AI deployment is about managing model drift and hallucinations. In reality, the top enterprise pain points are audit trails and regulatory compliance. With the EU AI Act taking full effect in August 2026, discover why the smartest firms are re-architecting their tech stack: buying evidence-and-audit tooling first, and model-monitoring second.
UKRI’s own data shows that around 60% of UK spin-outs from arts, humanities and social sciences backgrounds have unknown sectoral data. AHRC has now opened a £250,000 call — “A guide for the commercialisation of Creative Industries Research” — to help fix it, open 30 July to 15 October 2026. NorthStar Consulting has been tracking this gap since January, and is now inviting academics working on commercialisation in these disciplines to talk directly, ahead of the call’s guide being built.
Explore how SMEs can move beyond Kanban by integrating operational intelligence, forecasting, AI and collaboration into a resilient business strategy
For the past several years, the dominant economic question was whether SMEs could survive successive macroeconomic shocks. Today, mere survival is no longer a viable long-term strategy. Across the UK and Europe, a profound structural divergence is widening the gap between proactive, digitally mature firms and those locked into a defensive cycle of liquidity stress. The next phase of market leadership will be defined by a much harder question: which SMEs possess the capital, capability, and confidence to modernise before the next shock arrives?
Due diligence framework for 2026–27: what investors now test in SMEs, academic spin-outs and SHAPE ventures. How to prepare and what to expect.