UWTSD Applied Computing Blog

UWTSD’s Associate Professor Dr. Tim Bashford, research Lead at the Wales Institute of Digital Information (WIDI), is a prominent voice in artificial intelligence approaches across public services, healthcare, and education. With his background spanning digital innovation, applied research, and skills development, Tim’s work bridges the gap between policy, practice, and emerging technology.

Tim recently contributed to a podcast for Business News Wales, expanding on themes from his guest column ‘AI Readiness Depends on Scale, Not Sector‘. Below is a summary of the ideas underpinning the discussion.

AI Readiness: A Question of Scale and Maturity:
Tim highlight’s the narrative that the public sector lags behind the private sector in AI adoption simply doesn’t hold up under scrutiny. Instead, the real divide lies between: Large, digitally mature, well‑resourced organisations, and Everyone else, particularly smaller organisations with limited capability. This insight reframes the conversation: readiness for AI is not determined by sector, but by institutional scale, digital maturity, and capacity to invest. Contrary to popular belief, Wales’ public services demonstrate:

• More mature governance structures for AI
• Better‑established support frameworks
• Growing cross‑sector collaboration, particularly through partnerships with WIDI and the Welsh NHS.

However, legacy systems and uneven digital capability remain ongoing challenges. While some large Fintech and Medtech companies are rapidly advancing, many SMEs are no more AI‑ready than the least mature public organisations. They often struggle with:

• Skills shortages
• Investment barriers
• Limited digital foundations
• Unclear adoption pathways

Tim argues that this ‘long tail’ of SME under‑preparedness is one of the biggest obstacles to Wales’ overall digital readiness. Tim goes on to emphasise that universities are not just “homes of the complex algorithmic work”, that their most significant contribution may actually be:

• Skills development
• Upskilling the workforce
• Helping organisations adopt AI safely and confidently
• Supporting responsible innovation across Wales

This positions institutions like WIDI and UWTSD as central pillars of Wales AI ecosystem.

To hear Tim expand on these themes, explore practical implications for organisations, and discuss how Wales can build AI capability across sectors, listen to the podcast here: Public Sector Social Value Podcast Guide.

To explore more about Tim’s work and background please visit:
* UWTSD News (AI Edu. Conference 2025): https://www.uwtsd.ac.uk/news/uwtsd-host-welsh-collective-ai-education-conference-2025
* ResearchGate: https://www.researchgate.net/profile/Tim-Bashford

~