Data Vision Series: AI-Ready Data & Unstructured Value

As the UK Government scales up investment in compute and tech infrastructure, the spotlight is shifting to what fuels these systems - data. Foundation models and retrieval-augmented generation (RAG) offer massive opportunites, but without high-quality, rights-respecting data, these technologies risk falling short of public trust and policy expectations. 

This panel brings together data scientists, AI engineers, and public policy experts to explore how to responsibly source, structure, and govern data for the next generation of intelligent systems. 

Our expert panel will unpack practical, real-world tactics such as: 

• Preparing datasets for fine-tuning, grounding, and human-aligned outputs 

• Leveraging synthetic data and PETs to meet privacy-by-design obligations 

• Managing unstructured data (video, audio, documents) under regulatory scrutiny 

• Navigating model transparency amid AI policy development 

Whether you're training AI in-house or procuring generative AI tools, this session offers clear strategies for building data assets that stand up to both commercial and policy demands. 

Confirmed speaker