The healthcare sector, particularly the National Health Service (NHS) in the United Kingdom, operates within a complex procurement environment driven by rigorous compliance standards, budgetary restrictions, and the need to source high-quality...

The AI-Assisted Discharge Summary (AI-Assisted DSUM) is a technological innovation aimed at improving the efficiency of hospital discharge summaries within the NHS. Using artificial intelligence (AI) integrated into the NHS Federated Data...

Introduction: The Importance of Inventory Management in NHS Trusts In the ever-evolving landscape of healthcare, managing resources efficiently is critical for delivering high-quality patient care while minimising costs. The National Health Service...

The rapid evolution of data analysis and machine learning in modern industries has given rise to advanced methods of interpreting, forecasting, and optimizing processes. Among the various analytical tools available, the Markov...

This article analyses the key findings from the Institute for Government report titled Improving Accountability in Government Procurement, which explores the size and structure of UK government procurement, the challenges of accountability,...

In today’s data-driven business landscape, organisations are flooded with more data than ever before. From transaction histories to customer behaviour patterns, data can drive decision-making at all levels. However, the mere collection...

Risk stratification has long been heralded as a promising approach in healthcare, aiming to identify patients at varying levels of risk for adverse health outcomes. The fundamental idea is that by accurately...

Vertically integrated artificial intelligence (AI) development model, which breaks down the traditional barriers between different supply chain components, aiming for a more streamlined and cohesive approach. The model is structured in layers,...