Not so long ago, the professional cycling world's approach to fuelling was remarkably basic. Options for riders barely extended beyond a monotonous menu of pasta, rice or whatever fare that night's hotel kitchen decided to serve up. These days, it is an entirely different prospect, with vast sums spent on custom-built food trucks, personalised nutrition apps and meticulously-planned meal regimes all in the name of performance enhancement. For the nutritionists and chefs tasked with providing sustenance to power their team's riders over 2,170 miles in the coming weeks there are principally two dilemmas: what food to prepare and how to do so in an ever-changing environment. The answers are gleaned from a year-round process that begins in December during pre-season training.

It has been quite a long time since companies collect data. But now, they have in their stock, a lot more opportunities with the help of artificial intelligence (AI) and powerful analytics capabilities. However, these opportunities have made AI and analytics big-data challenges for several organizations and industries. Many organizations believe that high-performance computing is the best solution for these challenges. Companies get a wave of new ways to leverage HPC, new skill set requirements and new approaches for an era defined by volumes of data.

Following recent reports from the Government Office for Science and the House of Commons Select Committee, Digital Catapult comments on how access to data can open opportunities to the UK's AI entrepreneurs. Artificial Intelligence (AI) is at the centre of two recent government reports. Yesterday, the Government Office for Science published an overview of AI that focuses on several significant areas: the effect of AI on productivity and economic value, advantages to government, effects on the labour market, ethical challenges and public trust. Earlier in October the House of Commons Select Committee published their report on Robotics and Artificial Intelligence that recommends that the government is to invest in education and training infrastructures, ensure digital inclusion and governance mechanisms, and provide leadership for future growth in robotics and AI. When considering where the government can provide a significant boost to UK AI and machine learning entrepreneurs, Digital Catapult believes there is a major opportunity in access to data.