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Ben Jones

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Ben Jones

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Head of Machine Learning Motorway

Ben leads the Machine Learning, Data Science, and AI department at Motorway. For the past two years, his team has driven innovation in key business areas, including dynamic pricing, AI-powered image analysis, personalisation, and Bayesian modelling. Prior to Motorway, Ben began his career as a machine learning consultant at Accenture, before honing his expertise as an AI advisor to the Ministry of Defence and leading the AI department of automotive computer vision startup DeGould.

Bio from: Big Data LDN 2025

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Every day, banking institution Capital on Tap is calculating thousands of credit scores, directly impacting how their customers receive credit cards or additional lines of credit. Data quality is paramount – incorrect credit scores can set off a wide range of long-lasting financial implications for their customers, which is why the team turned to data observability with Monte Carlo, to improve their data – and credit score – reliability. 

But, as with any new tool in your tech stack, onboarding new processes for key users is just as important as onboarding the tool itself. 

Join this session with Ben Jones and Soren Rehn, to hear why the Analytics Engineering team at Capital on Tap decided to invest in a data observability tool, how their processes play a critical role in maximizing the tool’s value (including a few missteps and recalibrations along the way), and the strategies employed to garner widespread success and buy-in over time.