Ghost Stories #101: Under the hood - the data edge at WeBuyCars

In this episode of Ghost Stories, The Finance Ghost goes beyond the headline numbers and gets under the hood of WeBuyCars with Deputy CEO Wynand Beukes and CFO Chris Rein. Instead of rehashing the latest earnings, the conversation focuses on what really matters: how the business is adapting to a rapidly shifting automotive market, from the rise of Chinese brands to increasing pressure on pricing and margins.

At the heart of it all is data. From Bayesian pricing models to proprietary software and AI-driven decision-making, WeBuyCars is building a competitive edge that goes far beyond scale. This episode explores how the company uses data to manage risk, optimise inventory, and keep turning stock in a deflationary market - and why getting the buying decision right is everything.

This podcast deals with topics like:

• What “percentile-based buying” actually means in practice
• The impact of Chinese vehicle entrants on pricing and margins
• Why the "up to R250k" segment is strategically critical and the competitive realities at higher price points
• How WeBuyCars uses data and machine learning to price risk
• The “empty bay problem” and why growth requires bold decisions
• Inventory risk, margin pressure and managing a deflationary market
• Why WeBuyCars sees itself as a technology business at heart

Important disclosure: The Finance Ghost has a shareholding in WeBuyCars.

WeBuyCars believes strongly in the value of Ghost Mail in the South African investment ecosystem. They have sponsored this podcast for readers, but The Finance Ghost was allowed to ask whatever he wanted to ask. Please do your own research and do not treat this podcast as an endorsement of WeBuyCars as an investment.