CodeCheck (A): Helping conscious consumers with big data

Without a robust geopolitical radar, successfully navigating geopolitics is more luck than judgment.

LPX AG, founded in 2004 by Michel Degosciu and Robin Jakob, is a leader in listed alternatives, focusing on listed private equity (LPE) and listed infrastructure. With its pioneering LPX Listed Private Equity Index series and NMX Infrastructure Index series, LPX provides essential benchmarks and innovative index-linked products used globally by asset managers. In February 2024, Michel returns from a skiing holiday, ready for a pivotal business trip to Sydney. He will meet with an investment advisory firm interested in developing new financial products based on LPX’s flagship indices, LPX50 and LPXBO. This meeting is crucial for enhancing LPX’s global market presence. Michel anticipates rigorous scrutiny from the Sydney analysts on the risk metrics and performance of LPE stocks. He plans to present a detailed analysis, showing when LPE stocks excel and underperform, integrating comprehensive risk factors for a nuanced understanding. The LPX50 Index captures the performance of the 50 largest LPE companies worldwide, while the LPXBO Index focuses on buyout strategies. Both indices have demonstrated superior long-term performance compared to the MSCI World Index, though with higher volatility. Michel's analysis reveals that LPX indices offer risk-adjusted returns comparable to the MSCI World Index. Employing the capital asset pricing model (CAPM) and a six-factor model, Michel quantifies the indices’ market risks and performance drivers, showcasing LPX’s sophisticated analytical capabilities. His goal is to demonstrate LPX’s expertise and the compelling investment potential of LPE, aiming to attract global investors and solidify LPX's reputation for future growth.

Here are three strategic lessons from the tramp shipping industry.

Why the market for new year predictions is broken and how executives can better use forecasts to discern the implications for their companies.

With fact-checking out and community-driven moderation in, Meta is betting big on free speech – but critics warn the move could open the floodgates for disinformation and online harm.

Strategic thinking is key to success. Overcome common excuses and develop the skills to navigate change, drive innovation, and prepare for future business challenges.

In June 2024, at the CocoaCrafters Operating Centre, Elena Fever faced a crucial meeting with the board of directors. The discussion surrounded how to integrate Generative AI (GenAI) into the company’s supply chain strategy to enhance forecasting and simulation while maintaining ethical standards. CocoaCrafters (CC), a global confectionery leader, was renowned for its commitment to sustainable cocoa sourcing. Despite the board’s strong business acumen, they lagged on the digital agenda and for them the only success criterion was a convincing ROI. Elena’s challenges were amplified by the unknowns surrounding GenAI. Since ChatGPT’s debut, she had been urging her team to identify use cases that aligned with CC's strategic priorities and met its ethical commitments. CC’s digital transformation had begun in 2010 and was marked by phases of awareness, strategic adoption, advanced technology integration and a digital-first culture by 2020. CC’s unsuccessful blockchain project underscored the need for careful planning and ethical considerations in adopting new technologies. CC aimed to use GenAI to optimize its supply chain by forecasting cocoa yields, predicting market trends and simulating environmental impacts. However, ethical concerns about labor conditions and data manipulation persisted. Elena considered the HITL-HOTL-HOL framework for human involvement in AI decisions, reflecting on input from FMCG executives and consulting experts. Despite a lack of specific GenAI decision-making frameworks, traditional strategic basic frameworks were emphasized. Elena presented the board with strategic choices: waiting, focused phased use cases, full integration, or strategic partnerships.

When the dotcom bubble burst in March 2000, this did not stop the world from going digital, but it did poke holes in the concept of trust, especially in the digital world. David Goldenberg, a Belgian entrepreneur with extensive experience in management consulting, was confronted daily with the hassles of recruiting when information about candidates could not be validated easily. Research showed that 30% to 50% of CVs contained errors, omissions or outright fraudulent claims. Could trust in the recruitment process be re-created for the benefit of all parties? The initial idea in 2010 was to develop a solution for digitally certified diplomas, and it led to the launch of CVTrust. Through a number of iterations based on feedback from early adopters, including some prestigious European business schools, the solution evolved from Smart Diploma to Smart Certificate and a full suite of fully integrated SaaS addressing the digital certification needs of all certificate-granting institutions. By 2024, CVTrust was forced to revisit its business model, competitive advantages and routes to market for a number of reasons. These included the emergence of open standards, legislation on digital certificates and an increase in digital education in the wake of the Covid-19 pandemic. Was it time to pivot again to remain relevant?

Officially, brands executives continue to display confidence that big luxury will shrug off the 2024 downturn as a cyclical one. They see it as the product of the combined collapse of real estate prices in China and a return to normalcy after the ...

Nowadays, deploying artificial intelligence no longer guarantees a competitive edge. What truly sets companies apart is access to diverse, extensive, high-quality data that enhances their AI system’s performance compared with that of their competi...