Why data alone does not lead to better decisions

(April 2026) Organizations are generating more data than ever. But volume alone doesn’t create value. Without context and interpretation, information becomes noise, rather than insight.

That risk is growing, as data sources multiply and fragmented systems make it harder to build a clear picture of the business. For many companies, the difficulty lies not in collecting data, but turning it into something that can guide decisions.

Francois Li, Managing Director of Keyrus Asia Pacific, argues that becoming data-driven requires more than just tools. It demands a shift in mindset, supported by unified platforms that connect systems, ensure data quality, and balance innovation with privacy and compliance.

In a Transform Talks interview with Huawei’s Executive Editor-in-Chief Gavin Allen, Li explains how organizations can move from isolated data assets to operational intelligence.