Data is king, integration is queen
Harnessing the power of data science and real-time intelligence offers a powerful single view of the market
Few people know that data intelligence firm Kpler’s journey actually started in 2014, when the founders were told by an LNG trader: “I receive many proposals for ship-tracking software, but I don’t care about the ships. I care about cargoes into them, their volumes and the commercial information related to them”. The trader was actually referring to a common inconvenience of the commodity trading value chain, which is the capture and treatment of pre-trade data. In practice, traders and analysts spend a large amount of time collecting data sets from various sources, and then try to make sense of it by connecting the dots through spreadsheets. Fifteen years ago, there would have been virtuall
Also in this section
6 February 2026
The long close relationship between key supplier Qatar and pivotal buyer Japan becomes even deeper following new landmark deal
6 February 2026
Partnerships across the LNG value chain have evolved over time, growing in both complexity and importance, according to panellists at LNG2026
6 February 2026
Nigeria's mega-refinery is still trying to solve many challenges, all while its owner talks up expansion
5 February 2026
While broadly supportive of EU efforts to tackle methane emissions, representatives of the gas industry warn it could deter supply contracting if timelines and compliance requirements are not made more pragmatic






