11/06/2026
𝗕𝗲𝗳𝗼𝗿𝗲 𝘆𝗼𝘂𝗿 𝗼𝗿𝗴𝗮𝗻𝗶𝘀𝗮𝘁𝗶𝗼𝗻 𝗺𝗲𝗮𝘀𝘂𝗿𝗲𝘀 𝗔𝗜'𝘀 𝗿𝗲𝘁𝘂𝗿𝗻 𝗼𝗻 𝗶𝗻𝘃𝗲𝘀𝘁𝗺𝗲𝗻𝘁, 𝗶𝘁 𝗻𝗲𝗲𝗱𝘀 𝘁𝗼 𝗮𝘀𝗸 𝘄𝗵𝗲𝘁𝗵𝗲𝗿 𝘁𝗵𝗲 𝗱𝗮𝘁𝗮 𝗳𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝗶𝘀 𝗿𝗲𝗮𝗱𝘆 𝗳𝗼𝗿 𝗶𝘁. CFOs are being asked to sign off on AI investments. They're also being asked to measure the return. That's a difficult conversation when the underlying data environment isn't ready for it. AI doesn't improve forecasting accuracy if the inputs are inconsistent. It doesn't strengthen risk oversight if the data it draws on hasn't been validated. The technology is only as reliable as the foundation it sits on.
This isn't an argument against AI adoption. It's an argument for sequencing it correctly. The organisations seeing real returns from AI in treasury are those that invested first in data integrity — clean, structured, governed data that AI tools can actually use.
𝗧𝗵𝗲 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻 𝗳𝗼𝗿 𝘁𝗿𝗲𝗮𝘀𝘂𝗿𝘆 𝗹𝗲𝗮𝗱𝗲𝗿𝘀 𝗶𝘀𝗻'𝘁 𝘄𝗵𝗲𝘁𝗵𝗲𝗿 𝘁𝗼 𝗮𝗱𝗼𝗽𝘁 𝗔𝗜. 𝗜𝘁'𝘀 𝘄𝗵𝗲𝘁𝗵𝗲𝗿 𝘆𝗼𝘂𝗿 𝗱𝗮𝘁𝗮 𝗲𝗻𝘃𝗶𝗿𝗼𝗻𝗺𝗲𝗻𝘁 𝗶𝘀 𝗿𝗲𝗮𝗱𝘆 𝘁𝗼 𝗺𝗮𝗸𝗲 𝗶𝘁 𝘄𝗼𝗿𝗸.
𝗜𝗳 𝘆𝗼𝘂'𝗿𝗲 𝘄𝗼𝗿𝗸𝗶𝗻𝗴 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝘁𝗵𝗮𝘁 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻, 𝗼𝘂𝗿 𝘁𝗲𝗮𝗺 𝗶𝘀 𝗵𝗮𝗽𝗽𝘆 𝘁𝗼 𝘁𝗵𝗶𝗻𝗸 𝗶𝘁 𝘁𝗵𝗿𝗼𝘂𝗴𝗵 𝘄𝗶𝘁𝗵 𝘆𝗼𝘂.