Simon Flowers, Wood Mackenzie Stronger-for-longer oil demand will heap pressure on the upstream industry to deliver new supply. I asked our subsurface experts, Dr Andrew Latham, Orla Marnell and Josh Dixon how artificial intelligence can identify opportunities to meet the challenge. Why do we need to unlock new supply? The slow pace of the energy