Digitalisation can ‘amplify’ oil & gas operator bias
Technology can bring huge benefits, but the human aspect of implementation could be the most problematic factor
The digitalisation of oil and gas exploration and production processes often bring huge efficiency gains. But the industry needs to be aware that unconscious bias in implementation can result in major consequences. Unwitting errors in the creation of algorithms—as they result in repeated errors across systems—are more severe than those made by practitioners of analogue processes. “Some technology can actually see [operations] in real time, so you can quantify what you have and assess what you want to do with it,” says Morag Watson, chief digital innovation officer at BP. “For example, we use a combination of drones, sensors and hyperspectral imagery, so it is very complex. Great algorithms
Also in this section
24 December 2025
As activity in the US Gulf has stagnated at a lower level, the government is taking steps to encourage fresh exploration and bolster field development work
23 December 2025
The new government has brought stability and security to the country, with the door now open to international investment
23 December 2025
A third wave of LNG supply is coming, and with it a likely oversupply of the fuel by 2028
22 December 2025
Weakening climate resolve in the developed world and rapidly growing demand in developing countries means peak oil is still a long way away






