Abyss provides breakthrough improvement in speed and accuracy of data analysis to enable cost-effective targeting of maintenance efforts. Innovative machine learning enables Abyss to automatically detect, characterise and quantify surface corrosion from visual images, to better inform testing, corrosion monitoring and painting for valuable assets such as oil platforms. This generates dramatic efficiency gains and risk reduction.