Research and development programmes for new products or applications can take years and require high capital investments. Returns are far from guaranteed, and this uncertainty of ROI can add constraints to your innovation.
Artificial intelligence and machine learning are based on learning capabilities of machines, in line with human cognitive abilities to learn. AI and ML can do their learning at unprecedented scale and speed. New technologies are able to reduce development times and related costs significantly, stimulating innovation.