AI implementation could improve our lives, day-to-day activities, provide solutions to complex problems, make us work smarter and provide fun and interesting scenarios on our electronic devices. But AI has a voracious appetite for energy, consuming lots of electricity when processing data. AI Data Centres power consumption will create a strain on the grid, negating the move towards decarbonization. So, designing more energy efficient data centres could help solve this using Semiconductors like SiC and GaN, Components like Gate Drivers and Power MOSFETs, Technology like Digital-Isolation, Low-power Microcontrollers, Energy Conversion like AC-DC and Energy Storage & Delivery like Supercapacitors.