Stagecoach will roll out the Optibus software platform, which is used in more than 450 cities around the world.
It uses a combination of state-of-the-art artificial intelligence, advanced algorithms and cloud computing to deliver smarter timetables and networks and keep up with the continually evolving demand for travel.
Officials say it will help deliver the most efficient timetables and rosters that offer customers both attractive frequencies and reliability while reducing CO2 emissions.
The new technology will also help Stagecoach to roll out its new electric vehicles more quickly and effectively by ensuring factors such as charging locations and charging times are included in schedules.
Carla Stockton-Jones, UK Managing Director for Stagecoach, said: “It is crucial that we continue investing in the latest technology to provide the best services for our customers and to help attract new customers.
“As we have seen during the Covid-19 pandemic, we need to be able to respond to changing circumstances quickly and alter timetables and operations delivery to best suit the needs of our customers and communities.
"This major investment will give our planning teams the latest cutting-edge technology to help ensure that timetables can be planned faster and more easily.
“We are confident that as we come out of the pandemic, this new technology will help us to plan the bus networks of the future and ensure that buses continue to play a key role in the country’s recovery.”
Following pilots later this year, the Optibus platform will be rolled out in a phased approach.