Bryn Lennon - Formula 1 | Formula 1 | Getty ImagesDoing this with a digital twin allows teams to develop strategies for different circuits. With 24 races on the schedule and only a handful of days in between, forecasting track performance is critical to ensuring engineers are ready to make any necessary changes. While teams are allowed up to 60 operational staff at the track on race days, each is communicating with analysts back at headquarters. "Everyone there will be looking at their computer and providing feedback to the racetrack engineers with recommendations that can be actioned onto the race car." With the cost-cap limiting budgets to $135 million per year, automating repetitive tasks is crucial to ensuring teams are using their resources efficiently.

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Persons: Williams, James Vowles, CNBC's, Dan Keyworth, Red Bull, Max Verstappen, Lewis Hamilton of, Bryn Lennon, Britain's, Ben Waterhouse, Red, there's, Alessio Morgese Organizations: McLaren, CNBC, Mercedes, Oracle Red Bull Racing, of Great Britain, Silverstone Circuit, Engineers, Miami, Getty, Nurphoto Locations: Lewis Hamilton of Great Britain, Netherlands, parc ferme, Northampton, England, Monaco, Miami, USA