Having foregone a career in karting, Bogle made his racing debut in 2018, competing in the F4 United States Championship for Jay Howard's team in the latter half of the campaign.

[6] The start to the season yielded a pair of top-ten results, before Bogle was forced to wait until the penultimate round for his next finish inside the top ten.

HMD Motorsports with Dale Coyne Racing was Bogle's destination for the 2022 Indy Lights season, where he would be joined by Linus Lundqvist and Danial Frost throughout the entirety of the year.

[8] Even though Bogle improved his best result compared to the previous year, scoring a fourth place in Detroit, he would remain eleventh in the championship, a mere 277 points behind Lundqvist, who won the title.

Bogle teamed up with Indy NXT rookie Nolan Siegel and amateur driver Charles Crews for the Asian Le Mans Series at the start of 2023.