There's no time like the present to start! Typescript's allowJS compiler option and comment-based approach lets you start with the spaghetti you have and slowly transition to Typescript.

(Though I'm still fan of the "rip off the Band-Aid" approach I used in a few projects back in the day: rename every .js to .ts and then fix compiler errors until things compile. allowJS is a great option now.)