tl;dr: Lenin dies in 1907 fleeing the authorities in Finland, and Bogdanov does pretty much everything that Lenin did in the run up to the revolution. The outcome is spectacular.
(Incidentally the current version of this TL was directly underneath this one before I posted this.)