Starting from no licence. The paperwork is quick and cheap; the real wait is learning to drive well enough plus the practical-test queue. So start Phase 1 and Phase 4 in parallel today. Rough timeline: provisional + theory in ~1 month; practical in 2-4 months if you go intensive and catch a cancellation, or 5-8 months at a normal pace in London.