Forging works the metal so its internal grain flows along the part's shape, which gives fatigue strength far beyond a part machined from bar stock. For anything that will be cycled millions of times with a life-safety consequence — a landing gear leg, a turbine disc — that is not an optimisation, it is the only acceptable process.
The presses that do this at aerospace scale number in the low tens worldwide. They are enormous, decades old in many cases, and cannot be duplicated quickly. Combined with the qualification burden on every part, that produces a supply chain with very little slack: when demand rises, the queue lengthens rather than the capacity growing.
Two industries stand behind that part, and they are not the same industry. One wins titanium from ore and melts alloy to a cleanliness no ordinary mill reaches; the other operates the presses that shape what the first one sells. A melt shop owns furnaces and metallurgists, a forge shop owns presses and dies, and outside one vertically integrated Russian producer almost nobody owns both.