To increase survivability, especially needed for the fairy tale adventures, troops need to have better armour.
This new building would give the troops more hitpoints, so they are more comparable to their royal counterparts on the fairy tale adventures.

The way it would work is your already trained troops, recruits for example, would be queued in this building and consume materials like bronze or iron bars as well as time per unit. Then they would become new troops ready for use.