Start by drawing a nice big diagram.
The first thing we should do is to find out where $P$ can lie. Since it is indirectly suggested that $P$ can coincide with $I$, an immediate guess (if you know about the superlemma) is that $P$ might lie on the circle through $B,I$ and $C$. We can show that this is the case by exploiting the angle condition of the problem. The angle sum in $BPC$ gives that
$$\angle PBA + \angle PCA = \angle PBC + \angle PCB = 180^{\circ} - \angle BPC.$$
But we also have that
$$\angle BPC = 360^{\circ} - (\angle CPA + \angle APB) = 360^{\circ} - (360^{\circ} - \angle A - \angle PBA - \angle PCA)$$
from angle sum in quadrilateral $ABPC$.
Putting these two expressions for $P$ together, we get that
$$\angle BPC = \angle A + \angle PBA + \angle PCA = \angle A + (180^{\circ} - \angle BPC) $$
which can be simplified to
$$\angle BPC = \frac{180^{\circ}+\angle A}{2} = 90^{\circ} + \frac{1}{2} \angle A.$$
Since this angle is constant, $P$ must lie on a circle through $B$ and $C$ by the inverse of the inscribed angle theorem. Setting
$\angle PBA = \angle PBC$ and $\angle PCA = \angle PCB$ we see that $P$ in this case is the intersection of two bisectors and thus the incenter. This implies that $I$ lies on this circle, and we have just confirmed that we are indeed working with the circle from the superlemma. We thus let $S$ be the superpoint and finish the problem by using the triangle inequality.
Using the triangle inequality on triangle $ASP$, we get that
$$AP + PS \geq AS = AI + SI.$$
with inequality if and only if the triangle is just a line. Since $PS$ and $SI$ are both radii of the circle through $B,I$ and $C$, we are left with
$$AP \geq AI.$$
Also, since the triangle is only a line when $P=I$, the equality only holds if and only if $P=I$ and we are done.