Hi Gareth,
I agree with alba the finish is not very uniform and patchy. It shouldn't crumble away form the beads either. Was it a very hot day? Also your supposed to leave it 24 hours between coat really so should have missed a day and then topcoated.
For the silicone paint look for a...