“was invaluable. So the the difference between testing and going live, um it was so important for us. And we've got the the experience now which is baked into the product. And the beauty of our product is that every cycle gets a stronger and stronger and all those benefits are then there for all the other platform users to appreciate. So it took longer, but wow, was it a great learning experience.”