In order to get the web site off the ground, the database was generated using Artificial Intelligence (A mix of openai and Claide). We used it to create the categories and populate them with products. We also used it to generate the criteria by which we are benchmarking the products and finally scoring each product. The final stage is very time consuming and there are currently large gaps. So if you see 'no information' it may just mean we haven't got there yet.

This is just the start. We don't expect the information to be perfect, so where you see the working robot symbol please check with the supplier. We will have contacted all the suppliers before we go live to ask them to audit and if necessary correct and fill in any blanks. Once we do that the robot symbol will disappear. Over time we expect to add new categories and criteria. The Financial Technology community will surely be keen to help us get that (and in the process their product profiles) right.