====ARDI Normalisation Engine==== The ARDI Normalisation Engine is a common system in ARDI applications to handle the normalisation of data that is fed into analytics and - in particular - AI. It has several key goals. * To allow users to choose how - and **if** - data is normalised, * Help to normalise data in a consistent manner, * Allow discrete values to be split into several distinct channels rather than treating them as analogue measurements, * Improve compatibility by negotiating between old and new input and output formats. In most cases, users only interact with the Normalisation Engine through //[[Normalisation Formats]]//, which are text descriptions of exactly how your data should be normalised. There are several [[basic normalisation formats|basic normalisation formats]], and the more advanced [[norm:per-channel_normalisation_format|per-channel normalisation formats]].