Hi just read your message on kateri amman.
Our family deity is kateri amman. As you mentioned she is not black or wear black clothing etc. She is a beautiful goddess who loves her devottees and children very much. Her temple is near Aranthangi in Pudukottai district of Tamil nadu, India.
If any further clarification required please email me.
best regards,
Ponimathu