a Google search offers surprisingly few obvious options for a consumer to upload their photos to have them auto-tagged or auto-categorised.

cloud storage? plenty of that. APIs for AI? plenty of that too. out-of-the-box solutions for real-world problems? not so much.

my feeling is that it's due to scalability issues. handling billions of images on behalf of millions of customers would be a massive undertaking.