It also needs to be vertically integrated to make money, otherwise it's a handout to the materials science company. I can't see any of the AI companies stretching themselves that thin. So they give it away for goodwill or good PR.
AI for science is not "marketed". It silently evolves under the wraps and changes our lives step by step.
There are many AI systems already monitoring our ecosystem and predicting things as you read this comment.