Enterprise organizations are adopting Retrieval Augmented Generation (RAG) to unlock insights from company knowledge sources like Microsoft SharePoint, Google Drive, and Atlassian Confluence. However, these knowledge sources contain sensitive information governed by complex permission structures. Making sure that AI-generated answers respect those permissions is one of the hardest challenges in enterprise AI.
For lots of small businesses, design studios, makers and print farms, 3D printing is no longer about making a single prototype. The problem is what happens when demand increases. A print farm may have to print identical parts in a run. A design studio could go through several iterations for various clients. A small manufacturer…