Where the workflow shifted
AI customer agent, Fin for Ecommerce, support knowledge base, and Shopify support automation demand all point to the same reality: pre-purchase help and post-purchase support cannot run on separate truths anymore.
If a customer agent handles product discovery, exchanges, refunds, and order changes, it needs one shared source for catalog facts, policy content, and order context.
Tool names are not outcomes
The signal matters when it clarifies a real service task, deliverable, and acceptance rule, not when it only shows a demo.
Check permissions and failure
- Check whether the support knowledge source covers product pages, blogs and FAQs, order status, return policy, and common procedures
- Keep the test narrow: one service scenario with clear inputs, deliverables, acceptance rules, and human review
What still needs proof
Split knowledge sources make the same agent sound persuasive before purchase and inconsistent after purchase. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.