--- title: "AI grounding: what it means for support answers | Sainapse" description: "AI grounding ties a support answer to a source the team can open: an article, a policy, or a resolved ticket. A fluent reply with no source is ungrounded." canonical_url: "https://www.sainapse.ai/learning/ai-grounding" markdown_url: "https://www.sainapse.ai/learning/ai-grounding.md" text_url: "https://www.sainapse.ai/learning/ai-grounding.txt" archetype: "learning-article" --- # AI grounding: what it means for support answers | Sainapse Learning ## What AI grounding is AI grounding ties a support answer to a source a person can open. The source might be an article, a policy, or a resolved ticket. A fluent reply with nothing behind it is not a grounded one. On this page: - [The definition](https://www.sainapse.ai/learning/ai-grounding#learning_ground_03) - [Questions](https://www.sainapse.ai/learning/ai-grounding#learning_ground_04) - [Related reading](https://www.sainapse.ai/learning/ai-grounding#learning_ground_05) ## An answer you can trace. Grounding is the requirement that a model's answer be traceable to material you trust. In support, that material is usually a help center article, an SOP, a contract clause, or a ticket your team already resolved. The point is inspection. A reviewer should be able to see what the sentence was based on. If they cannot, the answer may still be right, but you cannot tell, and you cannot fix the source. ## Confidence is not a citation. Grounding is not the same as a confident tone. Models can sound sure about a policy you do not have. Confidence is a style. A citation is a check. Grounding is also not the whole job. A cited draft that nobody writes back into the ticket has informed a person. It has not finished the record. Retrieval and the write are different steps. ## Support answers get audited. A wrong refund policy, a wrong entitlement, or a wrong change window is a customer event, not a demo glitch. Grounding is how you make that failure visible before it ships, and how you explain it after. It is also how a team improves the source. If the cited article is wrong, the fix is the article, not a longer prompt. If no article exists, the honest result is a handoff, not a guess. ## A decorative link is not grounding. Some products attach a link the model did not use, or a passage that does not say what the reply claims. Ask to see the span, not only the title of the article. Grounding does not set your autonomy. You can ground every draft and still require a person to send it. You can also ground a reply the product sends alone. The source and the permission to send are separate controls. ## Common questions ### Is grounding the same as retrieval-augmented generation? Retrieval-augmented generation is one way to ground an answer: fetch a passage, then write from it. Grounding is the requirement. The technique is a means. A buyer can insist on the requirement without adopting the acronym. ### What should a grounded support answer cite? Something your team already trusts and can update: a help center article, an internal SOP, or a resolved ticket. A citation to a source you cannot correct will keep repeating the same mistake. ### Where does Sainapse describe the mechanism? The grounded response drafts page describes drafts that cite the article, SOP, or resolved ticket behind a line. This guide is the definition. That page is the mechanism. Neither one is a promise about a rate. Related ## Where to go next The glossary, the other guides, and the comparisons that carry a source and a date when a vendor is named. ### In this set - [AI support glossary](https://www.sainapse.ai/learning/glossary): The short definitions, and which guide each one points at. - [AI support agent](https://www.sainapse.ai/learning/ai-support-agent): The product that might produce the answer grounding is meant to check. - [Grounded response drafts](https://www.sainapse.ai/features/grounded-response-drafts): How a draft cites the article, SOP, or resolved ticket behind a line. - [Knowledge from resolutions](https://www.sainapse.ai/features/knowledge-from-resolutions): Where a resolved ticket becomes a source the next answer can cite. - [All learning guides](https://www.sainapse.ai/learning): The hub, grouped by the question each guide answers. ### Comparisons - [All vendor comparisons](https://www.sainapse.ai/compare): What each vendor finishes, how each is priced, and when another one fits. - [How to judge a vendor](https://www.sainapse.ai/learning/how-to-evaluate-ai-customer-support-vendors): Finish, pricing, and fit, including when another vendor is the better choice. - [Intercom Fin alternatives](https://www.sainapse.ai/compare/intercom-fin-alternatives): Keep Fin, switch helpdesks, or add a layer. The outcome price is sourced. ## See it on the desk you already run Bring one queue from the helpdesk or ITSM you run today. These guides explain the choice; a demo shows the work on your tickets. - [Book a demo](https://www.sainapse.ai/book-a-demo) ## Sitemap See the full [Sainapse sitemap](https://www.sainapse.ai/sitemap.md).