Data Analysis
When working with spreadsheets, Realm automatically uses its analysis tools when your request requires calculations, transformations, or visualizations.1
Attach a Spreadsheet
Select “Attach file” and attach a spreadsheet (XLSX, XLS, or CSV).
2
Prompt for Analysis
Ask Realm to analyze the data, for example: “Draw a graph of the total daily
number of queries per day between the start of the year and now.”
- Generate charts and visualizations
- Calculate statistics and summaries
- Identify trends and patterns
- Create pivot tables and aggregations
Support Ticket Resolution
If you’re working with support tickets in tools like Zendesk or Freshdesk, you can ask Realm to suggest resolutions. Paste a link to the ticket in chat, and Realm will analyze the ticket content, search relevant knowledge base articles, and suggest a resolution.Foreign Language Support
You can ask Realm questions in languages other than English. Realm searches for materials in the same language as your prompt, and responses are provided in that language. Cross-language search is also supported.If a significant share of your knowledge base is in a foreign language, have
your admins inform the Realm team. We can make significant optimizations that
improve Realm’s performance in a given language.
Creating Documents
Simply ask the Realm Assistant to create a Document such as a report, proposal, or brief for you. For example: “Create a battle card vs Acme focusing on security features” or “Draft a follow-up email to Jane Doe”. Once a Document is generated, it opens in the Editor. Here, you can talk with your Document to make iterative changes like altering the tone or adding a new section, or make manual edits yourself. You can also open Documents from the sidebar to start one there. The message box is always ready: describe what you want and send to draft from scratch, or base the draft on something you already have first. Start from a document lets you upload a file, pick one of your own documents, or search the knowledge base. Start from a template lets you pick one of your organization’s templates, or add one from an upload or the knowledge base. You can pick a document and a template together: the document becomes the draft’s base, and the template’s structure and style are applied to it. A settings control next to the message box sets tone, language, and length. It applies whether you draft from a description or start from a document or template.Templates
A template is a document your whole organization can start from. Open a document you own and choose Save as template from its menu to copy it into one, or click Start from a template next to the message box on the Documents page and choose Add from the knowledge base or Upload a file as a template to make one from a document already in your knowledge base or a file you upload. Realm reads the text, so a PDF works as well as a Word file. A template made from a file holds that file’s text as it was read, so it is ready to use as soon as it is made. A template made from a Word file also keeps the file’s PNG, JPEG, and WebP pictures where they sit in the text; other picture formats, such as EMF drawings, appear as their description. A document started from a Word file in the knowledge base keeps its pictures the same way. Edit it in the Editor to make it the exemplar you want. The original file stays in your knowledge base, and a document drafted from the template reuses its wording. Starting from a template gives the new document the template’s structure and, for a Word file, its layout; the template stays as it is. The new document starts as Untitled document, not with the template’s name.Knowledge tags
If your organization uses knowledge tags to narrow answers, you can pick tags for a new document on the Documents page from Tags in the + menu. Pick one or more tags before you start and the document draws only from knowledge carrying those tags, both for the first draft and for later requests in its chat. Leave it empty to draw from everything you can access. The tag button at the top of the Editor shows the tags a document draws from. On a document outside a project, you can change them there. A template can carry tags too: a document you start from the template outside a project gets the template’s tags, so a template for one product keeps its documents to that product’s knowledge. A document in a project always draws from the project’s current tags, and the tag button shows N from project. To change them, open the project from the button and edit the project’s tags.Skills and projects
The message box on the Documents page has a + menu. It holds attaching files, Start from document and Start from template, and two more choices:- Skill picks one of your organization’s published skills, such as instructions for a short executive summary. The draft follows its instructions and examples. If the skill has a template, the new document starts from it, unless you pick a template yourself.
- Project creates the document in one of your projects, as one of its outputs. The draft then draws on the project’s files and tags.
- Tags, below Project, picks the knowledge tags the document draws on. It is offered only while no project is picked, since a project brings its own tags.

