Happy New Year! We're kicking off 2026 with some meaningful improvements to how Juma works with your knowledge and a brand new integration that brings your Atlassian workspace into the conversation.
https://youtu.be/qwq_vdR1Wo4?si=rhKc1FSY1DZTNwQS
We've launched a dedicated Data Analysis agent that runs real calculations on your spreadsheets and CSV files. Upload your marketing analytics, sales reports, or customer data, and the agent will compute actual insights (not just summarize what it sees). Ask for performance breakdowns, trend analysis, segment comparisons, or conversion funnels. You can generate charts and visualizations right in the chat, then export everything as a PDF or formatted web report. Enable it from the agent stack below the chat input.
We've made substantial improvements to how Juma handles context during your chats. The AI now references your knowledge items more reliably, fetches fuller context when responding, and delivers more accurate answers with fewer gaps. Behind the scenes, we've also introduced context compression—which means you can keep chatting for longer without hitting limits or losing the thread of your conversation.
You can now connect Juma to Atlassian Rovo, bringing your Confluence pages and Jira issues directly into your workflow. This means you can search your documentation, reference project tickets, and pull in team knowledge without leaving Juma. Whether you're drafting a project update, summarizing sprint progress, or quickly looking up that process doc you know exists somewhere—Rovo brings your Atlassian world right to your fingertips.
We've doubled the maximum file size for documents and knowledge files from 25MB to 50MB, making it easier to work with larger PDFs, reports, and reference materials. Even better—files imported from third-party integrations like Google Drive and Microsoft OneDrive now support uploads up to 128MB, so those hefty slide decks and detailed spreadsheets are no longer a problem.
We've added your user information to Juma's awareness, so it knows who it's chatting with. This enables more personalized responses and helps the AI tailor its assistance to your context without you having to re-introduce yourself each time.
We've streamlined the onboarding experience—no more lengthy personalized setup. New users now get a quick, focused onboarding that gets you up and running faster.
A few other improvements you might notice: when you search in the command hub, your chats now appear above pages for quicker access to recent conversations.
That's it for this update. Give the new Atlassian integration a try if you're a Confluence or Jira user—we think you'll find it quite handy. As always, we'd love to hear what you think!