A Liveboard is the AI's reply rendered as a working tool (a trip planner, a dashboard, an editable doc) instead of a wall of text you have to rebuild somewhere else. Plain chat works for Q&A. Liveboard works for making things.
The issue isn't that AI text is hard to read. It's that it isn't a working object, so you rebuild every reply in another app before it's worth anything.
Ask for a trip plan and you get paragraphs describing one. Ask for a dashboard, you get a text table. The output isn't the work. It's a spec for the work you still have to do.
Gmail, Sheets, Notion, Calendar, Figma. You leave the AI tab to paste, reformat, and rebuild. The chat was step one of nine.
Nothing is clickable. Nothing is editable in place. A bulleted itinerary isn't a planner. A markdown table isn't a dashboard. You can't drag, filter, swap, or ship from the response.
A plain reply has no shareable URL, no export, no calendar entry, no CRM log. You have to rebuild it as a real object before anyone else can use it.
Plain chat is great for answers. It breaks the moment you need to make something.
GPT-5 in a text box is still a text box. A smarter model doesn't add edit buttons. It doesn't preview your email. It doesn't log to your CRM. The UX is the ceiling.
"Can I just shorten this without regenerating?"
No inline edit controls on AI output.
"What does this email actually look like?"
No live preview until you paste it elsewhere.
"Why do I get the same menu for code and for emails?"
Static UI that doesn't adapt to the task.
"What should I do with this output?"
Blank prompt box. No next-step suggestions.
The last mile of every AI task isn't generating the reply. It's rebuilding the reply into something you can actually use.
Every AI output comes with contextual chips. Shorten, swap tone, expand a bullet, replace a section, all without leaving the message. No copy-paste. No re-prompting. The diff lands in place.
See the artifact as it renders (formatted email, styled table, a full report) alongside the conversation. Edits and the preview stay in sync. Ship only after you've actually looked at it.
Every Liveboard closes the loop. Trip planner → Add to Calendar. Sales email → Log to CRM. Dashboard → Export CSV or Send to Slack. The work ships from the artifact itself. No final copy-paste.
Finished a draft? Liveboard suggests sending it, scheduling it, or generating a variant. Pulled a dataset? It suggests a visualization. The blank prompt box is over.
Toggle the task to see the contextual action menu swap: sales email, then data analysis. The UI changes because the work changed. Count the steps on each side.
Subject: Q3 Follow-up Hi Priya, I hope this email finds you well. I am writing to follow up regarding Q3... [continues for 14 more lines] Best regards, You
The artifact on the right is fully editable. Click any field to change it. The buttons below morph with the task.
We ran the same task both ways: "Shorten this email, change the tone, log it to the CRM." Nine manual steps in plain chat: generate, copy, paste into Gmail, reformat, re-prompt, copy again, paste, then log to the CRM by hand. Three taps in Liveboard. The gap compounds across every AI task your team does in a day, and it's not a research claim, it's literally what the demo above shows.
Canvas and Artifacts are features bolted onto a chat box. Liveboard is the workspace.
Canvas works only on documents. Artifacts works only on code and markup. Liveboard works on the actual task.
No text walls. No format-it-yourself. No "close the AI tab and open another app."
Liveboard turns every reply into something you can edit, preview, and ship from one surface.
No copy-paste between AI and your tools. Output is mutable the moment it arrives.
See the email, the table, the report: exactly how it will land.
Menus morph per task. Sales emails get CRM actions. Data gets charts. Code gets diffs.
Every response closes with the next logical step. Send, Schedule, Export, Log.
Happy with plain text you format yourself? Cognis probably isn't for you. And that's OK.
This feature works because of one, and enables the other. Both pair with it in real workflows.
Branching lets you A/B answers across models. Liveboard is where the winning branch becomes something you can actually ship.
Read the Branching page →Before you ship the artifact, see every step, source, and decision behind it, and correct the reasoning, not just the words.
Read the Glassbox page →Inline edits. Live previews. A workspace that knows what you're making.
Generous free tier · No credit card · Liveboard on by default