Features
The platform for making sense together.
Most tools summarize what happened after everyone leaves. dembrane works while you still have momentum—so the people who were there can validate, refine, and build on what the language model surfaces.
No downloads needed · Multilingual · EU hosted · ISO 27001 · Source available
Getting Started
Create a project. Share a QR code. Start talking.
It begins in the dashboard: create a project, configure your participant portal, and generate a QR code. Participants scan, tap once, and they're recording. No app downloads needed. Participants use their own phone but nothing is saved to their device.
ECHO
Where language models earn their place.
Language models are good at one thing humans genuinely can't do: reading a hundred transcripts and surfacing answers within seconds. ECHO is the door to these capabilities. dembrane listens, and when participants click "ECHO", it participates.
Explore
Recording
Insight
Nudging
Richer conversations
While you talk, the language model reads your transcript and the conversations happening at tables around you. Then it offers a question—Socratic, specific, designed to surface what hasn't been said yet.
"You've discussed the costs extensively. What would make this worth doing even if the costs doubled?"
Verify
Generate
Critique
Refine
Approve
Choose what you want surfaced: hidden gems, points of agreement, places you agreed to disagree. The language model reads your transcript and generates an output. Then you critique it.
Agree? Hit verify—that output gains credence in the final analysis. Think it's off? Hit refine. Your discussion about why it's wrong sharpens the next version.
Why this matters
Most AI makes you lazy. Read the summary, move on. But problems worth solving need people who care and can think. The hard part should be the thinking, not managing the tools that help you think.
For Hosts
See what's emerging while you still have momentum.
The host dashboard is your window into every conversation, updating in real-time.
Chat
Ask questions across all your data as it arrives. "What concerns keep coming up?" "Where do tables disagree?" A grounded chat interface, anchored in what people actually said.
Report
One click generates a structured report—themes, tensions, recommendations—with traceability back to source conversations. Edit together on the spot. Walk out with something you can publish.
Coming soon
Argument mapping
We're building tools to visualize how ideas connect across conversations—maps that help you see the shape of a complex discussion.
