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 · Code on GitHub
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.
dembrane is not trying to replace human work: we expand what is possible. That’s because language models are good at one thing humans genuinely can’t do: reading a hundred transcripts and surfacing answers within seconds.
Explore
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
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 and that output gains weight in the final analysis. Think it’s off? Hit refine. Your discussion about why it’s wrong sharpens the next version.
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.
Built for the real world.
150+ languages
Do you have a conversation hopping between 5 languages? Not a problem. Interface available in 6 languages (and growing).
Any device
Participants use their smartphones. Hosts use any browser. No downloads needed.
EU hosted
Your data stays in Europe. All processing happens on EU infrastructure.
ISO 27001
Certified information security. Security as a foundation, not an afterthought.
Code on GitHub
Transparency in how we build. Inspect our code on GitHub.