What we actually do for you
One platform, ten things it does. Most teams start with the first two and grow into the rest.
Knowledge workspaces
A workspace is a subject: a department, a course, a project, a client, a patient. Files live inside it, and the chat answers only from what's in there.
- As many workspaces as an app needs
- Owner, editor and viewer roles
- Share by invite or by link
Ingestion pipeline
Send us the material you already have and we turn it into something answerable — extracted, transcribed, chunked, embedded and indexed, with live status on every file.
- PDF, image, voice and video
- Transcription with timecodes
- Live status from queued to ready
Cited answer engine
Your question is embedded, the closest passages across the workspace are retrieved, and the answer is written from those — with the sources attached.
- Sources on every answer
- Follow a citation to the exact page or timestamp
- Ask in Persian or English
Recordings and meetings
Lectures, ward rounds, design reviews, client calls. Upload the recording and get a transcript, a written report and answers that cite the minute.
- Audio and video, transcribed and segmented
- A written summary of the session
- Auto-join for Zoom, Meet and Teams — on the roadmapOn the roadmap: Soon
Notes and dictation
Not everything worth keeping arrives as a file. Type it, or say it and watch the words land, then keep it beside the documents it belongs with.
- Dictate in the browser, with the text appearing as you speak
- Notes shared with everyone who can open the workspace
- Turn a note into a source the chat can cite
Skills
Prompt presets that change the shape of an answer without changing the sources behind it — a brief, a step-by-step lookup, a plain-language explanation.
- Presets per deployment
- Chosen per question, not per account
- The sources never change with the preset
Automations
Describe the job in the workspace chat and it gets built: a short list of steps the workspace runs on its own — on a timer, or the moment a message arrives.
- Starts on a timer, by hand, or on a Telegram or Bale message
- Steps that answer, write a summary, or make quiz questions from your files
- Every run kept, with a log line for each step
- Started by a webhook from your own systemOn the roadmap: Soon
Connections
A workspace can reach past its own walls — into a chat app your team already has open all day, or a tool server you already run.
- Telegram: ask in a group or a private chat, get the cited answer there
- Bale: the same, for teams on Bale instead of Telegram
- MCP servers: an automation can call a tool you host yourself
- Google Drive: read files straight from a folderOn the roadmap: Soon
Anything the bot sends passes through Telegram or Bale. Keep sensitive material in the console.
API and embedding
Every app you create is API-addressable, so the same knowledge base can answer inside your own product.
- One API key per app
- REST endpoints for apps, workspaces and resources
- Bring your own front end
Security and access
We started in medicine, so the requirements were set by the strictest material we could find. Everyone else inherits that posture.
- Access scoped per account
- Conversations behind auth, never in the browser
- Vendors chosen on how they handle data
Who it's for
Nothing in the platform is specific to one field — these are simply the teams already using it.
- Clinics and hospitals
- Schools and universities
- Engineering and manufacturing
- Software teams
- Research groups
- Legal and consulting
How we start
Three steps, usually two to three weeks.
Talk it through
Half an hour on what your team keeps looking up, and which files hold those answers today.
Pilot one workspace
We load a real set of your documents and put it in front of a few people who will be honest about it.
Roll it out
More workspaces, more people, and the API if you want it inside something you already run.
Included, always
- Both languages, right-to-left interface
- Light and dark, phone and desktop
- As many questions as your team asks
- Live ingestion status on every file
- Citations on every answer
- Support from the people who build it
Put your own documents to work
Sign in with your phone number, upload a folder of files, and ask your first question in a few minutes.