# Public preview: a personal assistant for the data you already have

> What we are launching, who it is for, and the three ideas behind it: chat as the interface, data you own, reports that run in your browser.

Canonical: https://memtomo.com/en/blog/public-preview/

Today the public preview opens. It is a personal assistant you talk to — in Telegram, WhatsApp or a web app — that turns what you say into tasks, reminders, notes, tables and reports, and keeps all of it in one place you own.

## Who it is for

People whose life produces data they never use: bank exports, a team's task list in a group chat, a grocery list on the fridge, a workout log in a notes app. The common problem is not a missing feature; it is the friction of opening the right app and filling in the right form. A chat removes the form.

## Three ideas

**Chat is the interface, not a feature.** Every capability is reachable by saying it. The app is where you read and edit, the chat is where you create. That order matters: creation is what people skip when it takes more than one step.

**Your data is yours, structurally.** Each project is kept apart from every other: its tables, its notes and tasks, its search index. A query cannot cross that boundary. When you leave, you ask for an export and get everything.

**Reports run in your browser.** An automation is a small program the assistant writes from your description. It runs in a sandbox inside your tab, against your tables, through your own session. There is no server executing code over your data.

## What is in the preview

Telegram login and bot; WhatsApp in preview. Tasks, scheduled reminders, notes with checklists. Tables from CSV and JSON with plain-language questions and charts. Automations that embed in notes. Search across everything.

## What is next

Recurring reminders, shared projects, files sent through the bots, an MCP server so Claude, ChatGPT or Cursor can use the same tools, server-side scheduled automations, and pricing. The [changelog](/en/changelog/) is where each release lands.