It's already in the conversation

AI that meets you where you are

Memoria joins your team chat, absorbs every decision and conversation, and works when you @mention it. Ask questions. Delegate tasks. Get documents. No new tools to learn — just talk to it like a colleague.

Works in
Telegram
Google Chat
Slack
Microsoft Teams
WhatsApp

It starts with a conversation

Memoria sits in your group chat, quietly absorbing context. When you need it, just @mention — it already knows what's going on.

#fleet-ops
4 members
S
Sarah

Can we push the fleet inspection to next week? Jim's on leave.

M
Mike

Not sure — what was the compliance deadline again?

M
Mike

@Memoria what's the compliance deadline for Q2 fleet inspections?

Memoria

Q2 fleet inspections are due by June 30. Based on your discussion on March 15, Jim scheduled the north region batch for this Thursday. Pushing to next week still leaves a 2-week buffer.

M
Mike

@Memoria draft a revised schedule and send it to the team.

Memoria

Done — revised schedule sent. I've flagged the southern region batch for your review. It's tighter on the deadline.

Passive by default

It reads every message but never interrupts. Context builds silently in the background.

Active on demand

@mention it to ask questions, delegate tasks, or request documents. It already has the context.

Works across channels

Work with it 1:1 on a document. @mention it in the group chat and it delivers — shared memory, no repeated context.

No new software to learn. No dashboards. No onboarding.

If your team uses chat, they already know how to use Memoria.

Get early access

Sound familiar?

These aren't hypotheticals. They're Tuesday afternoon.

Your new hire asks:

"Why did we go with flat-rate pricing instead of per-unit?"

Memoria surfaces the original discussion from four months ago — the rationale, the trade-offs you considered, and the client feedback that tipped the decision. Three seconds, not three meetings.

Institutional memory

A client messages the group chat:

"Can you resend that quote from February? I can't find the email."

You @mention Memoria. It pulls up the quote, the revisions, and the final terms — then drops the PDF into the chat. No digging through inboxes.

Cross-channel recall

You've been refining a proposal in a 1:1 with Memoria all morning.

"Hey @Memoria, can you share that revised scope doc with the team?"

Memoria delivers the finished document to the group chat. The team has it instantly — no email, no drive link, no "which version is latest?" One memory, every conversation.

Shared context

It's Monday. You're across three projects and 200 messages behind.

"@Memoria what happened on the Harrison job last week?"

A concise summary of decisions made, tasks delegated, and blockers raised — pulled from the actual conversations, not someone's recollection. You're caught up in 30 seconds.

Ambient awareness

Not another tool — a teammate

Memoria doesn't ask your team to change how they work. It joins the conversation and earns its place.

It's already where you work

With Memoria

Lives in Telegram, Google Chat, Slack, and Microsoft Teams. No new app to adopt, no new habit to build. Your team keeps chatting — Memoria keeps learning.

Without

Another tool to log into. Another tab nobody opens. Knowledge ends up wherever it's convenient, not where it's useful.

It remembers so you don't have to

With Memoria

Every conversation, decision, and piece of rationale becomes searchable organisational memory. Context compounds over weeks and months — always available, never stale.

Without

Someone has to stop, write it down, file it in the right place, and hope people find it. Most don't bother.

From question to deliverable

With Memoria

Ask it a question, get an answer grounded in your team's real conversations. Ask for a document, get a PDF. It doesn't just know things — it does things.

Without

AI that can chat but can't act. You still have to copy the answer, open another tool, and do the work yourself.

Shared context, personal assistant

With Memoria

Work with it 1:1 on a proposal. Then @mention it in the group chat and it delivers the finished document. One memory across every conversation — group and private.

Without

Context trapped in individual chat histories. No way to bridge private work and team communication without copy-pasting.

Built for how you work

Different teams lose knowledge in different ways. Memoria speaks your language and fits your workflow.

For Small Expert Teams

A junior domain expert that learns your business. An EA that never forgets.

Your team is small and senior. You don't need more people — you need leverage. Memoria acts as a shared junior analyst and executive assistant: it learns your domain, answers routine questions, drafts documents, and handles the operational overhead that eats into expert time.

  • Domain knowledge that deepens over time
  • Executive assistant capabilities across every channel
  • Shared context between team members — no repeated briefings
  • Expert time freed from routine queries and admin
For Solo Operators

You're one person running the whole show. Now you're not.

You carry the strategy, the client relationships, the ops, and the admin. Memoria becomes the team behind you — remembering every conversation, following up on tasks, drafting documents. From group chats with clients to 1:1 deep work, it carries the load.

  • An always-on EA that never drops a ball
  • Client context retained across every conversation
  • Document drafting and delivery on demand
  • The institutional memory a solo operator can't maintain alone
For Growing Companies

Scale without losing the thread. Delegate without losing control.

As your team grows, context fragments. Decisions get made in chat, rationale lives in someone's head, and new hires start from zero. Memoria sits in your team channels, absorbs everything, and gives anyone — including you — instant access to the full picture.

  • Full visibility across team conversations and decisions
  • Safe delegation with context preserved automatically
  • New starters productive from day one
  • Operational knowledge that survives staff changes

Under the hood

Built for teams that care how it works

You don't need to know any of this to use Memoria. But if you're evaluating the stack, here's what matters.

MCP-native

Any MCP-compatible agent gets organisational memory. Claude, GPT, Gemini, Llama — no vendor lock-in.

Semantic search

Recency-weighted retrieval surfaces what's relevant, not just what matches keywords. Ask why, not just what.

Knowledge graph

Decisions linked to rationale, trade-offs, and outcomes. Context compounds — it doesn't just accumulate.

Model-agnostic

Defaults to Anthropic for agentic and chat capabilities. Supports local models if you prefer to keep everything on-prem. Swap providers without losing context.

Self-hosted

Your infrastructure, your data

Deploy via Docker on your own servers. Full control over storage, embeddings, and access. For teams with strict data requirements or existing infrastructure.

Cloud-hosted

We run it, you use it

Same capabilities, no ops overhead. We handle the infrastructure so you can focus on work, not deployment. Up and running in minutes.

Common questions

How does it join my chat?

You add Memoria to your Telegram group, Google Chat space, Slack workspace, or Microsoft Teams channel. It joins as a participant and starts absorbing context immediately. Setup takes minutes, not days.

Does it read every message?

Yes, passively. It indexes conversations to build context but only responds when @mentioned. Think of it as a colleague in the room taking notes — they're not interrupting, but they're paying attention.

What can I ask it to do?

Ask questions, delegate tasks, request documents, get summaries. It can draft, iterate, and deliver files like PDFs directly in chat. Complexity ranges from "what did we decide about X?" to "draft a compliance report based on last month's discussions."

Do I need to be technical to use it?

No. If you can @mention someone in a group chat, you can use Memoria. That's the point — it meets you where you already work. No dashboards to learn, no interfaces to navigate.

Is my data secure?

Cloud-hosted by default — we manage the infrastructure so you don't have to. For teams with strict data requirements, a self-hosted option is available where everything runs on your own servers. Either way, your data is yours.

How is this different from a chatbot?

Chatbots answer questions from a static knowledge base. Memoria is a persistent team member that builds context from your actual conversations over time, acts on what it knows, and bridges private and group work. It gets smarter the longer it's in the room.

Register your interest

Memoria is in active development. Be the first to know when it's ready.

* Required