Going AI-native.

Keep every conversation open. Compound one memory. Move like a small team at any size.

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Naumu working memory film

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Employa
TradeLocker
Swivel Gaming
Nersio
RankRush
Props Madness
Crumbs

And watch your team take off.

How an AI-native team works

No standup.

An agent posts each person a morning brief: what changed overnight in their threads, tasks and deals. It is read from the shared memory, not collected from people.

Every work conversation is open.

No DMs for work. Anyone on the team, and any agent, can read the thread, so “ask the agent” replaces “ask whoever was there”.

Decisions land where they happen.

The agent records the decision and its why in the thread it was made in, linked to the project. Nobody keeps a decision log on the side.

Idea to production in a day.

One person specs it with an agent that knows the customers and past decisions, builds it with a coding agent on the same memory, and merges after review.

Onboarding is asking.

A new hire, or a new agent, learns the company by asking questions. Every answer links back to the original decision.

Agents close the open loops.

Every day they sweep overdue tasks, stalled deals and unanswered threads, and nudge the owner right in the thread.

Drafts, not answers.

Agents draft the replies, quotes and proposals from docs, past tickets and the CRM. A person approves in one click.

Agent work is reviewed in a thread.

A proposal is a conversation. Add a teammate and a notification becomes a review.

Meetings update the memory.

The recording becomes decisions and tasks, not minutes. Meetings get rarer because the context was already shared.

The simple stuff runs itself.

Follow-ups, status updates and reminders happen without anyone asking, on the same facts the team sees.

Start from what you have.

Paste your website, add your files, or connect Jira, Linear, ClickUp and Slack. Naumu reads it and builds your memory from there.

Every tool you use keeps its own version of the truth.

A date changes in chat. Your ticket still shows the old one, your CRM a third. Whichever copy you trust is the one that's already stale.

It all becomes one living memory.

Naumu turns the copies into one living graph. Features, deals and people stay connected, and when a fact changes in conversation, every branch that depends on it moves with it.

Your agents enjoy the context.

Tag Claude Code, Cursor or any agent right in the thread. It reads the same memory your team does, gets the work done, and writes back what changed - so memory is current before anyone asks.

CRM
HubSpot
N
Nordwind
QualifiedDemoProposalWon
Owner
Stage
ARR
Last touch
DealsRenewal 2026
Priority
Due: May 12
Tasks
Jira
NordwindIn progress - 4
NWD-274Auto-renewal owners
May 12
NWD-281Renewal prep
May 26
NWD-283Confirm security review
May 30
NWD-288Nordwind usage report
May 19
Task - 2
NWD-290Escalate legal review
DUE: MAY 30
Chat
Slack
Harborline# general# renewals# design# deals
#renewals
maralocked? notes are in the doc
sarahthe renewal moved to May 26?
Message #renewals
Due: May 26?
Projects
Asana
Q3 PipelineOn track
OverviewListBoardTimeline
Nordwind intro
Draft handoff
May 19
Intro email to Nordwind
May 12
Term sheet review
May 30
Section progress
68%
Due: May 19
Docs
Notion
HarborlineOpsRenewalsPlaybooks+ New page
Ops / RenewalsRenewal notes TBD... v3?Pricing rev pending legal - check with Mara first.
Call notes
Confirm date with Acme
Legal review must close before the new date is final.
Next steps
Due: TBD

Everyone building this way describes the same team.

The world model gives every person at the edge the context they need to act without waiting for information to travel up and down a chain of command.

Jack Dorsey and Roelof Botha
Block and Sequoia Capital

context engineering is the delicate art and science of filling the context window with just the right information for the next step.

Andrej Karpathy
AI researcher

What would this area look like if autonomous AI agents were already part of the team?

Tobi Lütke
CEO, Shopify

An AI-native employee isn’t someone who “uses AI.” It’s someone who defaults to AI.

Elena Verna
Head of Growth, Lovable

When smaller, AI-enabled teams can get more done, generalists excel.

Andrew Ng
Founder, DeepLearning.AI

They describe the team. Naumu is where that team works.

Defaulting to AI only pays off when the AI knows what the team knows. Naumu is the team chat where that is true from the first message.

Your new day to day

A rushed update goes in. Structure comes out.

Marcus
Marcus9:41 AM
before I forget - the Meridian call ran long, they want the pilot pushed to September 14th, Ana is taking onboarding, and they asked for the security doc again. Klarwerk upsell is parked until 2.1 ships.
Ask Naumu...

A thread like the ones users share with us.

See what Naumu does with your work.

More use cases

Your coding agents remember what the team shipped.

One prompt wires the repo in. Before a task, every teammate's agent reads the team's memory; after it, it logs what changed and why, and closes the task.

Dev workwhere every task leaves a receipt

Every client's history, ready when they call.

One space per client: quotes, decisions, deadlines, files. When the client calls, the answer comes back with its source, even if the person who knew it is away.

Client workthat doesn't walk out the door

Every promise from every call, on the record.

Meetings become transcripts, transcripts become promises with owners and dates, and the pipeline stays current without anyone retyping it into a CRM.

Salescalls that remember their promises

You ship faster than you can file.

Keep building. Naumu keeps the record, and its agents draft the investor update from what you already said - no status meeting, no digging.

Founderswho ship faster than they can file

Decisions stop living in someone's head.

Talk it out in a thread; Naumu files the decision and creates the tasks. New people read their way in instead of asking around.

Teamskeep decisions on the record

Every answer carries its sources.

Notes, papers, and half-formed threads link themselves into one map. Ask a question and the answer cites the exact notes it came from.

Researcherskeep a source on every answer

Capture it now. Find it years later.

Paste anything - a doc, a link, a thought. It files itself by meaning, so you never decide where it goes and never lose it again.

Personalnotes that file themselves

Not ready to move your work in yet?

Keep working where you are. Naumu starts learning your work in the background. You move in when you're ready.

Reassuring by design.

Undo any change

Every change is visible: logged with a before/after, attributed to the member or agent that made it. One tap puts it back the way it was.

Permissions hold for AI too

Permissions are per-member, and every AI assistant inherits them - a connected assistant acts as the person who connected it and sees only what that person can.

Your data stays yours

We never train models on your data, you can export the whole space as JSON anytime, and every subprocessor is named.

Free is free

20 people and 1,500 nodes per space, no card. Every product feature ships on every plan. Spaces you start without an account expire after 30 days unless you sign in to keep them.

Reviews

What teams say about Naumu.

Naumu feels like magic

There was for example a task, which naumu recognized, it checked with informations from product department, found changed requirements, which i was not aware of. This saved me some hours of work.

Rated 5 out of 5 by Daniel Schindler

Naumu is crazy good.

We've been using Naumu for several weeks in my org, and it's just crazy how much it improved our workflows; from always being in the loop with what the others are doing, to having an incredible context for any task that I or my agents start doing.

Rated 5 out of 5 by Ivo Sluganovic

An AI knowledge powerhouse.

I can finally talk to an AI which knows everything from my business and can take actions accordingly

Rated 5 out of 5 by Boris Klabucar

Wish I started using it sooner

After a while, naumu messaged me with a really important market update regarding a project i entered in it. Unprompted!

Rated 5 out of 5 by Matko Antun Bekavac

Really helps novel ideas and connections bubble up

Of all the digital second brain attempts of the past, I think Naumu finally clicked for me. All the necessary information is always right there, every insight at the right time.

Rated 5 out of 5 by Kristijan Kecerin

Awesome tool for messy heads

It is really impresive how slush of thoughts in your head can get a proper structure - one braindump away.

Rated 5 out of 5 by Kristian Djaković

Ditching Slack to switch to Naumu

The whole team is on page every day through Naumu, and we are switching the whole team from Slack there.

Rated 5 out of 5 by Nikola Pević

Changelog

What shipped.

From the blog

Longer reads.

Start with one message.Naumu remembers the rest.

or just add your files

No signup - type one message, or paste in everything you've got.

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