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Atrant

Ask your own documents. Get a cited answer.

A grounded brain for your team’s knowledge — every claim traced to its source, and an honest “I don’t know” when your docs don’t have it.

Private beta — you’ll talk to the person who built it, not a sales team.

northwind.brain14 docslive
TRY
Who approved the £80k print→YouTube shift, and why?

Behind every reply, we hold ourselves to authored ground-truth answers — accuracy you can inspect, not take on faith.

Reads fromNotionGoogle DriveSlackGmailJiraConfluenceHubSpotSharePointSAPGitHub+ File upload
Measured, not claimed

It doesn’t hallucinate — and we measure it.

Every release is graded on a held-out set of hard, multi-hop questions and an engineered distractor lab. These are the live numbers from the latest run.

96%
Measured accuracy
On hard, multi-hop questions over real documents.
0
Fabricated answers
Zero made-up facts across the graded set.
34/34
Held under distractors
When the answer isn’t there, it abstains instead of guessing.
Last published · Jun 29, 2026
See it move

Ninety seconds inside the product.

Connect a source, ask a real question, get a cited answer — and watch it abstain when the documents don’t back a claim.

Preview

A short capture of the real product.

The problem

Your team already wrote the answer down.

The reply you need is buried in a months-old thread, or in a doc that was never written — or written, then left three versions behind. Work moves through too many hands, and the moment more than a couple of people touch something, its real state lives in their heads, not anywhere you can search.

Any team

The answer is already in Notion, Slack and the CRM. Atrant finds it and cites the source — instead of leaving you to dig for half a day, or trust a chatbot that fills the gaps with guesses.

Client-facing firms

Serve competing clients and the line is strict: what you learn for one can never surface in another’s work. Holding it by hand doesn’t scale — and one slip is a contract problem, not an oops.

What you can ask

Real questions, answered the way you’d want.

Brand manager
How did we handle the YouTube CPM spike?

Priya Shah moved £80k from print to YouTube on 14 Mar to catch the dip — the brief’s £60k digital cap was logged as an exception. [2 sources]

Ask
CFO / finance
As a CFO, where is Q1 margin under pressure?

Cocoa COGS on Aster (+12% QoQ) and payment terms on Vela — ranked against plan across 5 filed docs. [5 sources]

Ask · senior lens
RevOps lead
@Atrant — latest on the Pinnacle renewal?

On track: closing 30 Jun, terms unchanged, legal signed off 19 Jun. [Pinnacle MSA · #pinnacle-renewal]

Slack & Teams
CFO · matrix
Grid: 5 brands × revenue, vs-target, ROAS, risk.

A 5×4 grid — one cited cell each, exported to xlsx in a click.

Matrix
Researcher
Why did the Northwind pilot underperform?

Three causes — late retail placement, a 2-week creative slip, a CPM spike — each traced to the retro, the timeline and a client email. [memo]

Deep Research
Account director · scoped
What programs run at the big-box retailer for this client?

Three live for Northwind — endcap, summer display, loyalty — each cited, and scoped to Northwind only.

Ask · scoped
When docs disagree

Three different Q3 revenue numbers across docs? Atrant won’t quietly pick one. It lays out every value, its source, and the gap between them — and leaves the call to you.

Where the brain lives

One brain. Every surface you already work in.

Ask

Cited answers in chat — or an honest abstain.

What’s the liability cap?
Capped at the last 12 months’ fees1

Matrix

Docs × questions → one cited, exportable grid.

brandrevtgtriskAsterVelaOrin

Slack & Teams

The same brain in-channel, routed per client.

DDana@Atrant
On track — closing 30 Jun, terms unchanged.
↳ Sources · Pinnacle MSA

Deep research

An extended run → a long, cited memo.

cited memo · 11 sources

API / MCP

Call your brain from Cursor, Claude Code, or REST.

atrant.ask("Q3 margin risk?")
→ cited answer · 5 sources

Digests

Standing questions, answered on a schedule.

Mon · 09:00Cited brief → #leadership
The wall · information barrier

Each client’s brain, walled off by architecture.

Your contract with Northwind says you won’t share their strategy with a competitor. Solara’s says the same — so an answer must never be built, even partly, from the other client’s documents. General search puts every client in one shared index, separated only by who’s allowed to see what. Atrant gives each client a database-isolated brain by default — your team asks freely, and every question is routed to the right one.

Northwind
Isolated by architecture
Solara
Isolated by architecture
Vantage
Isolated by architecture
No client picker, no leakage — ask from anywhere, Atrant routes to the right brain.
Need the portfolio view? Cross on purpose.
Ask across clients deliberately — “where do we overlap at the big-box retailer?” Atrant consults each brain, flags any conflict of interest, and writes the crossing to an append-only audit trail. When counsel asks “prove Northwind’s data never touched Solara’s,” you have the record.
09:14 · cross-client query · brains: northwind, solara · COI flagged · logged (immutable)

No competing clients? The same isolation maps to internal need-to-know — M&A, board material, an acquired unit. It’s there when you need it.

Honest comparison

Where each tool leads — and how ours differs.

Each tool is strong at its job. Ours differs at the architecture: a brain per client, cited and abstaining by default.

Matrix
vs. Hebbia
Hebbia pioneered the doc×question grid. Ours runs over each client’s isolated brain — every cell cites or abstains, and grids chain into the next.
Ask
vs. Glean / Dust
Enterprise search over a shared index. Ours is a brain per client — every claim cited, and it abstains instead of guessing.
Slack
vs. Guru / Question Base
In-channel answers. Here the answer carries its citation and the abstain, and each channel maps to the right client’s brain.
Deep research
vs. frontier chat tools
Frontier deep-research roams the open web. Ours stays grounded only in your corpus, cited line by line.
Only here
The wall

A database-isolated brain per client, with deliberate, audited, COI-flagged crossings you can prove to counsel. The architecture, not a filter.

Only here
Ask across languages

Ask in Turkish over an English corpus; answered in Turkish, cited to the English source. TR↔EN today — extendable to other pairs per customer.

Security & governance

Procurement-ready — and specific about how.

Database-isolated brains

Row-level security per client — not shared-index filtering.

Append-only audit trail

Every crossing recorded; nothing editable after the fact.

BYOK

Anthropic or Gemini, your keys, encrypted at rest.

Per-tenant cost caps

Hard ceilings so no client runs away with spend.

On-prem / no-egress

A single flag keeps data inside your environment.

KVKK + GDPR · EU

Compliant and hosted in Frankfurt — nothing leaves the region.

How it works

Three steps. No search index to babysit.

01
Connect

Point Atrant at your sources — Notion, Drive, Slack, a contract folder, or a direct upload.

02
Brain compiles

It builds a typed, cited knowledge graph you can inspect — not a black-box blob.

03
Ask anywhere

Chat, Slack & Teams, a deep-research memo, or a matrix — same grounded brain.

FAQ

Straight answers.

How do I know it isn’t confidently wrong?+

It abstains by default — “your sources don’t say” instead of a guess — and we hold answers to authored ground-truth, so accuracy is something you inspect, not a claim you accept.

What can I ask, and where?+

Anything written down in your sources — decision trails, contract terms, renewal status, a CFO-grade Q1 read. It lands where the answer’s shape calls for it — chat, Slack & Teams, a deep-research memo, or a matrix.

Do I use my own AI keys — and what does it cost to run?+

BYOK — bring Anthropic or Gemini keys, encrypted at rest. Per-tenant cost caps put a hard ceiling on spend so no client or workspace runs away with the bill.

Can it run with no data leaving our environment?+

Yes — a single no-egress flag keeps everything on-prem. Hosting is EU / Frankfurt, with KVKK + GDPR posture throughout.

I serve competing clients — how is one walled off?+

Each client gets a database-isolated brain by default (row-level security, not index filtering). Crossings happen only on explicit opt-in, are logged in an append-only trail, and raise a conflict-of-interest flag before any answer shows.

Private beta

See it on your own work.

Watch it answer, cite, and abstain on your own documents. You’ll talk to the person who built it.

Private beta. No spam — just a note when there’s a spot.

or
MGMert Gözükara

I built Atrant to do one thing well: answer from your documents, cite every claim, and say “I don’t know” instead of guessing. If that’s the bar you need, let’s talk.

Mert Gözükara, founder