Your company's brain.
The AI-native company starts here.

Making the connections so all your context, tools, people and agents work together seamlessly.

Get your Company BrainSee it in action

A company is a city. The brain is its downtown: every request, document and decision routes through it.

ChatGPTClaudeGeminiConnects over MCP to everything · lives behind what you already use

The problem

Your company's context lives in heads, chats and folders.Every decision gets explained three times. Every new hire starts from zero.And every AI you try starts out knowing nothing about you.

LAN Brain changes that.

In action

With good context, everything else takes care of itself.

None of this is configured. It is what happens when your work and your tools share one brain.

Your AI answers with your context and cites the source

Ask ChatGPT or Claude and it answers from your brain, not from thin air.

ChatGPT ▾LAN Brain · connected
Summarize Tuesday's board sync.
Done: 5 points, 2 decisions logged. → meetings/board-sync-aug-12.md
What did we agree with the lead sponsor?
Closed at 1.5% of web volume, confirmed June 29. Monthly invoicing, kickoff the week of the 15th. → decisions/lead-sponsor.md
Who signed it on our side?
Dan R., countersigned by Acme on July 2. → contracts/msa-acme.pdf
Prep a renewal deck for Thursday's call.
On it. Drafting from 14 brain pages about Acme and Claire's priorities.
decks/acme-renewal-v1 · 12 slides · ready
+Ask anything
via skill: brief · 09:40project

Walk into every meeting with the context ready

Kickoff with Acme
Sarah and the CTO are attending
Prior decision: annual pricing confirmed
Open: technical proposal v2
sources: meetings/acme-kickoff.md · crm/acme
Caught this week6 open5 open

Nothing open gets lost

Commitments left in chats and email, before they go cold.

WhatsAppSend the deck to Clairebefore Friday
GmailReply to the Acme proposal3 days without an answer
Google MeetSet the demo dateleft open yesterday
SlackLegal sign-off on the master agreementwaiting since Monday
Acme renewal deck, personalized for Claireskill: renewal-deck · in Slides ✓
Google MeetConfirm pilot scope with Northwindfrom Tuesday's meeting

done ✓ moves to the weekly report

brain / decisions / mobile-q1.mddecision

The why gets written down

DecisionPush the mobile module to Q1
WhyFocus on active enterprise customers
Source #product · Jun 12
Report · week 32+9% vs wk 31process

Your week, summarized from your real work

Meetings9
Progress14
Blockers3
Next up7
3 proposals sent, demo with Acme1 blocker: legal sign-off on the master agreementNext: close the sponsor + onboard Bencompiled from 41 brain pages · nothing typed by hand
Ben · day 1onboarding

New joiners ask the brain instead of interrupting the team

Ben asksWhy did we choose to invoice in USD?
The brainBecause of the 2025 enterprise contracts: customers asked to be billed in hard currency.→ decisions/usd-invoicing.mdsent viaStripeGmail

14 questions today · 0 interruptions to the team

TESTIMONIALS

What customers say.

I gave my brain one weekend of setup. Today it is the source of truth the whole team queries every day.

Camila MaldonadoCiudata logo
Camila MaldonadoFounder & CEO · Ciudata

It changed how we work across ops, sales, and product. Answers arrive with our context and the source cited.

Vicky Suárez AraújoPindata logo
Vicky Suárez AraújoFounder · Pindata

Our method · Company Brain

We survey your company. What emerges is a brain, and things nobody ever wrote down.

Short interviews with your key people, top down, plus your documents, codebase and tools. In weeks you get a verified brain: how your company actually runs, written down and usable by every AI you work with.

The survey● interviewing Claire M.● mapping the operation● verifying the sources● writing the findings
Claire M. · CEOint. 01 · 24 min

“Pricing? Rob keeps the multipliers.”

captured: the real pricing rule
Rob T. · Salesint. 02 · 31 min

“1.4x enterprise, 1.15x SMB. It’s all up here.”

cross-checked against the sources
pricing_v3.xlsx#sales · 2 yrs132 dealsrate-svc
confirmed in the data
✓ verified · multipliers live in 132 deals · the rate card sits unused since 2024 → finding 01
surfaced: an exposure nobody had written down
Anna V. · Riskint. 03 · 19 min

“The 90-day re-verify rule? It’s in my head, not the handbook.”

logged → finding 02
Survey scope · closedwk 1-2
8 interviews · 214 documents · 12 services · 4 tools
what people say vs what the sources show
everything verified becomes brain pages
What emerges2 findings14 findings · ●●●●●●●●●●●●●●

The manual vs. the reality

finding 01 / 14
The manual sayshandbook p.12

Quotes follow the standard rate card.

What actually happens4 interviews

Senior reps apply learned multipliers by client size. The rate card sits unused since 2024.

sources: pricing_v3.xlsx · CRM export · int. 02, 05, 07

Processes nobody wrote down

Manual FX rate checkdaily 08:30
Client health pingevery Friday
Refund escalation over $500ad hoc

Bottlenecks surfaced

Pricing exceptions route through one personhigh
Contract sign-off waits 6 days in a legal inboxmed
Two CRMs half-synced since the migrationmed

Opportunity map

delivered as brain pages
Automate
Weekly client report, saves 3 h/wk
Gap
No owner for churn follow-up
Risk
Pricing knowledge lives in one head
Quick win
FX check becomes a scheduled skill
Revenue · upsell
22 accounts match the Acme Pay profile · +$180k ARR identified
Revenue · faster
Quotes 6 days to same-day with the pricing brain · win rate +8%

Out of all that comes a curated and governed brain: you decide who sees what, with per-page visibility, named audiences and admins.

Talk to us about Company Brain

MEASURED, NOT PROMISED

Data that changes is where AI memory breaks. We measured it.

The public MEME benchmark on memory that changes, plus our own experiment answering company questions with and without the brain. Method published, limitations stated.

CASCADE · FACTS THAT DEPEND ON ANOTHER ONE THAT CHANGED

Raw memory1%
With LAN Brain100%

Same retriever on both arms. The only thing that changes is how the content is stored and how it is read.

  • 92%overall on MEME
  • 9.8xcorrect answers
  • 90%with a citation
See the full benchmarks

How it works

From kickoff to a working brain, with the Blueprint method.

01

Blueprint Scan

Your AI, connected to your own drives, walks the company's documentation: it maps how you actually work and proposes the departments of your brain.

02

Foundation Build

The priority content becomes structured pages: company profile, department hubs, processes, every page citing its source. Expert Capture sessions with your department heads add what documents cannot say.

03

Connect it to your AI

One MCP address for the team. Paste it once into ChatGPT, Claude or Gemini and every answer starts from your company's truth. No new apps, no switching tools.

04

Ask, and keep it alive

Real questions, answers with the source page cited. The Source Sweep re-walks your folders on a cadence, so the brain never goes stale.

claude.ai · your drives
Drop your files here, or browse
pdfcompany-handbook.pdf2.4 MB · ready
docxq4-strategy.docx816 KB · ready
mdmeeting-notes.md12 KB · ready
zipkey-emails.zipuploading 64%

4 files · up to ~8,000 pages in one run · straight into your storage

[x]Reading your materialdone
[x]Structuring the wikidone
[~]Drawing the graphrunning
[ ]Quality passwaiting
ChatGPTconnected
Claudeconnected
Geminiconnected
MCPAny MCP clientready
https://mcp.lanbrain.ai/your-slugcopy

One paste. No new apps: the AIs you already use, with your context.

ChatGPT ▾LAN Brain · connected
What did we promise the client on the last call?
Pilot delivery on September 15, with two training sessions included. The scope of support was left open.
→ meetings/acme-2026-08-02.md
+Ask anything↑

The survey and build-out run with our method: see it above.

What changes in your company

What your team stops losing.

01

Onboarding in hours, not months

New joiners understand the context by asking. Nobody inherits the mess again.

02

Less time hunting for context

What one department knows, another finds instantly. No message chains, no folder archaeology.

03

Role changes stop hurting

Judgment and decisions stay documented. A handover becomes continuity, not archaeology.

PRICING

How we charge. Custom to your company.

Company Brain

For your team or company

PricingCustomBuild-out + custom + usage

One brain for the whole company, mapped with our method.

  • Shared team context, governed
  • Discovery across calls, docs, code and data
  • Fast onboarding for new members
  • Ongoing curation as the organization changes

Let's talk about your case.

Talk to us about Company Brain

FAQ

Common questions.

  • What is LAN Brain?
    The context layer of your company: a governed brain, built from your organization's own work, that ChatGPT, Claude and Gemini read over MCP as the source of truth and cite page by page.
  • How long until the brain is useful?
    The foundation lands in the first working session: company profile, departments, and the priority documents, each page citing its source. Department deep dives follow over one to two weeks each.
  • Where does my data live?
    On LAN servers, as structured markdown, in a private bucket that is only yours. Your AI reads it through your own MCP address.
  • What AI clients work with the brain?
    Claude (chat and Code), ChatGPT, Gemini, and any MCP-aware runtime including Google Antigravity. You bring your own client and your own tokens.
  • How is this different from Notion AI, Glean or mem.ai?
    It is not another app for writing notes: it is the shared memory the AIs you already use read from, with a cited source and per-page governance.
  • What are the terms?
    Engagements run on a 12-month subscription after the build-out, with the scope and seats agreed in the proposal. A mutual NDA before discovery is standard.
  • What does an engagement include?
    Survey and build-out with our method, the governed brain hosted by LAN, MCP access for your team's AI clients, and ongoing curation as the organization changes. Custom jobs such as dashboards, integrations and automations are quoted separately.
  • How do I give ChatGPT or Claude memory of my work?
    You paste your MCP address into the client once and that is it: it answers from your context, citing the source.

TALK TO US

Give your company a brain.
Your context, working for your team.

One conversation to scope it. A working brain in weeks.

Company Brain

  • Survey and build-out with our method
  • Governed by department, page by page
  • Custom pricing: build-out, custom jobs, usage
Talk to us about your Company Brain