Pinned Tweet
We asked 149 teams if they had a company brain.
17% have one that works. the rest have a wiki with a chat box on top.
So we took ten of them apart, open source and commercial, bought and DIY.
GBrain, Zep, mem0, Letta, Sylph, Gorgias Cortex, Slite Agent, Pletor, and the DIY Claude Code and git setup most eng teams run.
Every one that works does the same four things: ingest, remember, prune, speak.
We've collected all the user and builder insights, architecture and research notes into one free ebook.
Get it here: slite.com/ebooks/company-bra…
Your dev team is shipping faster than ever with AI.
Your help center hasn't kept up.
In this demo, a maintenance routine finds a merged PR that changes product behavior and suggests an update to the help center.
How it works:
1. Set which documents to check, how often to run the check, and who's responsible for reviewing them.
2. Choose the sources the routine should check against.
3. Review the suggested changes before accepting an update.
This clip comes from Company Brains in Action: Build vs. Buy, our 22 September webinar with Christophe Pasquier from Slite and Yochan Khoi from Gorgias. It shows the maintenance workflow being developed in Slite at the time.
Full session: slite.com/webinars/company-b…
Slite retweeted
We're bringing Beelieve 2026 to Paris on October 14! 🇫🇷
Join us at Maison de la Recherche alongside top tech executives, finance, product, and RevOps leaders, and founders from across France. You’ll leave with actionable frameworks, pricing templates, and operational blueprints designed specifically for the AI era.
While flexible pricing and packaging—whether based on outcomes, usage, credits, or hybrid subscriptions—is now table stakes, the true frontier in 2026 is building the underlying operational infrastructure that allows those models to scale smoothly without breaking quote-to-cash or destabilizing ARR.
Here’s a sneak peek at what’s in store for the day:🗓️
⟡ Scaling AI-Era Business Models | Keynote with @cbkrish (Co-Founder & CEO, @chargebee)
⟡ AI Monetization: The Era of Credits | Keynote with Baptiste Drianno (Senior Director, Simon-Kucher & Partners)
⟡ Decide, Then Run: Product & RevOps Leaders on Monetizing AI | Panel with Ramy Atassi (@gopigment), Théo Vanneufville (@DustHQ), and Natalia Williams (Product Executive & Fractional CPO)
⟡ Seats, Credits, Outcomes: How AI-Native Teams Are Betting on Tomorrow's Models | Panel with Julien Frèche (@FolkHQ) and Christophe Pasquier (@slitehq)
⟡ Chargebee Product Spotlights & Partner Showcases featuring @GoCardless, @goInvopop, and Fincome
⟡ Networking Happy Hour 🍹
Secure your spot before registration closes—only a few tickets remain: bit.ly/47RLeUk
You can now see where your team’s AI credits go in Slite.
The AI usage page shows a breakdown for each person, so admins can see which features consumed their credits. If usage spikes, there’s somewhere to start looking.
For a closer look, export every credit consumption event as a CSV and run your own analysis.
Find it under Settings → AI usage.
ALT Slite AI usage page showing a per-person breakdown of AI credit consumption by feature
From our 22 September webinar, Company Brains in Action: Build vs. Buy, with @Christophepas (Slite) and Yochan Khoi (Gorgias).
Full session: slite.com/webinars/company-b…
A company brain can be a git repo, an agent memory layer or a managed knowledge base.
We mapped 10 architectures across the same four parts.
Explore the research in our free ebook: slite.com/ebooks/company-bra…
ALT Comparison of nine company brain architectures across four components.
Offslite #22 is a wrap. Five days together near Paris: builds, a trip to Versailles, pétanque and pickleball. Even the dog joined the game.
A few photos from the week.
ALT 1. Lead image: group selfie outdoors after sport.
ALT 2. The team at Versailles.
ALT 3. Pickleball, with an extra player.
ALT 4. Time outside together.
Who uses a company brain most?
Not developers.
At Slite, most questions come from support, CX, sales and CS.
At Gorgias, engineering uses it the least of any department.
Engineers have the code. Everyone else has knowledge that isn't written down anywhere.
Earlier this week, @Christophepas sat down with Yochan from Gorgias to talk through whether to build or buy a company brain. Watch the full session: slite.com/webinars/company-b…
(Tonight) we're opening up two company brains, live. 🧠
Yochan Khoi shows how Gorgias built Cortex in-house. @Christophepas shows what Slite looks like. You'll see the same four components in both, solved two different ways.
Half the hour is live demo, and we're keeping real time for Q&A at the end, so bring your questions.
Join us, at your local time: 7PM CEST / 1PM ET / 10AM PT
Last chance to save your spot: app.livestorm.co/slite/compa…
Everyone is talking about company brains.
We're opening two up, live. 🎥
After surveying 149 teams, interviewing 10+ people building and using these brains, and taking apart 10 real company brains, we wrote the playbook. Now, we're showing you how it works in practice.
Join us on Tuesday, 22 September as @Christophepas demos Slite alongside Yochan Khoi, whose team at @gorgiasio built theirs in-house.
They'll break down the 4 core components both systems share:
→ Getting signals
→ Remembering
→ Dreaming and pruning
→ Speaking and searching
And finally, we’ll tackle the question you’re actually asking: Should you build or buy yours?
One hour, half of it live demo, plus a real Q&A at the end (so bring your questions!)
Secure your spot: app.livestorm.co/slite/compa…
Slite is now in the Anthropic Claude Directory.
• 1-click install via OAuth
• No API keys to paste
• Direct access to verified company docs
Try it out on Claude: claude.ai/directory/slite
One week ago we launched the interactive Company Brain 101 ebook.
Not another 60-page PDF sitting unopened in your downloads folder.
Just the research, in your browser, so you can jump straight to the part you care about.
In case you haven't seen it, it's free, here you go → slite.com/ebooks/company-bra…
Slite retweeted
Ok fine, we defined one. 😌
After asking 149 builders and users, opening up 10 brains.
Find it in this free Company Brain 101 guide: slite.com/ebooks/company-bra…
Slite retweeted
There are 4 kinds of company brains on the market in 2026.
Only 3 of them are actually company brains (#4 is the one most teams have)
Every harness makes different trade-offs. But you don't need to compare 20 vendors to see the shape of it.
You just need two questions:
→ Who runs the upkeep - you, or a vendor?
→ Is the brain its own layer, or a feature of something else?
Plot those two axes and the whole market falls into four families:
𝟭. 𝗗𝗲𝗱𝗶𝗰𝗮𝘁𝗲𝗱 𝗰𝗼𝗺𝗽𝗮𝗻𝘆 𝗯𝗿𝗮𝗶𝗻𝘀
→ Slite, Hyper, Glean
Its own layer, vendor maintained. Connects to your existing sources, handles the architecture, serves context as a graph or instant answers via UI/MCP.
𝟮. 𝗦𝗲𝗹𝗳-𝗵𝗼𝘀𝘁𝗲𝗱 𝗽𝗮𝘁𝘁𝗲𝗿𝗻𝘀
→ GBrain, Supermemory, your own CLAUDE.md + markdown repo
Same idea, own layer, except the upkeep is yours. GBrain, Karpathy's setup, the repos everyone forked in April. Total control, and you are now the maintenance team.
𝟯. 𝗠𝗲𝗺𝗼𝗿𝘆 𝗦𝗗𝗞𝘀
→ Mem0, Letta, Zep
Building blocks to give your product memory. The memory stays tied to your users, sessions and workflows, it never becomes shared context for the company. Different job, often mistaken for this one.
𝟰. 𝗕𝘂𝗻𝗱𝗹𝗲𝗱 𝗶𝗻𝗰𝘂𝗺𝗯𝗲𝗻𝘁𝘀
→ Notion, Slack, SharePoint, Atlassian, Claude
A brain-shaped layer inside a suite you already pay for. Which makes it the easiest thing on this list to switch on.
But bundled brains are built to make that suite smarter. Not to be an independent brain across your stack.
So the moment your context lives in Slack and Drive and Jira and someone's head, you don't have a company brain. You have a very good search bar inside one tool.
We surveyed 149 teams and interviewed 10+ builders and users to map all of it into a free interactive ebook 👇
Get it here: slite.com/ebooks/company-bra…
Slite retweeted
"Langfuse allowed us to go from reliable changes every few months to iterating multiple times a week..."
@slitehq builds an AI knowledge base that keeps a company's docs current. And they evaluate every change with Langfuse datasets!
langfuse.com/users/slite
Slite retweeted
The whole internet was going crazy about the Company Brain, so we asked 149 teams of builders and users about their setup and insights.
All of it now lives in a free interactive ebook - Go check it out!!👇
We asked 149 teams if they had a company brain.
17% have one that works. the rest have a wiki with a chat box on top.
So we took ten of them apart, open source and commercial, bought and DIY.
GBrain, Zep, mem0, Letta, Sylph, Gorgias Cortex, Slite Agent, Pletor, and the DIY Claude Code and git setup most eng teams run.
Every one that works does the same four things: ingest, remember, prune, speak.
We've collected all the user and builder insights, architecture and research notes into one free ebook.
Get it here: slite.com/ebooks/company-bra…