Mavrinsoft builds AI products for teams. Our agents remember what was said, what was promised and what actually happened, and they run on servers you control.
“…sure, I'll send you the revised pricing by Friday.”
“The export bug is mine. Fixed before the Oct 3 release.”
“Decided: staging moves to the new cluster this sprint.”
“Revised pricing attached.” pricing_v3.pdf
Anna → Northwind: revised pricing by Fri
closed by email · ThuDmitry: export fix before Oct 3 release
agent drafted a follow-up · needs approvalMove staging to the new cluster
2 of 3 services migratedIllustration of Metobe memory. Hover an item to see where it came from.
What we build
Our first product is Metobe, a self-hosted AI workspace whose memory reconciles what people promise with what actually happens. Everything below is how it works today or what we're building next.
How Metobe memory worksAgents draft the follow-up. A person sends it. Try it: hold the button.
Quick update: the export fix slipped past the Oct 3 release. Dmitry will confirm a new date by Monday.
One command. Docker is the only thing the host needs.
Claude, other cloud providers and local models side by side, with prices per model.
Charts and tables are built straight from tool results. The model never retypes a figure.
Connect a server once as an admin. People use it from chat, each with their own access.
Approach
Teams lose more to forgotten promises than to missing information. So we build software that remembers where every fact came from, keeps track of who promised what, and asks a person before it acts. It runs on your servers, works with the models you choose, and earns trust by being checkable.
Every fact links back to the message it came from.
Your servers, your keys, your choice of model.
Nothing leaves the workspace without a person's approval.
Changelog
Recent work on Metobe, straight from our repository.
Charts and tables read their numbers from tool results, plus a key-figures widget.
Invitations, sign-in for anyone on a listed email domain, one-time sign-in links.
Files in the composer, read by the model through a tool; images described by a vision model.
The model searches the web and reads pages, set up in one settings screen.
A catalog for admins, @ mentions in chat, sign-in to a service right from the conversation.
The chat screen, favorites and a model palette on ⌘/.
One-line installer, Docker image, passwordless sign-in.
Company
Mavrinsoft is an independent software company started in 2026 by Artem Mavrin. We build on Claude for the reasoning at the core of our products: reading long, messy conversations carefully is what makes memory worth trusting.
We're looking for early teams, partners and people who want to build with us.