An assistant that learns, by itself, how your team ships.
Archito studies the merge requests your installation has already merged, learns how long work like yours really takes, and speaks up when something is stuck. It learns on your own server, every night, with nothing to set up.
Hi! I'm Archito, AppArch's assistant.
Every night I learn from the merge requests your team has already merged, right on your own server.
When a merge request runs well past its usual time, I tell you and link straight to it.
Until I have learned enough, I say so and stick to the simple estimate. I never show a guess I cannot back.
Nice to meet you! Shall I show you how I work?
It learns by itself. You train nothing.
No labelling, no setup, no data team. Connect your Git provider and Archito starts from the merge requests you already have.
- 01
Reads your history
Every merged merge request becomes an example: its size, its project and how long it took.
- 02
Trains every night
A compact model is rebuilt on your server each night. Only the model is kept, never the rows it learned from.
- 03
Proves itself first
It is tested on your newest merge requests against a simple estimate, and switches on only when it is clearly better.
- 04
Speaks up when it matters
When a merge request runs well past its usual time, Archito says so, links straight to it and notifies its owners.
Honest while it learns
Until an installation has 200 merged merge requests, Archito says it is still learning and uses the simple estimate. It never shows a guess it cannot back.
What Archito tells you
Short, specific notes in a side panel. Each one links straight to what it is about.
Merge requests stuck too long
A reminder when one passes its usual time, again at twice and four times that, never more than three.
Where to split
For the merge request waiting longest, a suggestion to break it into smaller ones.
The week's good news
What went better this week, not only what went wrong.
Rules that keep failing
Patterns in Git Health and Compliance: which rules fail again and again, and in which projects.
Why this estimate
Every estimate explains itself: how it would change if one input, such as the size, were different.
Ask in plain words
The Ask tab answers a fixed set of questions about your installation, through an AI key you choose to connect.
Screens from a running installation
Learning that stays on your side
Archito was built for installations that cannot send data anywhere.
On your server
Training and estimates run inside the installation, air-gapped ones included.
No AI service needed
Learning uses a built-in model, not a language model: no key, no outbound call.
Never rates people
Who wrote a merge request is not an input. Archito talks about the work, never about the person.
Off with one switch
Admins turn learning off in Management. Estimates fall back to the simple one and nothing is deleted.
Every late merge request, one click away
Archito's estimate is not hidden in a chat. It drives a filter on the merge request list, so the team sees every late one at once.
- A "longer than usual" filter on the merge request list
- Owners and admins notified by e-mail
- A link straight to the merge request on your Git provider
Questions about Archito
Is Archito generative AI?
How much history does it need?
Does any of our data leave the installation?
Can we turn it off?
See it in the product
All screenshots
Let Archito learn how your team ships
Install AppArch on your own server. Archito starts learning from the merge requests you already have.