Merge with Confidence

Autonomous Model Proofing —
From R&D to Deployment

Mitari catches silent failures in your DS/ML/AI codebases at the pull request — and automatically opens PRs that fix bugs and upgrade your models to state-of-the-art.

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PRs, not suggestions
High-signal findings
KPI uplift
Fast Setup · 3 steps
🔧
1
Install Mitari Agent
Add the Mitari GitHub App to your organisation in under 60 seconds. No infrastructure to manage.
📂
2
Choose a Repository
Select which repos Mitari should watch.
✅
3
Connected
Open a pull request. Mitari automatically reviews, scores, and optionally opens a fix PR. Done.
What it looks like

Actionable findings, clear severities,
and one-click PR resolution.

Every run produces a report card with critical issues, warnings, and opportunities — plus a button to launch Mitari's fix PR directly.

Mitari run report showing critical issues, warnings, opportunities, and the Launch Mitari Agent PR button

Fathom —
Diagnostic Review. Automatic Fix.

Fathom is Mitari's proprietary algorithm that performs sweeping, expert-level analysis on individual files inside your repo. It surfaces hidden risks invisible to standard PR review and automatically generates a targeted fix PR — all without leaving your workflow.

Ready to proof your models?

Request a demo and we'll get you set up within 24 hours.

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