Autajon Cuts Review Time from Days to Minutes with On-Prem AI

Problem

With teams spread across Vue, JavaScript, and Java, reviews were inconsistent and stretched thin. Merge requests were dragging for days, and critical issues still slipped through.

Solution

CodeAnt AI became the always-on reviewer. Flagging hidden bugs and standardizing reviews across stacks, all inside Autajon’s fully private GitLab.

Subscription

Code Review | Enterprise

Code Security | Enterprise

Code Quality | Enterprise

Founded

1964

Revenue

€600 Million

Industry

Packaging & Labeling

Code Hosting

GitLab (on-prem)

About Nivoda

Autajon Group is a global manufacturer of premium packaging, boxes, and labels, serving some of the most quality-sensitive industries in Europe and the U.S. With decades of operations, they needed software processes that matched their own production values, secure, precise, and consistent.

How CodeAnt AI Transformed Autajon

Today, Autajon runs faster, more reliable reviews with built-in security and standardized practices across every stack.

The Challenge Before AI

Autajon’s development teams had to deliver quickly while maintaining the precision their business demands. But the review process wasn’t keeping up.

Slow merge requests dragged out delivery timelines.
Inconsistent reviews let issues slip through.
Multiple stacks (Vue, JavaScript, Java) made enforcing best practices difficult.
Manual reviews stretched thin, creating oversight risks.
Speed and quality both suffered under the load.

Merge request reviews were slow, and quality was slipping — now we’re fast and solid.

Michel Naud

Head of IT Solutions

Merge request reviews were slow, and quality was slipping — now we’re fast and solid.

Michel Naud

Head of IT Solutions

Merge request reviews were slow, and quality was slipping — now we’re fast and solid.

Michel Naud

Head of IT Solutions

The AI Breakthrough

Autajon integrated CodeAnt AI as a secure, on-prem reviewer inside GitLab, with no internet access required. This was critical for their enterprise infosec standards, and CodeAnt delivered.

Within weeks, the impact was clear:

Reviews in minutes instead of hours or days
Full-codebase scans in seconds
Support for a versatile stack: Python, Vue.js, HTML, CSS, Terraform, Bash
Issues flagged beyond linters — typos, hidden bugs, duplication, poor patterns
Suggested refactors, performance boosts, and code cleanup
Security vulnerabilities caught early
All running in a fully private, enterprise-grade environment

We now have a new team member: CodeAnt AI. It sees our entire codebase in seconds, catches what linters miss, and suggests optimizations, refactors. It’s fully integrated into our on-prem GitLab — and the whole team adopted it instantly.

Michel Naud

Head of IT Solutions

Michel Naud

Head of IT Solutions

Michel Naud

Head of IT Solutions

Migration Highlights

Deployed fully behind Autajon’s firewall, meeting strict infosec policies
Seamless integration with on-prem GitLab
Immediate adoption across development teams
AI-powered reviews standardizing practices across stacks

One Platform for Complete Code Health

Autajon didn’t just speed up reviews, they transformed how quality is enforced across stacks, and keeps everything secure with an on-prem GitLab deployment.