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hello@code-red:~

No pitch decks. No sales calls. Just a conversation.

// trusted by

> cd /about

Serious engineering. Serious systems.

CODE-RED is a specialized AI engineering team based in Slovenia. We build systems that run in production, process millions of documents, and operate in environments where failure has real consequences.

From autonomous document processing for the largest insurance company in the region to advanced AI systems for national defense — we work where it matters. No demos that go nowhere. No proofs-of-concept that collect dust. Working software, deployed and running.

We've been doing this for over 8 years — before AI was a boardroom buzzword. When a client trusts us with their most critical workflows, we deliver.

> cat capabilities.md

What we build.

capabilities@code-red:~
[SYS]
AI-Powered Enterprise Systems
Autonomous document processing, workflow automation, intelligent decision systems with human-in-the-loop oversight. Built for scale, deployed for reliability.
[CV]
Computer Vision & Object Detection
Real-time object detection, image classification, visual inspection systems. Custom-trained models for specific domains — from manufacturing to gaming.
[APP]
Mobile Applications with Built-In AI
Native and cross-platform apps with on-device AI inference. From health tech to gaming to education — AI that runs locally, responds instantly.
[DEF]
Defense & Critical Systems
Advanced AI solutions for military and defense applications. Systems built for environments where reliability is non-negotiable and downtime is not an option.
[INT]
Custom AI Integration
Taking cutting-edge AI capabilities and integrating them into existing business workflows. Making AI practical, explainable, and deployable.
[DEV]
Custom Software Development
Not everything needs AI. We build custom web apps, internal tools, APIs, and full-stack platforms — tailored to your exact requirements. Clean architecture, built to last.
> ./run-case-studies --verbose

Deployed. Running. Proven.

case-study://defense-systems RESTRICTED
Client Ministry of Defense — Republic of Slovenia
Domain Defense & critical AI systems
Status Active development

Advanced AI solutions for the Slovenian Armed Forces. CLASSIFIED Autonomous processing and decision support systems built for classified-grade reliability. RESTRICTED Mission-critical AI where failure is not an option.

DETAILS CLASSIFIED

case-study://sava-insurance FEATURED
Client Zavarovalnica Sava
Domain Autonomous document processing
Status In production

Fully autonomous AI pipeline that ingests, classifies, extracts, validates, and routes millions of insurance documents. Invoice validation, signature detection, authenticity verification — all with human-in-the-loop for edge cases. The system knows when to escalate.

12,000,000+
documents processed / year
96%
automation rate
6,000+
workdays saved
case-study://toyota-europe
Client Toyota Europe
Domain Logistics AI
Status In production

Truck height analysis and monitoring system for European transport operations. AI-powered detection of height-related hazards with real-time alerting — preventing incidents before they happen. Includes a complete transport tracking platform.

Full stack ownership — from low-level networking and device firmware through cloud infrastructure to server systems and application development. End-to-end, single team.
project://signature-detection
Automated Signature Detection

AI-powered signature detection and verification system. Automatically locates, extracts, and validates signatures across document types — from contracts to insurance claims. Detects invalid and forged signatures. Built for high-volume document workflows where manual review doesn't scale.

project://overhelper
Overhelper — AI Gaming Companion

Mobile app using on-device computer vision for Overwatch. Custom YOLO model detecting 50+ heroes in real-time. Zero latency, zero server dependency — pure on-device AI inference.

overhelper.com →

project://ecml-languages
Language Learning — ECML

AI-powered language learning app for children, built for the European Centre for Modern Languages (Council of Europe). Interactive, engaging educational AI designed for young learners.

50,000,000+
documents processed
96%
automation score
6,000+
workdays saved
100+
custom models deployed
> man code-red-process

From zero to production.

process@code-red:~
INIT
Deep Dive

We start by understanding your domain, workflows, and pain points. Not just requirements gathering — real understanding of how your business operates and where AI creates genuine value.

BUILD
Engineering

We design and build the system. AI models trained on your data, integrated into your infrastructure, tested against your edge cases. No shortcuts, no black boxes.

DEPLOY
Production

We don't hand over a prototype and leave. We deploy to production, monitor performance, and ensure the system performs under real load with real data.

LIVE
Running & Evolving

Systems evolve. We maintain, retrain, and improve. Your AI gets smarter over time, adapting to new patterns and edge cases as your business grows.

> cat FAQ.md

Frequently asked.

faq@code-red:~
$ How long does a typical project take?
It depends on the scope. A focused AI system — document classifier, anomaly detector, workflow automation — typically takes 6–12 weeks from kickoff to production. Larger platform builds run 3–6 months. We'll give you a realistic timeline after the first deep dive, not before.
$ Do you work with our existing infrastructure?
Yes. We integrate into what you already have — your cloud, your databases, your CI/CD pipelines. We don't ask you to rip and replace. If you run on-premise or air-gapped, we've done that too.
$ What happens after deployment?
We don't disappear. Every system we deploy includes monitoring and maintenance. Models drift, data changes, business needs evolve. We retrain, optimize, and adapt the system over time. You're not locked into a contract — you stay because it works.
$ Can you work in classified or regulated environments?
Yes. We build systems for the Slovenian Ministry of Defense and have experience with classified-grade deployments. We understand security clearances, air-gapped networks, and compliance requirements.
$ What if we're not sure AI is the right solution?
That's what the first conversation is for. We'll tell you honestly whether AI makes sense for your problem. Sometimes the answer is a simpler system, better data pipeline, or process change. We'd rather say no than build something that doesn't deliver value.
$ How does pricing work?
We scope every project individually after the initial deep dive. No surprise invoices, no runaway budgets. You'll get a clear proposal with defined deliverables and milestones before any work begins. For ongoing systems, we offer maintenance agreements tailored to your needs.
> ./lets-talk

Let's build something that matters.

Tell us about your challenge. We'll tell you if we can solve it.

> email info@code-red.si
> phone +386 70 449 788
> office Beloruska ulica 7, Maribor
> HQ Lackova cesta 15, Maribor
> socials LinkedIn · Facebook · Instagram
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