AI
Upskill

Custom
AI Solutions for
Your Processes

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Precise AI Models

On-premises or in the cloud—on your terms

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RAG Systems

No dependence on external providers

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Agent Systems

Transparency Instead of a Black Box Learn More

Data Extraction

Based on the "Quality In, Quality Out" principle

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Here's What You Can
Expect

From analysis to production deployment

Flexible & Scalable

We train our own models tailored to your specific use case.

Digital Sovereignty

Our solutions can be deployed via cloud or on-premises infrastructures

100% Open Source

We develop using independent open-source systems to ensure your autonomy.

High-Performance

Applications that go well beyond all standard solutions.

VAGO Solutions

The AI Manufacturer

We develop secure, data-driven AI solutions that give you digital sovereignty and scalable performance. No off-the-shelf solutions. No compromises on security and control.

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Not Off-the-Shelf,
but Custom-Made

Standard AI offers no competitive advantage—we build custom solutions and ensure you maintain a long-term edge through the latest technology

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Tailored
to Your Industry

Whether you’re a government agency, a small or medium-sized business, or a tech department—we understand
your requirements and circumstances.

For Government Agencies and Public Administration

Administrative processes follow their own rules. VAGO develops AI systems that understand these rules, are operated on-premises, and comprehensively document every decision made during audits.

For Small and Medium-Sized Businesses and Industry

If you need to make a big impact with limited resources, you need AI that delivers results quickly. VAGO develops solutions that integrate into existing workflows and deliver measurable results.

For tech departments at large companies

Robust AI pipelines that integrate into existing architectures and MLOps processes, operate reliably under heavy load, and provide transparency into decision-making processes.

Industries

Expert AI

Development

VAGO develops AI systems for the applications that matter most: in your processes, with your data, and under your control.

Specialized AI Models

A standard language model can do a lot. It just doesn’t know your business. VAGO develops models that are trained using your own data, your industry-specific terminology, and your processes—enabling them to do what a general-purpose model cannot: deliver precise, context-appropriate results for your specific use case. Our proprietary training methods ensure that our models consistently meet your requirements while being more powerful and resource-efficient than comparable standard solutions. They can be deployed on-premises or in the cloud.

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RAG Systems

Most companies already possess valuable knowledge: in documents, databases, files, and systems. RAG systems make this knowledge accessible to AI applications without requiring sensitive data to leave your organization. VAGO’s multimodal RAG architecture processes text, images, and audio files together, significantly reducing system complexity and delivering more accurate results than traditional approaches.

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Agent Systems

AI agents perform multi-step tasks independently. They process requests, prioritize information, and pass results on to the next step in the process in a structured manner. What used to be a sequence of manual steps is now automated and significantly more reliable. VAGO’s agent systems have a modular design and operate in a fully traceable manner. Your company retains control at all times over what the AI does and is permitted to do.

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Process- and Data-Oriented AI

Most AI projects don’t fail because of the technology. They fail because the solution is developed without taking the actual process and data environment into account. VAGO takes the opposite approach: We first analyze how your processes work and where AI can actually make a difference. The resulting application integrates seamlessly into your existing infrastructure and is designed from the outset for productive operation, not just for show. VAGO supports you every step of the way, from the initial analysis to the live system.

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Vago Solutions

VAGO develops AI systems tailored to your processes and designed to run where your data is secure. The foundation is always open source, and you always retain control.

Digital Sovereignty: Our solutions can be deployed via cloud or on-premises infrastructures.

100% Open Source

We develop using independent open-source systems to ensure your autonomy.

High-performance

applications that go well beyond all standard solutions.

Flexible & Scalable

Not every task requires a language model. VAGO develops the type of AI model that delivers the greatest automation benefits for your process, whether it’s a classifier, a computer vision model, or a specialized language model.

why

We are the creators of SauerkrautLM

The most widely used open-source language model for the German-speaking world—and proof of what’s possible when AI is developed with technical and professional expertise.

SauerkrautLM

SauerkrautLM is a family of language models that we developed as an open-source project so that companies don’t have to accept AI as a black box, but can fully understand and control it. Over a million downloads and hundreds of organizations using it daily show that it delivers on this promise.

Solutions

Understanding What You Need

We analyze your processes, data, and requirements in a structured workshop. The result is a clear picture of where AI delivers real value—and where it doesn’t

Building What Works

Our developers train models on your data and test them under real-world conditions. You don’t get theory—you get a system that’s proven to work in your environment.

Launch and Monitor

Deployment on your infrastructure or in the cloud, with full monitoring and continuous optimization. You stay in control; we make sure it runs smoothly.

Our Case Studies

From automated ticket processing to geodata analysis using natural language: Our case studies show how VAGO translates complex AI into concrete applications.

Learn more here

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Let’s work together to develop your AI solution. All it takes is a conversation.

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Our News

New models, new processes, new insights from our development efforts

New AI Study:
Why Smaller Is Often Better

We’ve released a new specialized AI model with just 1.3 million parameters—and the results are clear:

In the DOOM benchmark, it outperforms all tested large language models by a factor of 14 and makes decisions in just 31 ms on a standard CPU.

The key difference lies in the approach:
Instead of large general-purpose models, we rely on specifically designed, efficient architectures for concrete tasks.

The result is AI that works faster, is more cost-effective, and functions directly in real-world applications—particularly relevant for edge AI, industrial applications, and real-time systems.

AI Upskill

up

Here's What You CanExpect

VAGO Solutions

The AI Manufacturer

Not Off-the-Shelf,but Custom-Made

Tailoredto Your Industry

Expert AI

Development

Specialized AI Models

RAG Systems

Agent Systems

Process- and Data-Oriented AI

Vago Solutions

why

SauerkrautLM

Our Case Studies

Get started now

Our News

AI
Upskill

Here's What You Can
Expect

Not Off-the-Shelf,
but Custom-Made

Tailored
to Your Industry