Portfolio · Confidential

Work

Real systems.
Built for real operations.

Most AI projects never make it past the pilot. We build for production and for the years that come after. Here’s a look at what we’ve built, from focused automations to systems that run entire operations.

What we’ve put into production

We’ve built AI agents, data pipelines, internal tools and platforms, from focused solutions to systems running business-critical operations.

Some handle sensitive data. Some support projects worth hundreds of millions. All run in production.

One exception is Novid20, the non-profit that 2x10 grew out of. That story is ours to tell.

01

AI Agents

Beyond the demo

AI agents that research, decide and act. From focused automations to systems that run entire operations. Built for production.

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02

Chatbots

More than a chat window

Chat is the interface, not the system. We build assistants connected to real company data and workflows: for customers, internal teams and products in their own right.

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03

Document AI

PDF to product

Getting text out of a document has been solved for years. Understanding what it says has not. We build systems that turn documents into structured data, answers and working products.

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04

Data Pipelines

Built to scale

Moving data is easy. Keeping it reliable at scale is harder. We build pipelines where cost, runtime and failures stay visible, even when the volume grows.

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05

AI Content

Quality at volume

Producing text with AI is trivial. Producing the right text reliably is not. We build content systems for cases where quality, language and substance matter. A wrong sentence is expensive.

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06

Private AI

Your data stays

Sensitive data doesn’t have to leave your environment for AI to be useful. We build with cloud, private and locally hosted models, choosing the setup that fits the data, the risk and the job.

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07

Platforms

Built to last

Most systems don’t fail at the first release. They fail in year three, when nobody dares to change anything. We build platforms designed to keep changing, while running under real load, for years.

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08

Prototype to Production

Make it real

A prototype proves that something can work. It doesn’t prove that you can rely on it. We take working ideas into production with the architecture, security, testing and operations that real software needs.

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09

AI Governance

You stay in charge

Putting AI into production creates questions the prototype never had to answer: who can change what the system says, who can see what it costs, and who notices when its quality gets worse. We build those controls in.

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10

Novid20 · Our own product

Millions of users

Under Novid20 we built and ran our own COVID test suite: test logistics for Austria and Germany, scaled under crisis pressure, used by millions of people.

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Nine systems, production2x10 · Vienna
Why no client names2x10

Our clients hire us to build what gives them an edge. Confidentiality is part of the job. Publishing the details could give that edge away. We’ve delivered in regulated environments and on projects worth hundreds of millions.

N° 06 Contact

Tell me what you’re planning

No form, no ticket system. Email me directly and you get me, not an inbox someone else manages.

Moritz MiedlerMoritz Miedler · Founder, replies personally
2x10 Technologies · Viennahello@2x10.com