About calliora

Built because
people deserve
to carry less.

This is the story of why we built calliora.

Read on
The calliora founders talking in a hallway

Manifesto

Why we are
building calliora.

Munich, September 2026

Technology was supposed to transform healthcare.
But while medicine moved forward,
most of the system around it stayed behind.

Outdated software.
Fragmented processes.
Endless rules.
More complexity added year after year.

And the people carrying all the weight.
Connecting the systems.
Remembering the context.
Catching what’s missing.
And keeping every process moving.

For too long, progress in healthcare has meant asking people to carry more.
It’s time technology carried some of it.
This is why calliora exists.

Technology that takes on the work behind care.
That keeps context,
follows the rules,
knows what comes next
and gets it done.

calliora is building the AI operating layer for hospital economics.

Starting with one of the most complex parts of the hospital: the journey of a case from admission to reimbursement.

For a world where the people healthcare depends on can carry less, where every act of care counts, and care can move further.

Care carried forward.

Dr. Frederik TräubleCo-Founder
Dr. Jonas WildbergerCo-Founder

Founders

The people behind calliora.

Frederik Träuble and Jonas Wildberger previously drove AI development at leading technology companies and AI research labs. They’re now applying that experience to one of the most complex, most heavily regulated environments there is: hospital administration.

Dr. Frederik Träuble
Dr. Frederik TräubleCo-FounderPhD in AI, Max Planck Institute, Cambridge
Dr. Jonas Wildberger
Dr. Jonas WildbergerCo-FounderPhD in AI, Max Planck Institute, Oxford

The team is backed by leaders from world-class AI research and decades of hospital management experience.

Prof. Dr. Bernhard SchölkopfDirector, Max Planck Institute for Intelligent SystemsPioneering research in robust, causal AI
Dr. med. Andreas StockmannsManaging Director, Kaysers Consilium20+ years in medical controlling and hospital management

Where the team comes from

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