Understanding complexity.
Decoding evolution.

We partner with organisations tackling complexity. Fusing mathematics and AI, we reveal how your system evolves to guide safer, better decisions.

Discipline

Applied mathematics & graph intelligence

Where

Lugano & Basel

Track record

Horizon Europe · Interreg · EuroHPC

Beyond data. Towards understanding.

The world is dissected into infinite data points, yet its evolution remains closed. The crisis of our time is not a lack of signals, but a profound blindness to their collective flow.

GVF - Beyond pattern matching. Towards structural foresight.

Our model GVF acts as a geometric lens for systems far from equilibrium. By modeling data as non-exact vector fields, our engine exposes the self-organizing loops and structural instabilities that traditional AI smoothens out. This is the mathematical mapping of evolution in real-time.

The evolutionary flow

We map continuous, non-equilibrium flows. By replacing static, isolated data points with dynamic vector fields, we capture how risk and information actually circulate across your entire network.

Creative Instabilities

Rather than treating anomalies as noise, we isolate bifurcations and tipping points – mapping the microscopic fluctuations that trigger macroscopic shifts, and identifying exactly when and where stability will break.

Physics-Backed intervention

We decode the active forces of change. By decomposing the flow into Gradient, Curl and Harmonic forces, we deliver the precise mathematical coordinates needed to disrupt cyclic crises or redesign global network topology.

One math core. Boundless applications.

Health and human signals are where we focus today. The same mathematics reads any system that changes over time – which is where the framework is built to travel next.

Health

Health risk & bio-dynamics. Anticipating critical physiological transitions.

Space

Orbital Coordination & Traffic Safety. Decentralised safety for crowded orbital environments.

Climate

Ecosystem Resilience & Earth Observation. Decoding environmental shifts with explainable models.

Defence

Situational Awareness & Operational Risk. Supporting rapid decisions in chaotic environments.

Platforms for a complex world.

We develop scientific platforms that demonstrate how explainable intelligence solves real-world challenges.

SENTINEL

Earlier detection of infectious outbreaks.

AURA

Anticipating critical neurological transitions.

ASTRAEA

Safer operations in a crowded orbit.

How to work with Chelonia

We bridge the gap between advanced scientific theory and industrial application. Depending on your goals and funding structure, you can partner with Chelonia through two distinct, proven pathways:

01. The Industrial Track

02. The Consortium Track

years turning science into European impact

partner organisations in our projects today

0 +

of researchers engaged across our consortia

0 s

Ideas that become companies.

Some of our technologies have evolved into independent ventures in drug discovery, sustainability and digital health.

Swiss science.
Real-world impact.

Chelonia is an independent Swiss deep-tech company developing mathematics, AI and scientific technologies that help organisations understand, predict and manage complex systems.

Disciplines under one roof

◦ Applied mathematics

◦ Graph & Simplicial Intelligence

◦ Explainable Intelligence

◦ Collaborative R&D Programmes

◦ Life & Complex Sciences

Let’s build something meaningful.

Whether you’re developing a new technology, preparing a research proposal or building an innovation partnership, we’d be pleased to explore how Chelonia can contribute.

Prefer your own mail client? Email us directly.

Headquarters · Lugano

Via Serafino Balestra 12
6900 Lugano, Switzerland

Operations · Basel

Innovation Office, University of Basel
Allschwil, BL, Switzerland

Understanding complexity. Decoding evolution.