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Research

How we work.

We work at the intersection of machine learning, biomedicine, and engineering, and we organize our work as a set of independent projects, each built around a specific scientific problem. Within AlfaCenter, two specialized labs focus on distinct research directions.

Two labs18 domains41 papers
How we work

From a question to systems that work.

01

Problem-first

Every project starts from a specific scientific or clinical question — not a technology in search of a use.

02

Built to validate

We build models and systems to hold up under scrutiny and real testing, not just to look good in a demo.

03

Into practice

Engineering turns the research into lab automation, devices and software that work in the real world.

Three disciplines

At the intersection of three fields.

01

Machine learning

Foundation models, agentic reasoning and predictive systems built to be validated — not just demoed.

02

Biomedicine

Oncology, cardiovascular disease, sleep, neurodegeneration and more — grounded in real clinical questions.

03

Engineering

Lab automation, robotics and physical AI that turn research into systems that work in practice.

Two labs

Specialized research directions.

Healthcare & life sciences

Alfa Life Lab

Cardiovascular prediction, sleep physiology, neurodegeneration, ophthalmology, reproductive medicine, drug discovery and digital human twins.

Cardiovascular predictionSleep physiologyNeurodegenerationOphthalmologyReproductive medicineDrug discoveryDigital human twins
Agentic & physical AI

Alfa Agent Lab

Geospatial intelligence, biogas systems, lab automation and robotics — agentic and physical AI that turns research into systems that work.

Geospatial intelligenceBiogas systemsLab automationRobotics

See the work behind the research.

Eleven projects across two labs — from digital twins to physical AI.