Who we are

Research depth, engineering rigor.

Two AI researchers pursuing their PhDs and an experienced cloud and software engineer, so your assistant is not only smart, but dependable and built to scale.

Noah C. Pütz

Noah C. Pütz

AI Researcher

PhD candidate researching deep imbalanced regression, focused on boosting model performance on rare events and extreme values.

Jens U. Brandt

Jens U. Brandt

AI Researcher

PhD candidate specializing in inference-time robustness, building models that remain stable under noise, distribution shifts, and real-world inputs.

Richard A. Scholz

Richard A. Scholz

Software & Cloud Engineer

Delivering production-ready AI systems with scalable infrastructure, reliable deployment pipelines, and robust operations.

Services

What we do

From bespoke AI models to full production deployments, we cover the full stack, from research to infrastructure.

Custom AI Solutions
We design and build AI systems tailored to your domain, data, and constraints, not off-the-shelf templates.
Research-Grade Modeling
We apply frontier methods, robustness techniques, and rare-event modeling directly to your problems.
Production Deployment
We engineer the full stack, from model to scalable cloud infrastructure, so your AI solution runs reliably at scale.