Philipp Schwinger I'm Co-Founder of Empirica an open-source epistemic measurement layer for any AI system. AI is a prediction engine with emergent behavior and no built-in epistemic state measurement. Empirica adds it: we measure what the AI knows and doesn't know, grounded against deterministic external services that inform the AI across its trajectory of work. Our Sentinel reads the vectors against domain-aware thresholds and gates the AI: permit, halt to investigate, or hand to a human. 13 calibrated vectors covering confidence, coherence, confabulation pressure, sycophantic drift, and epistemic dependency. Validated across 2 million measured observations. MIT-licensed core, with a proprietary intelligence layer for enterprise. Compliance mapped across EU AI Act, GDPR, ISO 42001, NIST AI RMF, and ISO 25010. If you're using AI or deploying agents and you want to measure what your system actually knows before it acts, reach out: sales@getempirica.com. We're currently raising our pre-seed round Actively looking for case study partners in critical domains: legal, energy, automotive, cybersecurity, and regulated finance. Empirica: getempirica.com · GitHub: github.com/Nubaeon/empirica I also still run
Co-Founder
Managing Director & Executive Producer
Teacher
Marketing Assistant Internship
Masters, Marketing
Architecture
Bachelors
Secondary
