AI for positive impact

Founded in Gothenburg in 2023, Lumilogic builds the Evidence Graph, the foundational data infrastructure that provides sentence-level traceability for verifiable, framework-aligned decisions.

Founding team

Interdisciplinary expertise across AI, economics and education.

Samuel Scheidegger

CEO & AI/IT Expert

AI entrepreneur with a track record of turning research into scalable products. Drives product vision and strategy at Lumilogic.

Yinan Yu

Chief Data Scientist

Assistant Professor at Chalmers focused on machine learning and NLP. Leads model development and data science.

Åsa Löfgren

Associate Professor of Environmental Economics

Associate Professor of Environmental Economics with 20+ years in climate policy research. Guides sustainability frameworks and validation.

Mattias Sundemo

Education & Sustainability Expert

Sustainability expert and doctoral researcher working with survey data and econometrics. Supports higher‑ed use cases and methodology.

Advisory board

External experts ensuring rigour and relevance.

Jasmine Elliott

Research Fellow, BIICL

Specialist in business & human rights influencing our ethical guidelines and policy work.

Sverker C. Jagers

Professor, Political Science

Leading voice in environmental politics providing strategic direction on governance issues.

Our expertise

Four pillars underpin our work.

Artificial intelligence

AI Spectrum (small specialist models + selective large models), explainable NLP, knowledge graphs, LLM agents; model-agnostic by design.

Sustainability & policy

Climate economics, standards, policy.

Academic rigour

Peer‑reviewed methods, open research.

Enterprise readiness

Cloud architecture, security, APIs, and data governance.

Let’s collaborate

Join our pilot or partner on research