AI-native risk platform
Quantica Risk Modelling
Concept for an integrated risk platform covering credit, market, insurance, climate and valuation with explainable AI and regulator-grade governance built in.
Active conceptExplore Quantica
Projects
Applied and conceptual work by Jonas Osman across risk modelling, climate risk, insurance analytics, AI automation and financial tooling.
Physical and transition risk pipeline
ClimateShield — Climate Risk Pipeline
End-to-end pipeline for climate hazard ingestion, exposure mapping, vulnerability modelling, financial impact translation, and executive reporting across NGFS pathways.
Modelling referenceClimate Risk Library
Specialty pricing and portfolio analytics
Marine Insurance Platform
Pricing, exposure and accumulation analytics for marine and specialty lines including hull, cargo and liability, with accumulation controls and reinsurance structure evaluation.
Applied project
AI automation
RAG Job Agent
Retrieval-augmented generation agent for structured information extraction and workflow automation — a template for governed AI tooling in institutional environments.
Tooling
Sector transition analytics
ARIXO — Energy Transition Modelling
Energy-transition modelling framework analysing capacity, demand, carbon price and technology substitution, with impacts flowing into corporate credit and equity valuation.
Modelling reference
Creative AI side project
Kidonia — Kids Songs Nursery
A separate creative AI project generating original children's music and nursery content. Kept intentionally distinct from the risk-modelling body of work.
Side project