ML × Insurance
Domain-Native Engineering
Intersecting deep technical architecture with specialty insurance knowledge. Translating abstract underwriting and broking pain points into enterprise-scale code.
About us
iNFLUXUS is an independent AI lab focused on the Commercial Specialty Insurance market. We combine underwriting depth with frontier ML practice — and keep the human as architect.
ML × Insurance
Intersecting deep technical architecture with specialty insurance knowledge. Translating abstract underwriting and broking pain points into enterprise-scale code.
Advisor of LLM Agency
Bridging cognitive neuroscience and machine learning to drive advanced LLM agency and decision-making logic with academic rigour.
Mutiple advisors
Decades of market expertise including HSE, Architecture, Insurance and Data Science
Thesis
Specialty insurance operates on rare data, high consequence, and regulator scrutiny — the exact conditions where a generic LLM wrapper fails. iNFLUXUS exists to bring architecture, not just automation, to that market.