SecondSight Secures Series A and Appoints Jamie Bouloux as President to Scale AI Insurance OS

SecondSight has secured Series A funding and appointed industry veteran Jamie Bouloux as President to scale its AI-driven operating system, SHAPE. For fintech and insurtech professionals, this marks a shift from general-purpose language models toward specialized "Large Quantitative Models" designed to handle the complex numerical relationships and traceable evidence required for sophisticated underwriting.

What was announced

SecondSight announced the successful closure of its Series A funding round alongside the strategic hire of Jamie Bouloux, who previously served as CEO of Ryan Financial Lines and Celerity Risk. The capital injection is earmarked for organizational growth and the expansion of its product suite beyond its initial focus on the cyber insurance market into additional specialty lines of business. Central to the announcement is SHAPE, an artificial intelligence operating system that utilizes a Large Quantitative Model (LQM) architecture. Unlike standard language models that focus on text interpretation, SHAPE employs algebraic geometry and topological methods to reveal the underlying "shape" of complex data, analyzing the numerical and structural relationships within an insurer’s own records.

The system is designed to provide what the company terms "insurance alpha" by revealing interconnected risk groups and simulating how portfolios might evolve under different pricing or appetite scenarios. The platform serves a broad spectrum of the insurance lifecycle, including brokers, underwriters, and executives at some of the world's largest insurance firms. It features an embedded "model factory" that trains specialized models on specific segments, while ensuring that all risk analysis remains grounded in traceable evidence. Underwriters can investigate specific concentrations and trace findings back to individual policies. To maintain security and compliance, customers own the models trained on their data within isolated environments, and all model updates require explicit human approval before being moved into production use. This technical pivot comes as KPMG research indicates that 77% of insurance leaders believe failing to redesign enterprise architecture for AI will undermine their competitiveness within five years.

"I've spent my career underwriting risk and building insurance businesses, often making decisions while the book was still moving. What drew me to SecondSight is the visibility that doesn't exist anywhere else. My focus is helping insurance teams see and understand what their own data is telling them and act on it with greater precision."

Jamie Bouloux, President at SecondSight.

The companies involved

SecondSight is an AI-focused technology firm that positions itself as a foundational operating system for the insurance industry. Headquartered in the United States and accessible via its digital platform at secondsight.ai, the company was founded on the principle of applying advanced mathematical research to the challenges of risk assessment. Its technical methods are grounded in research published in collaboration with Indiana University, reflecting a strategy of pairing PhD researchers in mathematics and data science with tenured insurance operators from the worlds of underwriting, broking, and portfolio management. The firm is led by CEO Reuben Vandeventer and now President Jamie Bouloux.

Bouloux’s background is particularly significant for SecondSight’s market position; he was the founder and CEO of EmergIn Risk, a London and US-based cyber insurance MGA, and held senior leadership roles at AIG, including Head of Cyber and Technology, Media and Telecom Liability for Europe, the Middle East and Africa. He also led CFC Underwriting's large corporate cyber facility. This deep domain expertise in specialty lines is intended to bridge the gap between pure data science and the practical realities of the underwriting desk. By combining this executive experience with a team of researchers, SecondSight aims to move the industry toward a more quantitative, evidence-based approach to risk that legacy systems and general-purpose AI tools have historically struggled to provide.

What this means

This move signals a maturing of the AI conversation within the insurance sector, moving away from the "chatbot" phase toward deep architectural integration. By focusing on Large Quantitative Models rather than just language processing, SecondSight is challenging the status quo of legacy actuarial tools that often struggle with real-time, interconnected risks in volatile markets like cyber and specialty lines. The appointment of a heavy-hitting industry executive like Bouloux suggests that the "tech-first" approach is now seeking the "insurance-first" credibility needed to displace established systems at major carriers. The industry is under pressure to prove that AI can improve loss ratios and capital allocation, not just administrative efficiency, making this a critical test for specialized quantitative AI in a sector traditionally wary of "black box" logic.