This role partners closely with underwriting, product, actuarial, and technology leaders to deliver scalable, production ready models and -AI driven- decision systems that support complex risks, bespoke products, and profitable growth across specialty markets. Review and thoughtfully evaluate portfolio-level architectural choices, evaluation approaches, production readiness, and operational risk signals, guiding leaders through disciplined trade-offs across quality, grounding, latency, cost, scalability, and regulatory risk.