Reserv

Reserv is an insurtech company, founded in 2022 and venture-backed, that builds AI and automation technology for the insurance claims process. The company operates across property damage, professional liability, and the broader P&C landscape, targeting a domain where legacy systems and manual workflows create systemic friction and attack surface for fraud. The threat model here isn't nation-state actors - it's the complexity of claims data itself: inconsistent documentation, adversarial submissions, and processes ripe for exploitation at scale. Reserv's approach uses AI to parse, validate, and automate claims workflows, reducing the manual touchpoints where errors and bad actors tend to concentrate. The founding team brings deep experience from SaaS and digital claims, giving them operational context on where automation actually moves the needle versus where it's theater. For security and engineering talent, the relevant domains are machine learning applied to document and data integrity, automation pipelines that handle sensitive financial and personal information, and building systems that need to be both fast and auditable. The tech stack is rooted in AI and automation, working within an industry where data sensitivity, regulatory compliance, and adversarial inputs are baseline concerns - not edge cases.