AI-powered claims processing platform for insurance carriers
Assured builds an AI engine for claims automation, running on a modern Node.js + TypeScript + Kubernetes stack deployed across AWS. The tech mix—LangChain for LLM orchestration, GraphQL APIs, and a Postgres + Aurora backend—signals a platform designed for high-volume, real-time claims decisions. Active project work spans fraud detection, self-service claim filing, and reporting infrastructure, with engineering and product teams dominating the hiring mix; the gap in data and ML hiring despite listed pain points around ML-driven decision-making suggests either internal capabilities are mature or the company is optimizing existing models before scaling headcount.
Assured is an insurtech platform that automates claims ingestion, servicing, and processing for insurance carriers using AI. Founded in 2019 and based in Palo Alto, the company operates across the full claims lifecycle—from initial filing through fraud detection and payment decisions—using machine learning to reduce manual handling and cost. The product spans self-service claimant portals, backend fraud detection systems, and carrier-facing dashboards. Active work includes scaling cloud infrastructure and messaging platforms to handle high-volume claims environments, alongside design system creation to maintain consistency across digital touchpoints.
Node.js, TypeScript, PostgreSQL, AWS (EKS, SQS, Aurora), Kubernetes, GraphQL, React, Python with LangChain, Docker, and GitLab CI/CD for deployment and infrastructure management.
Self-service claim-filing software, backend fraud detection, engagement portals, reporting and dashboards, design system creation, and scaling cloud infrastructure and messaging platforms for high-volume claims processing.
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