Misconduct reporting and investigation platform with attorney-led case management
Work Shield operates a misconduct reporting and investigation platform aimed at mid-market organizations. The tech stack—Rust, Node.js, Python, FastAPI, and React—is paired with active LLM integration (ChatGPT, LlamaIndex, RAG) and vector databases (Chroma, Pinecone), indicating the company is embedding AI-assisted case analysis and pattern detection into investigations. Hiring is senior-weighted (4 of 6 open roles) across engineering, sales, and legal, reflecting a product and go-to-market that require domain expertise in HR compliance and investigation workflows.
Work Shield provides a full-service misconduct management platform that combines anonymous or open reporting, attorney-led investigations, and compliance analytics. Founded in 2018 and based in Dallas, the company targets mid-market organizations seeking to reduce misconduct resolution timelines and litigation risk. The product differentiates by conducting neutral investigations on behalf of clients—rather than stopping at intake—paired with real-time dashboards for compliance tracking and risk trend detection. The platform integrates with HubSpot for CRM connectivity and uses GraphQL, Redis, and WebSockets to support concurrent case workflows and instant reporting.
Rust, Node.js, Python, FastAPI, and React for core application logic; MySQL and MongoDB for persistence; Pinecone and Chroma for vector-based LLM integrations; HubSpot for CRM data; and GraphQL + WebSockets for API and real-time case updates.
Active development includes AI and LLM integration for case analysis, backend services and APIs for investigation workflows, a user-facing web application for reporting and case tracking, and optimization of vector database performance for pattern matching at scale.
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