WebSentry AI: Safe Control Plane for Web Agents

AI agents need current public web data, but enterprises cannot let unmanaged agents browse freely. Agents can hit blocked sites, burn proxy budgets, follow unsafe domains, ingest hidden prompt injections, and produce business recommendations without source-level auditability. WebSentry AI is a governed control plane for live-web AI agents. Every investigation runs through a policy engine that checks approved domains, budget limits, request telemetry, Bright Data product routing, and page-level adversarial content before the evidence reaches the LLM. The demo focuses on GTM intelligence. A user enters a target company, competitors, focus areas, domain policy, budget, and risk tolerance. WebSentry discovers pricing, hiring, launch, and positioning sources through Bright Data SERP API, fetches approved pages through Bright Data Web Unlocker, scans content for hidden agent instructions, and generates a citation-backed competitive brief through AI/ML API. Bright Data is load-bearing. SERP API powers real-time discovery, Web Unlocker handles reliable public page access, and the UI presents the workflow as an observable agent tool timeline. If credentials are unavailable during judging, deterministic demo mode preserves the exact same policy, risk, audit, and brief flow.