WebDataOS

WebDataOS turns public web signals into sourced intelligence briefs for Security, GTM, and Finance teams. Enterprise AI agents fail on the live web. Bot detection, JavaScript rendering, geo-blocks, and stale data break scrapers. Even when data arrives, someone still has to decide what matters. WebDataOS solves both problems. The system runs a seven-step pipeline. Users submit tasks via text, voice, or audio. Speechmatics transcribes. Cognee checks its knowledge graph for prior context. The Bright Data gateway retrieves fresh evidence across five tools — SERP API, Web Scraper, Web Unlocker, Scraping Browser, and MCP Server — with automatic failure detection and recovery routing between them. OpenAI synthesizes contextual analysis from evidence and memory. The reasoning engine assesses each finding against organizational context: contracts, risk thresholds, financial exposure, and deadlines. Material findings generate action proposals — draft emails, schedule reviews, update registers — with human approval gates for high-stakes decisions. Outcomes are recorded to calibrate future accuracy. The platform serves developers via API and business users via web UI. Three domains are available as Core (pick 1), Pro (pick 2), or Enterprise OS (all 3 unified). Deployed live on Vercel and Vultr with all partner integrations configured. Covers all three hackathon tracks and all four partner prizes from one submission.