NexusIntelAI:One Engine,Three Intelligence Tracks

Enterprise intelligence is fragmented. GTM teams scrape competitor pages for pricing moves. Finance teams chase SEC filings and alt-data. Security teams watch CISA advisories and dark-web forums. Three teams, three siloed tools, the same live web — and no shared memory between them. NexusIntel AI collapses all three into a single autonomous engine. A real-time watchlist is fetched continuously through Bright Data Web Unlocker and SERP API. Each fetch is embedded (AI/ML API text-embedding-3-small, with a local HashingVectorizer fallback) and compared to a rolling baseline via cosine similarity. When semantic drift crosses the threshold, the Auto-Focus Engine spawns a LangChain ReAct agent that deep-dives the anomaly with Bright Data tools and emits a structured Critical Insight Brief — title, summary, impact, recommendations, cross-track links. Every brief flows three ways at once. Into a Cognee knowledge graph so insights compound across tracks. Through a TriggerWare.ai webhook so downstream systems (Slack, CRM, ticketing) get pinged on Critical and High events. And over WebSockets to a real-time React dashboard with three colored swim-lanes — GTM blue, Finance green, Security red. The dashboard ships with nine live tools: Competitor Analyzer, Web-Intelligence Search, Hiring Signal Detector, Pricing Anomaly Scanner, Alternative Data Feed, SEC EDGAR Filings, Threat Scanner, Credential Leak Checker, Regulatory Change Tracker. A Speechmatics voice-command bar handles hands-free track switching and briefings. Three pre-built demo scenarios — competitor price cut, data breach, SEC filing — fire the same real backend pipeline end-to-end so judges can see the full loop in one click.