Hafiz Abdul Rehman@hafiz_abdul_rehman925

Vigil addresses a critical vulnerability in enterprise security: third-party supply chain risk. Vendor breaches (such as Snowflake and Okta) exhibit early indicators like credential leaks, exposed API keys, and sudden security personnel hiring spikes days before official public confirmation, yet modern security operation centers lack the tools to monitor these external vectors. Vigil solves this by deploying a collaborative swarm of six specialized autonomous agents: 1. Sentinel Orchestrator: Coordinates execution lifecycles and streams telemetry via Server-Sent Events (SSE). 2. Scout Agent: Discovers candidate breach indicators by querying search engine indexes and code repositories. 3. Extractor Agent: Pulls raw text segments from static dumps and pasteboards using Web Unlocker residential proxies. 4. Browser Agent: Connects to remote Scraping Browsers via Playwright CDP to render dynamic JavaScript security advisories. 5. Analyst Agent: Classifies scraped indicators using high-speed parallel LLM validation (Llama 3.3 / Gemini). 6. Compliance Agent: Computes diminishing-return risk scores and maps incidents to DORA Article 28, SOC 2, and ISO 27001 frameworks. Vigil combines asynchronous Python, high-fidelity web scraping, and real-time SSE streaming to detect and mitigate third-party supply chain exposures before they become public disclosures.

NeuralNexus is an independent financial intelligence solution, providing businesses with the ability to identify and solve inconsistencies in several data sources. The system uses Trust-Weighted RAG and specialized AI agents to determine the trustworthiness of data, instead of simply returning answers. Users can upload CSV, Excel, PDF and image files, specify credibility levels and perform an AI analysis using an interactive dashboard. Identifying mismatched values, calculating confidence scores, and explaining what is the most reliable and why is done automatically by the platform. It features a conversational AI assistant, contradiction detection engine, data quality scoring, proactive insights, interactive knowledge graph and complete data lineage tracking for transparent decisions. NeuralNexus, designed to be part of the AI Agent Olympics 2026 on the Data & Intelligence track, illustrates the potential of autonomous AI agents and explainable reasoning in enhancing enterprise financial analysis and data trustworthiness.

🌍 Hybrid Hackathon | 💻 Online Build: May 25–30,2026 | 📍 SF Onsite Finale: May 30–31,2026 We’ve unlocked the web for your AI. Now build what wasn’t possible before. Build AI agents with live web data, then join the SF onsite finale at Bright Data’s new Web Data Loft. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $18,300 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🎁 Onsite attendees are automatically entered into a live giveaway for 4 × $100 Amazon gift cards. 🧑‍💻 Apply now to build AI agents powered by real-time web access.

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.