Maira Noor@Maira20

VANTA is an autonomous GTM intelligence agent built for revenue teams that need real-time competitor and buyer intelligence. Instead of manually searching Reddit, G2, Trustpilot, Glassdoor, HackerNews, and search results for customer complaints, VANTA uses Bright Data tools to collect live public web signals at scale. The agent identifies dissatisfaction signals such as pricing frustration, support issues, feature gaps, migration intent, and competitor alternatives. After collecting data, VANTA uses Claude Opus through AIML API to analyze each signal, extract pain points, score buyer intent, and generate personalized GTM battle cards. These battle cards include account summaries, talking points, objection handling, and outbound email drafts that sales teams can use immediately. The platform includes a FastAPI backend, PostgreSQL/Supabase persistence, real-time SSE streaming, and a React/Vite dashboard. The dashboard shows live agent activity, intent signal cards, competitor vulnerability radar charts, ROI calculations, and CRM actions. Users can enrich leads, find decision makers, and push qualified opportunities into HubSpot. VANTA solves a real enterprise problem: GTM teams often miss buying signals because they are scattered across the open web. By combining Bright Data’s live web infrastructure with AI reasoning and CRM automation, VANTA turns unstructured web data into actionable revenue intelligence.

SiteWatch AI is an AI-powered construction intelligence platform built to solve one of the construction industry’s biggest challenges: lack of real-time visibility into safety risks, project delays, and cost overruns. Most construction companies still rely on manual inspections, spreadsheets, and delayed reporting processes. These outdated methods often lead to workplace accidents, missed deadlines, financial losses, and slow decision-making. SiteWatch AI modernizes construction monitoring using multimodal Gemini AI agents that analyze visual and operational data in real time. The platform allows users to upload construction site photos, project schedules, XLSX/CSV files, and daily reports. After upload, three specialized AI agents collaborate to generate actionable insights for project managers and stakeholders. The Vision Agent uses Gemini Vision AI to analyze site images and detect PPE violations, unsafe scaffolding, electrical hazards, open trenches, and other safety risks. It also estimates project progress and generates a safety score. The Risk Agent processes schedules and operational data to predict delay probability, identify major risk factors, estimate days behind schedule, and forecast potential cost overruns before they become critical. The Report Agent combines outputs from all AI agents and automatically generates executive audit reports containing summaries, safety findings, risk analytics, delay forecasts, and recommendations in downloadable PDF format. The platform features a modern dashboard with live analytics, charts, uploads, and AI-generated insights. SiteWatch AI is built using Gemini API, Gemini Vision API, Next.js, React, TypeScript, Tailwind CSS, and Recharts. Our solution helps construction companies improve worker safety, reduce delays, automate reporting, and make faster data-driven decisions using AI-powered enterprise intelligence.

🌍 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.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.