Ritz Chandra@ritzsc

Pulse is a bounded autonomous vendor risk agent. A user adds exact vendor domains, enables realtime autonomous review, and Pulse continuously updates the command center as new scans complete. Bright Data collects public evidence, AI/ML API extracts structured findings, deterministic quote verification checks that claims are actually supported by captured source text, and only verified signals can score. Pulse separates two customer-facing concepts: New alert: Pulse found a new or changed scored finding that needs attention. Latest score: the most recent scored finding for that vendor, kept visible until a newer scored alert replaces it.

🌍 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.