Mykiell Deovenn Pagayonan@sibato59

As businesses transition to "Agentic Enterprises," the speed of operations is 10x-ing—but so is the speed of deception. Traditional KYC and KYB tools are static, slow, and easily bypassed by AI-generated deepfakes and synthetic identities. Tunai (Filipino for Real) is a shared intelligence layer designed to close the "Trust Gap." We leverage Bright Data’s Web Scraper API, SERP API, and Proxy Infrastructure to ingest real-time signals from the open web—ranging from social proof and regional business registries to live news and technical footprints. Unlike static databases, Tunai’s AI agents cross-reference these live signals to find contradictions that reveal fraud. Whether it’s an applicant using a deepfake filter in a live interview, a supplier with a history of "ghosting" payments in local forums, or a competitor masquerading as a customer to probe your system, Tunai detects the anomaly. Tunai doesn't just provide a dashboard; it applies enterprise policies autonomously, releasing payments or blocking access in milliseconds. We’ve built this to satisfy both the Security & Compliance and Finance & Market Intelligence tracks, ensuring trust is no longer a bottleneck to growth.

AI chatbots have been incredibly useful for education. The main limiting factor of their effectiveness is the medium in which they provide information: text. BricolAI innovates on the existing weakness of AI chatbots by responding with interactive UI components. From presentation slides, quizzes, flashcards, to physics simulations and math problem visualizations. BricolAI provides a more dynamic experience when interacting with an AI. Using openAI’s latest o1 model it was able to use higher level logic in order to use and adequately execute the best component to be used for scenarios that the user needs. BricolAI aims to push the creative boundaries of AI Chatbot use for education.

🌍 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.

🕒 7 days to be among the first to experiment and build with OpenAI o1 💡 Build innovative applications utilizing o1's advanced features 🤝 Compete solo or collaborate with teammates 🚀 Dive into a 1-week virtual coding marathon, connecting with industry leaders 🏆 A chance to join the Lablab NEXT acceleration program and fast-track your innovation