Sahil Shaik@sahil_bhai

Tendril is a live go-to-market (GTM) intelligence platform that converts scattered public web data, and spoken conversations, into evidence-backed, scored sales signals for B2B revenue teams. The core is a durable, multi-stage pipeline (discover, scrape, extract, graph, score, brief, outreach), where every stage commits state before yielding, so scans survive restarts. Bright Data powers live web acquisition: the SERP API runs targeted per-account queries, the Web Unlocker fetches bot-protected pages, and a Scraping Browser handles JavaScript-heavy fallbacks. AI/ML API acts as an OpenAI-compatible model gateway with routing: a cheap model for strict-JSON signal extraction, a stronger model (GPT-4o) for briefs, and a fast model for drafts. A parallel multimodal branch is the differentiator. Bright Data discovers public spoken sources, Tendril extracts the audio (yt-dlp and ffmpeg), and Speechmatics transcribes it live with speaker diarization and word-level timestamps. A cheap Featherless relevance filter gates the expensive extraction, and content-addressable hashing (SHA-256 over audio) guarantees the same media is never transcribed, or paid for, twice. Both branches converge into Cognee Cloud, a per-account knowledge graph that is written to and recalled from, grounding each brief in how the account changes over time. Engineering for trust and reliability is first-class. A transparent 0 to 100 rubric (fit, timing, relationship, evidence) gates "sales-ready", PII is scrubbed before any memory write, and per-scan budget caps plus a full provider-call audit trail keep cost and behavior accountable. Mock, live, and cached modes plus graceful fallbacks (Cognee to local, AI/ML to deterministic) mean a demo never breaks. Outreach is human-in-the-loop with ethical guardrails and switchable tone, never auto-sent. Tendril tells GTM teams who is ready now, why it matters, and what to say next, with every claim tied to a live, verifiable source.

📅 June 12–19, 2026 • June 12: Kick-off Stream • June 12–19: Online Build Phase • June 19: Project Submissions Ends 🌍 Fully online hackathon. Join and build from anywhere in the world. 🤝 Build practical enterprise workflows where AI agents communicate, coordinate, exchange context, and complete work together. 🧠 Powered by Band and Codeband, built for collaborative AI systems and agent orchestration. 🏆 Prize Pool: $10,000+ 🧑‍💻 Apply now to build the next generation of enterprise multi-agent systems.

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. 💰 $10,000 total prize pool Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

AI Genesis is a global hybrid hackathon that brings AI builders together from around the world — starting online and culminating live at /function1 AI Conference & Exhibition 2026 in Dubai. 📅Oct 26 – Nov 3, 2026 • Oct 26 – Nov 2: Online build & collaboration All projects must be submitted by end of day on November 2. • Nov 2 (Online + Dubai): An exclusive on-site build day in Dubai for selected participants. • Nov 3 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered. 🧑🏻‍💻 Secure your spot now, sign up before the Kick-Off Stream!

🌍 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.