Krish KD@krish567

Enterprise teams drown in data but miss early signals. Support spikes, pipeline collapses, and churn hints all appear in dashboards nobody is actively watching and by the time a human notices, the damage is done. Sentinel fixes this with a four-agent autonomous pipeline powered by Google Gemini: 1. Monitor Agent (Gemini Flash): parses any file format including dashboard screenshots via Gemini's multimodal API. Extracts structured metrics and flags deviations from expected baselines with severity scoring (medium / high / critical). 2. Analyst Agent (Gemini Flash): performs root cause analysis on each anomaly. Cross-correlates metrics, assesses business impact, assigns urgency, and identifies the right owner across the org. 3. Action Agent (Gemini Flash): autonomously drafts the response: a complete escalation email, a task with acceptance criteria, a Slack-style alert and whatever the situation demands. 4. Briefing Agent (Gemini Flash): synthesizes all anomalies and actions into a boardroom-ready executive narrative: what happened, why, what the agent did, and what leadership needs to decide. Every agent step is logged in real time and visible in the Agent Logs page and the system is fully inspectable, not a black box. Sentinel accepts CSV, Excel, PDF, PNG/JPEG screenshots, JSON, and plain text. The full stack i.e FastAPI backend, Next.js dashboard, SQLite database and deploys in one command via Docker Compose.

Learn how modern AI agents interact with the live web through hands-on workshops, real infrastructure, and a community builder weekend in San Francisco. 📅 May 25–31, 2026 • May 25 – 30: Online Build Phase • May 30: Hybrid Build Day (Online & Onsite) • May 31: Demos & Awards (Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite in San Francisco. 🚀 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 🏆 $5,000 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🧑‍💻 Apply now to build AI agents powered by real-time web access.

⏱️ Build the next generation of Autonomous Agents in the heart of Europe’s AI Revolution. 📅 May 13 – 20, 2026 May 13 – 19: Online Build Phase. May 19: An exclusive on-site build day at Milan AI Week for selected participants. May 20: Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 🎟 FREE Milan AI Week conference ticket included for participants. 💰 $32,000+ prize pool 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.