Sentinel: Autonomous Enterprise Situation Room

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.