Aug 30, 2026

SentinelAI — Real-Time AI Incident Commander

ai voice ai conversational ai real-time communication ai agents generative ai agora incident management incident response devops sre automation

SentinelAI is a real-time conversational AI Incident Commander that helps technical teams coordinate, investigate, and respond to live operational incidents. Built with Agora-powered real-time communication, SentinelAI acts as an active AI participant in the incident voice room, understanding live conversations, recognizing responder roles, and continuously maintaining a structured Live Incident State. It distinguishes confirmed facts from hypotheses, tracks decisions, actions, and ownership, detects contradictions, missing information, and unresolved risks, and maintains a continuous incident timeline.

When intervention is needed, SentinelAI provides real-time spoken guidance and clarification requests, directing the relevant specialist to verify information or take the appropriate action. For critical operational changes, it keeps humans in control through an explicit Human Approval Safeguard before execution. The prototype demonstrates an end-to-end incident workflow—from real-time voice communication and incident understanding to contradiction detection, AI intervention, human-approved remediation, and audit tracking. SentinelAI transforms incident response from reactive coordination into intelligent, real-time collaboration, helping teams resolve incidents faster, safer, and with greater accountability.

This build was uploaded as a hackathon project

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Updates
  • SentinelAI Prototype DevelopmentWe are transforming SentinelAI from our Round 2 concept into a functional prototype. The current development focuses on Agora-powered real-time communication, Voice AI, conversational incident intelligence, live incident-state tracking, and human-approved operational actions.
    Sunday, Aug 30th, 2026
  • SentinelAI — Functional Prototype & Demo ReadySentinelAI has evolved into a functional real-time AI Incident Commander prototype. The current implementation demonstrates Agora-powered voice communication, conversational incident intelligence, live incident-state tracking, contradiction and risk detection, real-time Voice AI intervention, and human-approved critical actions. The complete demo showcases an end-to-end incident workflow, from detecting and analyzing a payment outage to AI intervention, specialist verification, human approval, remediation, and incident timeline tracking.
    Friday, Sep 4th, 2026