By Sagar Shankaran, Founder of CallSphere
Oneida County, Snohomish County, and Tri-Cities WA all deployed AI in 911 in 2026. WebRTC enables livestream video from caller phones. Here is the augmentation architecture.
Key takeaways
AI in 911 in 2026 augments understaffed PSAPs (Public Safety Answering Points), it does not replace dispatchers. Oneida County (NY), Snohomish County (WA), and Tri-Cities (WA) all deployed AI co-pilots in 2026; Prepared and Aurelian are the leading vendors. WebRTC enables the missing piece: livestream video from the caller's phone.
PSAPs are losing dispatchers faster than they can hire. The national dispatcher vacancy rate hit 33% in 2025. AI absorbs the non-emergency call volume — outage reports, parking complaints, "is the road closed" — that is roughly 40% of total 911 traffic in suburban PSAPs. The remaining time goes to humans on the actual emergencies.
The WebRTC layer is the under-told story. Prepared and Aurelian both push a secure WebRTC livestream link to the caller's phone (over SMS) so the dispatcher can see what the caller sees. That changes triage entirely: cardiac vs. seizure, structure fire vs. brush, single vs. multi-victim — all visible in 5 seconds.
```mermaid flowchart LR Caller[Caller Phone] -- voice 911 --> PSAP[PSAP CAD] PSAP -- SMS link --> Caller Caller -- WebRTC video --> Gateway[Pion Go gateway 1.23] Gateway --> Disp[Dispatcher Console] Gateway -- audio --> ASR[Realtime ASR] ASR --> Sum[Incident Summary LLM] Sum --> CAD[CAD Auto-Populate] Disp --> Resp[Police / Fire / EMS] ```
CallSphere does not directly serve PSAPs but mirrors the same architecture for adjacent verticals where a human-in-the-loop must triage incoming voice with structured data:
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```typescript
// 1. SMS the caller a one-click WebRTC livestream link
async function sendStreamInvite(phone: string, incidentId: string) {
const token = await jwt.sign({ incidentId, exp: Date.now() + 30 * 60_000 });
const url = https://stream.callsphere.ai/i/${token};
await sms.send(phone, Open this to share your camera: ${url});
}
// 2. Caller browser: opt-in camera, ICE-restricted to PSAP relay const pc = new RTCPeerConnection({ iceServers: [{ urls: "turn:turn.psap.example.gov", username, credential }], }); const stream = await navigator.mediaDevices.getUserMedia({ video: { facingMode: "environment" }, audio: false, }); stream.getTracks().forEach(t => pc.addTrack(t, stream));
// 3. Dispatcher console: subscribe to the SFU, render with overlays const remote = await sfu.subscribe(incidentId); videoEl.srcObject = remote; remote.onAudioTranscript((line) => updateTranscriptPanel(line));
// 4. Auto-populate CAD with incident summary nats.subscribe("incident.summary." + incidentId, (msg) => { const { type, location, victims, severity } = JSON.parse(msg.data); cad.update(incidentId, { type, location, victims, severity }); }); ```
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Is AI replacing dispatchers? No — it absorbs non-emergency volume so humans focus on real emergencies.
What about consent and recording laws? All 50 states allow PSAP recording; livestream consent is treated like any video share — opt-in.
How accurate is the auto-populated CAD? ~85-90% on incident type and location; the dispatcher always confirms.
FedRAMP/CJIS compliance? Must be in the deployment plan from day one for any PSAP that touches CJIS data.
What about cellular dead zones? Fall back to SMS-only; the AI assists from the call transcript alone.
Written by
Sagar Shankaran· Founder, CallSphere
Sagar Shankaran is the founder of CallSphere, where he builds production AI voice and chat agents deployed across healthcare, hospitality, real estate, and home services. He writes about agentic AI, LLM engineering, and shipping voice agents that handle real calls in production.
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