All systems operational · Bandung pilot cluster --:--:-- WIBEdge network v1.0

Modular edge-AI surveillance

Cameras that act —
not just record.

SENTRI detects incidents on the camera itself and puts an actionable alert — location, confidence, video evidence — in front of an operator in about 1.3 seconds. Swap the detection module; keep the platform.

Request a demo Try the live demo
INTERACTIVE DEMO · REAL DASHBOARD BUILD · SYNTHETIC DATA OPEN FULL SCREEN

This is the production dashboard build running on synthetic data — click nodes, open alerts, dispatch a unit. Operator login reaches the real system and requires the SENTRI secure network (VPN).

1.3 smedian end-to-end alert delivery, edge → operator screen
25 fpslive multi-camera video, ≈0% dropped frames
0.4 sdashboard page load (LCP)
150/150alerts delivered, zero drops, in the 5-node cluster test
SUS 76usability score from Indonesian National Police experts
01 /

The problem

A thousand cameras.
One pair of eyes.

Conventional CCTV becomes useful only after the harm is done. Nobody can watch every screen, and cloud video platforms force sensitive footage out of your infrastructure.

01 · PASSIVE

Footage is opened the morning after

Traditional CCTV prevents nothing — it documents. By the time anyone reviews the tape, the moment to intervene is gone.

02 · EXPENSIVE

Streaming everything to the cloud doesn't scale

Bandwidth and compute bills grow with every camera, and almost all of that uploaded video contains nothing at all.

03 · EXPOSED

Public footage on third-party servers

For police forces and city governments, surveillance video is sovereign data. Keeping it in-house is a requirement, not a preference.

02 /

How it works

Detect at the edge.
Decide at the center.

Video is processed on the node itself — only alerts, telemetry and evidence clips travel. The network stays light; the data stays yours.

The node sees

A camera paired with an edge computer runs the AI model on-site. Incidents are recognised the moment they happen — no raw video ever leaves the pole.

on-site inference · minimal bandwidth

The alert flies

An encrypted alert lands in the command center with location, confidence and an evidence clip — in about 1.3 seconds, with audio and visual notification.

measured: 1.3 s median e2e

The operator acts

Map, live feed and alert queue share one screen. From an incoming alert to a unit dispatched takes three clicks.

dispatch ≤ 3 clicks

03 /

Modular by design

One platform.
Any detection module.

The AI brain in every SENTRI node is a swappable module. The backbone — real-time alert pipeline, command center, video evidence, retention, security — never has to change when the detection task does.

Detection modules · per site
Violence Sharp weapon Crowd density PPE / K3 Traffic Fire & smoke
Core platform · unchanged
Real-time alerts Command center Video & evidence Encryption & access control Retention policy
A new module only has to speak SENTRI's standard data contract — dashboards, notifications, evidence storage and access control work immediately, no reconfiguration.
Live

Public Safety

Physical violence and sharp-weapon threats in public space. SENTRI's first module — tested end-to-end on the deployed prototype in Bandung.

Roadmap

Crowd Management

Density buildup, abnormal converging and crowd-crush risk for venues, stadiums and public transport hubs.

Roadmap

Industrial Safety

PPE compliance (helmets, vests), restricted-zone violations and unsafe behaviour across plants, construction and mining sites.

Roadmap

Traffic & Parking

Traffic violations, illegal parking and vehicles stopped in restricted zones for city transport authorities.

Roadmap

Early Disaster Warning

Smoke and open flame in dense settlements, plus flood-water rise on city infrastructure — warnings before it spreads.

Roadmap

Asset Protection

Intrusion into sterile areas, vandalism of public facilities and after-hours monitoring of critical assets.

04 /

Security & sovereignty

Secure from lens to screen.

Built for organisations that hold sensitive data — police forces, city governments, industrial estates — with end-to-end encryption and full data sovereignty.

Mutual TLS 1.3 in transit

Every channel — node to server, server to dashboard — encrypted with two-way certificate authentication.

AES-256 at rest

Evidence clips are AES-256-GCM encrypted on the edge node's disk from the first second they exist.

MFA + role-based access

Two-step operator login (TOTP) and per-role permissions, verified by an automated test suite.

Network isolation + IDS

System access rides an encrypted private network (WireGuard) with host firewalls and intrusion monitoring on the ingress.

Automatic evidence retention

Normal footage kept 30 days, incident clips 180 days — lifecycle policy enforced automatically.

Data sovereignty (UU PDP)

Inference at the edge, storage on infrastructure you control. Citizens' footage never transits a third-party platform.

05 /

Proof, not promises

Tested, measured,
expert-reviewed.

SENTRI is not a concept deck. The prototype runs end-to-end today and was evaluated hands-on by five domain experts from the Indonesian National Police.

76/100System Usability Scale — "good" band, above the 68 industry benchmark
6/6User Experience Questionnaire dimensions rated positive
1.3 smeasured end-to-end alert latency on the live deployment — target was 6 s
Actual SENTRI command center screen
Command center — live
Actual SENTRI edge health screen
Edge health — live
Actual SENTRI incident log screen
Incident log — live

Real screens from the deployed prototype · preliminary expert evaluation, Bandung 2026

06 /

The system & the node

Real intelligence.
Real street hardware.

Two halves of one system, straight from SENTRI's official poster: an AI pipeline measured in the field, and an industrial-grade node engineered for Indonesian streets.

SENTRI poster page 1 — system overview, accuracy and security highlights
01 · The intelligence
  • 1.36 s notification time over MQTT + WSS
  • 98.20% 5-class BiGRU accuracy · 91.90% weapon detection
  • 60% end-to-end pipeline accuracy (SCVD), 14.3% false-positive rate
  • Layered security — AES-256, SSL/TLS, network isolation, VPN
SENTRI poster page 2 — the node: industrial hardware breakdown
02 · The node
  • Raspberry Pi 5 + Hailo-8L — 13 TOPS of AI compute on the pole
  • Camera-agnostic CCTV + 30 W smart LED lamp
  • Rainproof enclosure, active cooling, modular DIN-rail layout
  • Gigabit PoE switch, sensor board for health telemetry

View the full poster

Get started

Bring SENTRI to your city
or industrial estate.

Book a live demo — watch an alert travel from camera to command center in seconds, then talk through which detection modules fit your area.

Request a demo

taufiqrmadhana@gmail.com