Fire & Smoke Detection
Early visual fire alerts from camera feeds in open factory bays or warehouse spaces where traditional physical sensors fail or react too late.
Proactive Risk Mitigation
Transform standard cameras into an active safety net, verifying compliance and protecting lives.
PPE Compliance Detection
Automatically monitor for helmets, vests, and safety glasses.
Improvement: Near-100% policy adherence.
Fall & Man-Down Detection
Instant alert if an employee falls or remains immobile in hazards.
Improvement: Drastically cut response time.
Fire & Smoke Detection
Visual fire indicators from cameras in high-ceiling facilities.
Improvement: Visual alert within 3 seconds.
Pedestrian-Vehicle Proximity
Detects proximity events between workers and moving machinery.
Improvement: Eliminate blind-spot collisions.

Fire Detection Digital Center
Continuously evaluate visual camera frames for flame or smoke. Edge-inference models parse textures, expansion velocity, and visual shapes, bypassing physical thermal lag.

Smoke Plume Spotted — Zone 4 Chemical Staging
Early smoke plume classified rising from pallet storage. Visual alert dispatched to site supervisor terminal for verification.
Detection-to-Response Workflow
Follow the automated security lifecycle from visual frame ingest to early flame spotting, false positive filter checks, and sprinkler solenoid relays.
Feed Ingestion
RTSP stream capture
Auto-ingest low-latency network streams from high-ceiling bays and storage yards in real time.
What happens in this step
- Ingest 1080p RTSP camera streams at 30 FPS under low latency
- Monitor stream connection health loops to prevent frame gaps
- Apply local frame buffering to buffer feed frames for analysis
- Keep camera streams safe using encrypted secure transport keys
System functions activated
Supported Detection Environments
Deploy early visual fire alerts across complex facility layouts, open industrial yards, and critical data centers.
High-Ceiling Bays
Monitor visual smoke plumes in tall factory structures instantly, bypassing standard sensor thermal lag.
Outdoor Storage Yards
Watch staging yards or open recycling areas where physical ceiling detectors cannot be installed.
Chemical & Hazmat Staging
Early spark spotting in chemical storage rooms. Detect visual signs of chemical combustion.
Server Infrastructure
Constant watch over high-density rack areas. Spot cable spark sparks before smoke propagation.
Connected Fire Safety Stack
Eliminate response gaps. Bind visual fire warnings directly with physical panel boards, sprinkler valves, HVAC systems, and dispatcher networks.
Fire Alarm Control Panels
Push visual alert signal spikes directly to central fire alarm panels (FACP) via relay modules.
Sprinkler Solenoids
Integrate camera triggers with physical sprinkler control systems or gas suppression valves.
Building Management (BMS)
Sync alarm codes to central building dashboards. Auto-shutdown HVAC ventilation to contain smoke.
EAS Emergency Dispatch
Broadcast verified alerts, snapshots, and stream coordinates directly to plant responders and dispatches.
Numbers from real engagements.
Flags visual triggers immediately upon ignition.
Avoids false positives from steam, dust, or welding arcs.
Provides visual safety net over critical materials.
Built for teams that need this to just work.
Who this is for
- Industrial plants, chemical warehouses, and server farms requiring early fire warning.
- Open-air yards or recycling centers where ceiling-mounted smoke detectors cannot be installed.
- High-ceiling facilities where physical smoke takes minutes to reach standard sensors.
A full-stack capability - not a job title.
Every engagement is led by senior practitioners. You meet them in the pitch; they ship the work.
Visual Flame Spotting
Detects active combustion and sparks before heat or smoke reaches physical ceiling sensors.
Smoke Plume Tracking
Identifies early smoke plumes rising from materials, even outdoors or in high-ceiling structures.
Automated Relays
Send signals directly to fire alarm control panels or local sprinkler solenoids.
A repeatable path, every time.
Feasibility Review
Check overhead camera angles, lighting conditions, and obstructions.
Relay Setup
Connect AI alerts to physical sprinkler systems or plant alarms via relay modules.
Calibration
Run test burns or simulation tests to tune parameters.
Industrial technology your operation can rely on.
We combine industrial data, connected workflows, and secure integrations to make this solution practical for real plant operations.
Edge Inference
Local model execution
Object Tracking
Spatiotemporal tracking
Stream Management
Low-latency ingestion
Model Training
Proprietary datasets
The questions we hear most.
Will steam or dust trigger false alarms?+
No. The model is trained on heat movement and visual textures to filter out steam, dust, and vehicle exhaust.
Does it replace standard fire alarms?+
No. It serves as an early visual warning system, supplementing your primary fire alarm compliance hardware.
Most engagements span more than one practice.
Free consultation
Turn Your Vision
Into Reality
Ready to scope this in detail?
A 30-minute call with a senior engineer. No sales theatre — just a real assessment of fit, scope, and timeline.



