Real-World Saves

Alarm Cases Caught by AVIAN

Real alarm videos from AVIAN deployments. Each case shows how continuous thermal monitoring helped a team catch abnormal heat, fire risk, or equipment failure before the event escalated.

Estimated damage avoided

$23M+

Last 6 months of documented incidents

Conservative planning estimates, not guaranteed outcomes.

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YouTube thumbnail for the AVIAN alarm case Clear Vision, Fast Response: Bi-Spectrum AI Catches Planer Fire
$1M+ avoided
May 10, 2026

Bi-Spectrum Thermal Camera Catches Planer Fire

A highspeed planer developed a friction fire near the cutting heads. In dusty, vibrating planer environments, operators need more than a heat alarm. They need to understand exactly where the danger is. AVIAN's bispect...

Alarm CaseFire PreventionThermal MonitoringPredictive Maintenance
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YouTube thumbnail for the AVIAN alarm case From Hot Spot to Shutdown: How PLC Integration Stopped a Planer Fire
$500K+ avoided
May 10, 2026

PLC Integration Stopped a Planer Fire

A planer developed an intense hot spot from mechanical friction. AVIAN detected the temperature spike early and, through PLC integration, shut the machine down before the event could spread through the planer or dust ...

Alarm CaseFire PreventionThermal MonitoringPredictive Maintenance
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YouTube thumbnail for the AVIAN alarm case Preventing the Failure: Identifying Machine Setup Errors with AI
$100K+ avoided
May 10, 2026

AI Thermal Monitoring Catches Planer Setup Errors

A planer restarted with an incorrect setup. As material entered the machine, friction rose quickly enough to threaten equipment damage, product quality, and fire risk. AVIAN flagged the heat pattern before the run bec...

Alarm CaseFire PreventionThermal MonitoringPredictive Maintenance
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YouTube thumbnail for the AVIAN alarm case The 2-Minute Save: Stopping an Electrical Fire on a Multi-Million Dollar Machine
$2.5M+ avoided
May 10, 2026

Electrical Fire Detection for Industrial Machines

Electrical fires are dangerous because they often start where operators cannot see them: inside wiring, control panels, motors, or crowded machine spaces. In this alarm case, a fault ignited beside a highvalue product...

Alarm CaseFire PreventionThermal MonitoringPredictive Maintenance
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YouTube thumbnail for the AVIAN alarm case Redundant Protection: Dual-Camera Detection Stops a Frame Saw Blaze
$500K+ avoided
Apr 12, 2026

Dual-Camera Thermal Detection for Frame Saw Fires

A frame saw developed a severe friction event and began producing smoke from beneath the carriage. AVIAN caught the event from two camera angles, giving the team a faster and more confident alarm in a machine area whe...

Alarm CaseFire PreventionThermal MonitoringPredictive Maintenance
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YouTube thumbnail for the AVIAN alarm case Midnight Explosion: How AVIAN Saved an Unmanned Facility
$10M+ avoided
Apr 10, 2026

24/7 Thermal Monitoring Catches Unmanned Explosion

A pelletizing process failed during an unmanned period and produced a highenergy explosion. AVIAN detected the thermal event immediately and alerted the offsite team before the fire could spread unnoticed.

Alarm CaseFire PreventionThermal MonitoringPredictive Maintenance
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YouTube thumbnail for the AVIAN alarm case Belt Slip Disaster Averted: AI Monitoring for High-Power Gang Saws
$250K+ avoided
Mar 20, 2026

Thermal Monitoring Detects Gang Saw Belt Slip

A primary drive belt on a highproduction gang saw lost traction and began generating heat fast. AVIAN detected the friction pattern early enough for the team to shut the machine down before the belt became an ignition...

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YouTube thumbnail for the AVIAN alarm case Frame Saw Fire: Catching High-Speed Friction Before It’s Too Late
$500K+ avoided
Mar 15, 2026

Frame Saw Fire Detection with Thermal Monitoring

A frame saw struck a foreign object and generated intense friction. Smoke built quickly, but AVIAN detected the thermal anomaly fast enough for the operator to shut the machine down before the event became a larger fire.

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YouTube thumbnail for the AVIAN alarm case Lithium-Ion Battery Fires: How AI Prevents Total Facility Loss
$1M+ avoided
Mar 12, 2026

Lithium-Ion Battery Fire Detection for Recycling

A lithiumion battery failed on a recycling conveyor and produced a highenergy thermal event. AVIAN detected the extreme heat immediately, giving the operator time to stop the belt and respond before the surrounding wa...

Alarm CaseFire PreventionThermal MonitoringPredictive Maintenance
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YouTube thumbnail for the AVIAN alarm case Molten Lithium on the Belt: Stopping a Recycling Center Fire
$1M+ avoided
Mar 10, 2026

Molten Lithium Fire Detection on Recycling Belts

A hidden lithiumion battery failed on a recycling conveyor and sprayed molten material across the belt. AVIAN detected the flash of heat immediately, giving the operator time to respond before the fire could spread in...

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YouTube thumbnail for the AVIAN alarm case Catching Sparking Planers Before the Fire Spreads
$100K+ avoided
Feb 15, 2026

Planer Spark Detection with Thermal Monitoring

A highspeed planer began throwing sparks when worn cutting heads started rubbing metal on metal. AVIAN detected the thermal signatures immediately and alerted the crew before the sparks turned into a larger fire.

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YouTube thumbnail for the AVIAN alarm case AVIAN Thermal Detection Saved a Pallet Notcher
$100K+ avoided
Feb 12, 2026

Pallet Notcher Fire Prevention with Thermal Monitoring

A pallet notcher backed up during production, creating enough friction to make the machine smoke rapidly. AVIAN detected the abnormal thermal pattern and helped stop the process before flames erupted.

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YouTube thumbnail for the AVIAN alarm case AI Thermal Imaging Saves Lumber Mill from Fire
$250K+ avoided
Feb 10, 2026

Thermal Monitoring Detects Lumber Mill Motor Sparks

A blower motor failed in a lumber mill boiler room and discharged sparks during operation. AVIAN detected the thermal anomaly immediately and alerted the crew before the sparks could ignite surrounding wood byproducts.

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YouTube thumbnail for the AVIAN alarm case Lithium-ion battery fire detected (No Damage!)
$500K+ avoided
Jan 15, 2026

Lithium-Ion Battery Fire Detected with No Damage

A lithiumion battery entered thermal runaway in a recycling operation. AVIAN detected the heat event, alerted the customer immediately, and triggered the deluge system through PLC integration.

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YouTube thumbnail for the AVIAN alarm case Roller fire detected by AVIAN
$100K+ avoided
Jan 10, 2026

Planer Roller Fire Risk Detected by Thermal Monitoring

Incorrect roll pressure on a planer created excess friction during production. AVIAN alerted the customer immediately, giving the team time to correct the setup before the issue became downtime, breakdown, or fire.

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YouTube thumbnail for the AVIAN alarm case Stuck boards lead to major smoke (fire avoided!)
$250K+ avoided
Jan 6, 2026

Planer Jam Fire Prevention with PLC Shutdown

Boards jammed inside a planer and began producing heavy smoke from friction. AVIAN recognized the abnormal heat pattern and triggered a PLC shutdown before the event became a fire.

Alarm CaseFire PreventionThermal MonitoringPredictive Maintenance
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YouTube thumbnail for the AVIAN alarm case Smoldering Ember detected by AVIAN Thermal Cameras
$500K+ avoided
Dec 8, 2025

Smoldering Ember Detected by Thermal Cameras

During maintenance on an upper level, a hot chip from welding fell into a basement area near hydraulic pumps and compressors. AVIAN detected the ember before it could smolder unnoticed.

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YouTube thumbnail for the AVIAN alarm case Waste backup causes major sparks! (Caught by AVIAN Camera)
$250K+ avoided
Dec 4, 2025

Waste Conveyor Spark Detection in Lumber Mills

A waste extraction system backed up and pushed a large offcut into a hydraulic pump area, causing a major spark from a broken electrical contact. AVIAN had visibility in an area with almost no routine traffic.

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YouTube thumbnail for the AVIAN alarm case Watch AVIAN detect a fire on a dust collector
$500K+ avoided
Nov 28, 2025

Dust Collector Fire Detected by Thermal Monitoring

An auxiliary blower failed catastrophically and shed hot bearing material into the baghouse. AVIAN detected the bearing failure more than an hour before the baghouse caught fire.

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YouTube thumbnail for the AVIAN alarm case Watch AVIAN prevent a multi-million dollar machine from burning to the ground
$2.5M+ avoided
Nov 25, 2025

Planer Fire Prevention for Multi-Million Dollar Machines

A wood planer fire started from the kind of highfriction condition that can ignite oil and dry material. AVIAN detected the event, triggered sprinklers, and helped prevent downtime on a multimillion dollar machine.

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YouTube thumbnail for the AVIAN alarm case AVIAN prevents high dollar failure by early detection of smoking motor
$250K+ avoided
Nov 22, 2025

Smoking Motor Detected Before Production Shutdown

A critical motor began failing in a way that could have stopped the operation and created fire risk. AVIAN alerted the team before the failure forced a shutdown.

Alarm CaseFire PreventionThermal MonitoringPredictive Maintenance
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YouTube thumbnail for the AVIAN alarm case Watch AVIAN detect a failing motor before it starts on fire
$100K+ avoided
Nov 20, 2025

Overheating Motor Detection with Thermal Monitoring

A motor began running hot enough to indicate failure risk. AVIAN detected the abnormal temperature behavior and shut the process down automatically through PLC integration.

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YouTube thumbnail for the AVIAN alarm case AVIAN detects improper machine setup, preventing damage
$100K+ avoided
Nov 18, 2025

Planer Setup Error Detected by Thermal Monitoring

Improper settings on a planing machine created excessive roll pressure on the outfeed. AVIAN detected the high temperatures and smoke before the setup problem caused damage or fire.

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