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Business Registration. No 286-88-02459   CEO. Sunghoon Bae, Jihyun Yoon   Call. 02-6959-0966   Email. willog.info@willog.io

Business Registration. No 286-88-02459

CEO. Sunghoon Bae, Jihyun Yoon

Call. 02-6959-0966   Email. willog.info@willog.io

HQ. 06158 Willog, 9F, 507, Samseong-ro, Gangnam-gu, Seoul, Korea

USA. 19700 S. Vermont Ave, Suite 200, Torrance, CA 90502

Asia. 1 Finlayson Green Rd, #18-01, Singapore 049246

Japan. 15F, 1-17-1 Toranomon, Minato-ku, Tokyo 105-6415

Space Condition Diagnosis

Invisible environmental risk — AI finds it first.

AI continuously senses temperature and humidity across every zone in your warehouse, enabling early detection of anomalies while automatically calculating Environmental Stability Score (ESS), Anomaly Risk Score (ARS), and Action Priority Score (APS) by floor, zone, and precise location.

Request a Free Demo
Audit #SEA-904 status in signal-blind zones.
Device sensors detect...

Temperature Threshold Exceeded

Updated 5 min ago

Warning
Device S/NVC1127841
Event LocationArea 1-A
Temperature64.3℉
Duration25min
Space Condition Diagnosis

Invisible environmental risk — AI finds it first.

AI continuously senses temperature and humidity across every zone in your warehouse, enabling early detection of anomalies while automatically calculating Environmental Stability Score (ESS), Anomaly Risk Score (ARS), and Action Priority Score (APS) by floor, zone, and precise location.

Request a Free Demo
Audit #SEA-904 status in signal-blind zones.
Device sensors detect...

Temperature Threshold Exceeded

Updated 5 min ago

Warning
Device S/NVC1127841
Event LocationArea 1-A
Temperature64.3℉
Duration25min

Unknown environmental risk,

leads to losses and inaccurate decisions.

Temperature Drift Detected Too Late

Frozen warehouse rose to -15°C, but no one knew until a manual check — products already discarded.

Per-Zone Environmental Variance Unmanaged

Temperature differences across zones in the same warehouse. Hard to judge which zone is more at risk.

Recurring Anomaly Patterns

Recurring temperature surges at certain times of day. Patterns are visible, but causes are hard to pinpoint.

Unclear Response Priority

When alarms fire simultaneously in multiple zones, there is no criterion for which to address first.

Unknown environmental risk,

leads to losses and inaccurate decisions.

Temperature Drift Detected Too Late

Frozen warehouse rose to -15°C, but no one knew until a manual check — products already discarded.

Per-Zone Environmental Variance Unmanaged

Temperature differences across zones in the same warehouse. Hard to judge which zone is more at risk.

Recurring Anomaly Patterns

Recurring temperature surges at certain times of day. Patterns are visible, but causes are hard to pinpoint.

Unclear Response Priority

When alarms fire simultaneously in multiple zones, there is no criterion for which to address first.

The mechanism

How it works: AI analyzes spatial data and auto-identifies high-risk zones

How it works: AI analyzes spatial data and auto-identifies high-risk zones

Step 01

Spatial Data Collection

Installing IoT sensors across key warehouse zones to collect real-time temperature and humidity data, with immediate assessment of any threshold exceedances.

Step 02

AI-Powered Scoring

Analyzing collected data with AI to automatically calculate three scores: Environmental Stability Score (ESS), Anomaly Risk Score (ARS), and Action Priority Score (APS).

Step 03

High-Risk Zone Identification

Automatically detecting high-risk zones with AI and recommending concrete response scenarios.

Step 04

Actionable Insights Delivery

Enabling early detection of anomalies before issues arise, while improving on-site management efficiency through actionable response guides and long-term pattern analysis.

Step 01

Spatial Data Collection

Installing IoT sensors across key warehouse zones to collect real-time temperature and humidity data, with immediate assessment of any threshold exceedances.

Step 02

AI-Powered Scoring

Analyzing collected data with AI to automatically calculate three scores: Environmental Stability Score (ESS), Anomaly Risk Score (ARS), and Action Priority Score (APS).

Step 03

High-Risk Zone Identification

Automatically detecting high-risk zones with AI and recommending concrete response scenarios.

Step 04

Actionable Insights Delivery

Enabling early detection of anomalies before issues arise, while improving on-site management efficiency through actionable response guides and long-term pattern analysis.

Reducing Product Disposal Rates Through Risk Score-Based Optimal Storage Placement

Without Willog Intelligence

Temperature checked by manual visual inspection
Zone A temperature: 25°C (threshold compliance unclear)
Vaccine storage location: determined by manager's subjective judgment
Outcome: Vaccine disposal and financial loss due to temperature exceedance

With Willog Intelligence Warehouse Condition Diagnosis

Automatic analysis of the past 30 days of data
Zone-by-zone ESS comparison to clearly identify storage zones with the highest temperature stability
AI recommendation: "Zone A unsuitable for vaccines — immediate relocation to Zone B advised"
Outcome: Proactive response to temperature exceedance prevents vaccine disposal and eliminates associated losses

Reducing Product Disposal Rates Through Risk Score-Based Optimal Storage Placement

Without Willog Intelligence

Temperature checked by manual visual inspection
Zone A temperature: 25°C (threshold compliance unclear)
Vaccine storage location: determined by manager's subjective judgment
Outcome: Vaccine disposal and financial loss due to temperature exceedance

With Willog Intelligence Warehouse Condition Diagnosis

Automatic analysis of the past 30 days of data
Zone-by-zone ESS comparison to clearly identify storage zones with the highest temperature stability
AI recommendation: "Zone A unsuitable for vaccines — immediate relocation to Zone B advised"
Outcome: Proactive response to temperature exceedance prevents vaccine disposal and eliminates associated losses

Space Condition Improvement Cases

Frozen Food Logistics Center
Frozen-Food Logistics Center

Frozen Food Logistics Center

Preventing warehouse temperature exceedance incidents and associated losses through AI-powered temperature detection and instant alerts.

Bio & Pharma Logistics Center
Pharmaceutical Logistics Center

Bio & Pharma Logistics Center

Minimizing disposal risks by recommending optimal storage zones for sensitive products through AI ESS analysis.

Multi-Floor Logistics Center
Multi-Floor Logistics Center

Multi-Floor Logistics Center

Diagnosing the root causes of high-risk zones and recommending storage environment improvements through floor-by-floor temperature and ESS analysis.

Frozen Food Logistics Center
Frozen-Food Logistics Center

Frozen Food Logistics Center

Preventing warehouse temperature exceedance incidents and associated losses through AI-powered temperature detection and instant alerts.

Bio & Pharma Logistics Center
Pharmaceutical Logistics Center

Bio & Pharma Logistics Center

Minimizing disposal risks by recommending optimal storage zones for sensitive products through AI ESS analysis.

Multi-Floor Logistics Center
Multi-Floor Logistics Center

Multi-Floor Logistics Center

Diagnosing the root causes of high-risk zones and recommending storage environment improvements through floor-by-floor temperature and ESS analysis.

Frozen Food Logistics Center
Frozen-Food Logistics Center

Frozen Food Logistics Center

Preventing warehouse temperature exceedance incidents and associated losses through AI-powered temperature detection and instant alerts.

Bio & Pharma Logistics Center
Pharmaceutical Logistics Center

Bio & Pharma Logistics Center

Minimizing disposal risks by recommending optimal storage zones for sensitive products through AI ESS analysis.

Multi-Floor Logistics Center
Multi-Floor Logistics Center

Multi-Floor Logistics Center

Diagnosing the root causes of high-risk zones and recommending storage environment improvements through floor-by-floor temperature and ESS analysis.

In your warehouse, which zone is most at risk right now?

In your warehouse, which zone is most at risk right now?

Space Condition Diagnosis senses the entire space and auto-locates high-risk zones.

Space Condition Diagnosis senses the entire space and auto-locates high-risk zones.

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