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Willog Intelligence
Transform logistics data into strategic insights.
Leverage our AI algorithm to gain specialized insights across all areas of your logistics.
AI-driven insights for proactive decisions.
By analyzing a wide range of contextual data, from seasonal variations and location to transportation environment and environmental conditions, our AI enables accurate causal analysis, predictive decision-making, and proactive risk mitigation.
Accurate root cause analysis through integrated data.
  • Contextual understanding: By merging cargo data (temperature, humidity, impact, tilt, light) with environmental data (weather, season), we accurately determine the reasons behind abnormal events.
  • Frequency analysis: Assess risk levels by analyzing how often specific events occur within defined areas.
Prevent issues before they occur with predictive insights.
  • Predictive deviation analysis: Utilize pattern recognition to anticipate when specific conditions are likely to fall outside acceptable limits.
  • Preemptive risk management: Predict a range of risks throughout your logistics lifecycle, allowing for proactive preparation before implementation.
Drive efficiency with data-optimized logistics.
  • Data-driven operational excellence: Analyze your operational workflows to develop strategies for optimization, including layout, cargo relocation, and process improvements.
  • Intelligent route planning: Suggest optimal alternative routes that avoid dangerous zones in your transportation network.
Applications
Multimodal Shipping
  • Achieve seamless connectivity and complete visibility.
  • Empower immediate responses with real-time alerts.
  • Mitigate risks with intelligent root cause analysis and prediction.
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Warehouse
  • Monitor warehouse conditions in real-time.
  • Respond immediately to any unexpected events.
  • Gain detailed insights into your warehouse environment.
  • Develop strategies to optimize warehouse space utilization.
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Inland Trucking
  • Gain real-time insights into refrigerated truck conditions.
  • Secure highly reliable temperature and humidity data.
  • Accurately identify underlying issues and determine responsibility.
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BioPharma Cold Chain
  • Ensure full regulatory compliance across biological products, GMP, GxP, and more.
  • Provide flexible options designed to fit your unique requirements.
  • Manage processes effectively through intelligent automation.
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Discover our IoT-powered logistics intelligence today.
Unlock optimized logistics with our tailored consulting process.
1
Start by identifying your logistics environment, business objectives, and potential for impact.
2
Define the data required and the methods for accurate measurement.
3
Set precise criteria for measuring and identifying abnormal situations.
4
Create integrated workflows that align with your logistics processes.
5
Build a clear data framework to deliver meaningful and actionable insights.
Willog Co., Ltd   |  Business license number : 286-88-02459  |  Representative : Sunghoon Bae, Jihyun Yun
Seoul HQ  |  06158 Willog, 9F, JS Tower, 507, Samseong-ro, Gangnam-gu, Seoul, Republic of Korea
US Branch  |  3003 North First Street, San Jose, CA 95134, United States
Japan Branch  |  〒105-6415 東京都港区虎ノ門1丁目17番1号 虎ノ門ヒルズビジネスタワー 15階
Copyright © 2025 Willog Co., Ltd. All Rights Reserved.
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Willog - IoT-Powered Logistics Intelligence solution