Data-Driven Safety Enhancements for
Industrial Equipment
SOLUTION
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Safety Analytics
Framework
VERTICAL
Energy & Oil
TECH USED
DISC
AI/ML
Perceptivity
CORE THEMES
Hazard Detection
Predictive Safety
Safety Design
Enhancements
METRICS & KPIs
Reduction in Safety
Incidents
Improved Operational Uptime
Increased Employee
Satisfaction
CLIENT CHALLENGE
Our client, active in the mining safety products sector, approached us with a directive to uncover hidden insights & identify unknown opportunities. They collected extensive sensor data from their safety equipment but had not fully used its potential, leading to ongoing safety challenges in the rigorous mining environment. This crucial data for monitoring safe distances between personnel and machinery was underutilized leading to safety risks.
OUR SOLUTION
Bear Cognition’s Data Professionals developed an analytics framework focusing on proximity incidents to enhance overall safety. Our SwaS™ (Software with a Service) model enabled a collaborative partnership that allowed for the customization of our software to meet the client’s specific needs. This close collaboration helped utilize sensor data, transforming it into actionable intelligence for proactive safety measures.
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Predictive Modeling:  Using Time-Series Forecasting, we predict potential hazardous proximity events by analyzing trends and patterns over time. This model helps anticipate high-risk periods or situations based on historical data.
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Anomaly Detection: These models analyze sensor data to identify unexpected occurrences such as equipment found in restricted zones or personnel near hazardous areas during peak hours. Tailored to the unique demands of the mining environment, these models add to safety by detecting deviations from normal operational patterns, thereby providing immediate insights alongside our time-series forecasting efforts.
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Robust Data Infrastructure:  Our data infrastructure handles high volumes of real-time sensor data with high-performance ingestion, scalable storage, and integrated data lakes. It enables instant threat identification and automated alerts, prioritizing security and compliance, enhancing safety in mining operations.
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Safety Analytics Framework for Industrial Equipment: Our DISC System used AI/ML technologies to automate hazard detection and mitigation, significantly improving the client's ability to prevent accidents and enhance workplace safety.
RESULTS
The implementation of our analytics framework effectively utilized sensor data to enhance safety protocols, reducing immediate hazards and supporting long-term safety strategies in mining operations. Our collaboration with the client through our SwaS™ model ensured smooth integration of solutions into their existing systems, improving both adaptability and effectiveness.
TECHNOLOGY BEHIND THE SUCCESS
The backbone of this solution was Bear Cognition's DISC System, advanced AI/ML models, and the Perceptivity platform, which integrated and analyzed data, ensuring efficient data visualization and real-time monitoring, continuously refining safety measures and protocols.
TRANSFORM YOUR BUSINESS
Capitalize on our expertise to transform your data management and reporting processes, enabling faster decision-making and unlocking new growth opportunities.
ADDITIONAL USE CASES
RETAIL
Inventory
Optimization
Unify inventory data to improve stock accuracy and reduce overstock or stockout situations.
Promotion
Effectiveness
Analyze sales and marketing data to evaluate and optimize the impact of promotional campaigns.
LOGISTICS
Order Fulfillment
Efficiency
Combine shipping and warehouse data to streamline order fulfillment, ensuring timely delivery and reduced costs.
Fleet Performance
Monitoring
Monitor vehicle performance and route efficiency using fleet management data to optimize operations.
MANUFACTURING
Production Line
Optimization
Track machine utilization and output quality to enhance production line efficiency.
Supplier Performance
Evaluation
Assess supplier performance by integrating procurement and quality control data, ensuring consistent quality and timely delivery.
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