Contextual Task Recommendation System for Mobile Workforce Safety
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Solution Overview
Problem
Current training and communication methods for younger employees, relying on printed materials and supervision, are ineffective as they prefer mobile devices for information access, leading to potential accidents and compliance issues due to delayed or inaccessible information during critical situations.
Innovation Solution
A computer-implemented system that collects contextual data from sensors on mobile devices to provide contextually relevant task recommendations to employees, identifying their activities and qualifications, and notifies qualified peers for assistance if needed.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If printed training material and posted signs are used for training, then information is available to employees, but younger employees cannot access information quickly enough during critical situations
Solution Approach 1:
The patent replaces physical information delivery systems (printed materials, posted signs) with an electronic notification system that pushes information to mobile devices. This substitution enables instant delivery of safety information and task recommendations directly to employees' smartphones or tablets, eliminating the time delay associated with physical information sources and ensuring immediate access during critical situations.
Solution Approach 2:
The system introduces a mobile computing device as an intermediary between the information source and the employee. The notification system sends contextually relevant information through the mobile device, which acts as a mediator to deliver safety protocols, task recommendations, and alerts directly to the employee's hands, ensuring timely access without requiring the employee to search for physical materials.
2Adaptability or versatility
If virtual private network access is provided for company information, then employees can access documents online, but employees cannot access information immediately when needed during emergencies
Solution Approach 1:
The system performs preliminary actions by pre-configuring mobile devices with notification capabilities and pre-establishing communication channels between the notification system and employee devices. This preliminary setup ensures that when emergencies occur, information can be pushed instantly without requiring employees to log in, navigate networks, or search for documents, eliminating access delays during critical moments.
Solution Approach 2:
The patent replaces the traditional VPN-based information access system with a push notification system delivered through mobile devices. This substitution transforms information delivery from an on-demand retrieval process requiring authentication and navigation to an immediate push-based delivery system that provides instant access to safety information and task recommendations during emergencies.
3Reliability
If supervision is used to ensure proper task performance, then employee safety is maintained, but productivity decreases due to constant monitoring
Solution Approach 1:
The system enables self-service by providing employees with contextually relevant task recommendations and safety information directly on their mobile devices. Instead of requiring constant supervisor monitoring, employees receive guided instructions and safety protocols tailored to their current location and activity, allowing them to perform tasks correctly and safely independently, thereby maintaining safety while improving productivity.
Solution Approach 2:
The notification system implements feedback by monitoring employee location and activity data, then providing real-time contextual recommendations and safety information based on current conditions. This automated feedback loop replaces manual supervision, delivering targeted guidance only when and where needed, ensuring task safety without constant human oversight and maintaining high productivity levels.
4Loss of information
If comprehensive training materials are provided, then employees have access to detailed procedures, but employees may be unqualified to perform certain tasks despite having the information
Solution Approach 1:
The system applies local quality by providing different levels and types of information to different employees based on their qualifications, roles, and current context. Instead of giving all employees the same comprehensive training materials, the notification system delivers tailored task recommendations and safety information appropriate to each employee's skill level and specific situation, ensuring that qualified employees receive relevant guidance while preventing unqualified employees from attempting tasks beyond their capability.
Solution Approach 2:
The notification system dynamically changes information parameters based on employee qualifications and context. By monitoring employee profiles, current location, and activity data, the system adjusts the type, detail, and complexity of task recommendations provided, ensuring that information is both complete and appropriately matched to the employee's ability to execute the task safely.
Data Source
AI summary
A computer-implemented system and method for providing contextually relevant task recommendations to qualified users is provided. Contextual data for a user is collected via one more sensors associated with the user. An activity being performed by the user is determined based on the contextual data. The activity is compared with a profile of the user and a determination that the user is qualified to perform the activity is verified. The activity is monitored. At least one recommendation for performance of a step is identified during the activity and transmitted to at least one recipient including the user or another user.