Multi-Outlet Food Order Synchronization via Minimum Waiting Time Calculation
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Solution Overview
Problem
Existing food ordering systems fail to coordinate the delivery of multiple orders from separate venues, resulting in inconsistent timing and freshness of food items.
Innovation Solution
A computer-implemented method for collaborative and cognitive multi-outlet food order placement and recommendation, which calculates the minimum waiting time for delivery of a group of items from multiple outlets, derives order parameters based on past user patterns and outlet commitments, and generates recommendations to modify orders for synchronized delivery.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If multiple food orders are placed from separate outlets, then users can access diverse food options, but delivery timing becomes uncoordinated and food freshness deteriorates
Solution Approach 1:
The system merges multiple separate food orders from different outlets into a coordinated delivery group. It calculates minimum waiting times for all outlets to prepare and deliver their items simultaneously, ensuring that diverse food options are delivered together at the same time rather than separately, thus maintaining food freshness and coordination.
2Ease of operation
If food orders are placed without considering outlet commitments and past patterns, then order placement is simple, but delivery coordination and food freshness are compromised
Solution Approach 1:
The system performs preliminary calculations of minimum waiting times based on outlet commitments and past order patterns before the user places the final order. This allows the system to pre-determine the optimal timing for coordinated delivery, so when users place their order, the system already has the time coordination data needed to ensure fresh food delivery without requiring complex manual input from users.
3Reliability
If minimum waiting time is calculated based on all outlets' preparation times, then coordinated delivery is achieved, but the required waiting period increases
Solution Approach 1:
The system calculates the minimum waiting time by analyzing feedback from multiple sources: outlet commitments, past order patterns, and current order details. This feedback mechanism allows the system to determine the precise minimum waiting time needed for coordinated delivery, optimizing the balance between achieving synchronized delivery and minimizing unnecessary waiting periods.
Data Source
AI summary
Methods, systems, and computer program products for collaborative and cognitive multi-outlet food order placement and recommendation are provided herein. A computer-implemented method includes calculating a minimum waiting time required for delivery of a group of items from a multi-outlet food order to one or more users at approximately the same time, wherein the multi-outlet food order was submitted by the users via one or more user devices, and wherein the group of items belong to a shared food order category; deriving food order parameters based on (i) past order patterns attributed to the users, and (ii) existing commitments of outlets included in the multi-outlet food order; generating a recommendation for modifying the multi-outlet food order based on (i) the calculated minimum waiting time and (ii) the food order parameters; and outputting the recommendation to the one or more user devices.