They are currently thinking of doing a bigger project on the controller. We would like to greatly improve the auto-allocation functionality even by adding an artificial intelligence that knows when and to whom it should assign each order at any time.
I have a delivery platform developed in yii framework and the auto-assign function already exists, what we want is to improve that function with an artificial intelligence so that it knows who should assign the orders, depending on the driver's route, the number of orders that carries....
What do we need? Apply an AI system with all the data provided by our system, in order to optimize logistics operations and obtain relevant data such as tastes by areas, best-selling meals, customers who have not asked for a long time to send them a coupon, customers who ask a lot to send them a Reward coupon, motorcyclists' performance, off-peak hours ... anyway, I'll just give you some examples.
OPTIMIZATION OF LOGISTICS OPERATIONS: right now when a business receives an order, it sets an estimated preparation time and the traffic manager must take it into account when assigning the order to a rider to optimize their routes, which is vital in our company. My idea is that the ALLOCATION of orders to motorists is automatic, based on many variables (position of the motorist, the business, the client, estimated preparation time, orders that have already been assigned, current route, etc ...). This AI should be learning from the data to even be able to estimate how many delivery people I need on that day at that time, automatic realization of schedules, etc.
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