Optimizing Routing & Scheduling Solutions


Optimizing schedules is hard. Custom algorithms that leverage ML and Mathematical Optimization can help make it easy.

Route Optimization is Being Revolutionized Thanks to AI

Route optimization is one of the most critical aspects of transportation planning as it ensures that deliveries always arrive on time and do so with the lowest possible cost and energy expenditure.

Staffing and scheduling optimization are crucial for many industries, significantly when the exact timing of high-volume activity can change based on complex factors. Augmenting the workforce and assets too early means diverting profit to unnecessary costs while waiting until high-volume demand is already underway, risking operating below capacity and decreasing customer satisfaction (e.g., if there are long wait times).

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    How does AI impact route optimization?

    Ensures faster delivery times

    If you’re a company looking to compete with Amazon and other big brands, you’re looking to offer fast shipping options. Route optimization is critical to ensuring that goods are delivered with the most efficiency. If your online business wants to compete, your shipping needs to be swift and cost-effective.

    Reveals new potential routes

    Constant route optimization ensures that companies are utilizing all available resources. A lot of fleets are still using truck routes that were set up years ago. But roads are different now—and the way people are driving on those roads is also different. It’s not enough to update your routing every decade, every year, or even every month. Route optimization only works if it happens on a consistent, near-daily basis.

    Saves time, and more importantly… money

    Less time spent on the road means less fuel expenditure, fewer driver paid hours and less demand on trucks. Even a one-hour reduction on the road can save hundreds of dollars every week.

    POTENTIAL ML + OPTIMIZATION SCHEDULING OPTIMIZATION USE CASES

    Our experts work with the latest in AR technology and software development practices to deliver state-of-the-art digital solutions.We offers end-to-end support throughout the development cycle as well as post sale support.

    Maintenance Bay Scheduling

    Schedules need to be developed for vehicles being backed into maintenance bays. An inventory of available parts, staff, and staff expertise need to be fused with information on the maintenance issues to sequence which vehicle should be given priority versus waiting in the lot.

    Transportation

    Many organizations own and manage large vehicle fleets. These organizations need to decide how to schedule the replacement of their vehicles over time while achieving low/no carbon emission goals that require an optimized schedule, not a feasible one.

    Healthcare Resource Scheduling

    With more foresight, hospitals can proactively adjust staffing levels or postpone less urgent scheduled surgeries that can involve ICU recovery time to open more ICU capacity and avoid a saturation event. In the following case study, Mosaic utilized ML to aid in resource allocation decisions.

    Food & Retail Weekly Staffing Scheduling

    Any food or retail store needs to create a weekly schedule, yet few turn to ML to assist. Operators need to deal with employee preferences, unpredicted call-outs, having enough staff with the right skillset mix to meet customer demand.

    Global Hotel Workforce Planning

    In the hotel industry, it is valuable for management to know ahead of time how many rooms will likely be occupied on any given day. Because the number of rooms booked affects resourcing demands and revenue, knowledge of booking trends can help hotel operators plan ahead.

    Loading Dock Staffing

    Companies across the board look for ways to streamline goods’ movement while minimizing cost and maximizing service levels. One such process ripe for an ML & mathematical optimization solution is loading cartons onto trucks on the outbound dock.

    DO YOU WANT TO KNOW ABOUT MAPQUEST ROUTE OPTIMIZATION?

    Contact us now for Optimizing Routing with Mapquest and AI consultation.

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