Master Employee Shift Scheduling with AI: A Technical Guide to Timefold Software
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- čas přidán 8. 11. 2023
- In this video we showcase how Timefold's robust constraint-based solver can be seamlessly integrated into your existing software systems, empowering you to automate and optimize shift planning for a workforce. Whether you're a developer or a tech-savvy manager, you'll find valuable insights on enhancing your operational efficiency. Solve your employee shift planning problem with Timefold.
Generate the optimal schedule with Timefold.
🌐 Learn more about Timefold: timefold.ai/
📥 Get started with our Quickstarts: github.com/TimefoldAI/timefol...
🤝 Join the Timefold community on Stack Overflow: stackoverflow.com/questions/t...
😺 Visit our Timefold Solver Community Edition GitHub repository: github.com/timefoldai/timefol... - Věda a technologie
This is truly surprising, but I have a question: Can Timefold run on a standalone machine without internet access?
Yes, we support airgapped installations.
Is it possible to schedule the times with extra conditions. Like a real time weather forecast? So if like its sunny ill need more people working because we expect more customers?
You would do that by creating more shifts in the input to the shift schedule solver.
You'll probably need continuous planning or real-time planing (see our other videos), because many industries have a publish notice of 4 to 6 weeks and weather is the weather forecast is only 2 weeks. So you'd schedule the baseline shifts 4-6 weeks in advance and then add in extra shifts due to weather forecast a few days in advance.
And one level higher than that is doing virtual assignments in the schedule that only activate 2 days in advance if and only if the weather will be good. This way, you don't paint yourself in a corner with the baseline schedule.
Do we have full support for Kotlin + Springboot? We have a use case and tried the POC in java and works well. We are planning to go with Kotlin + Springboot?
Yes, full support for Kotin + Spring Boot. In the timefold-quickstarts repo, take a look at the folder technology, you'll find a kotlin quickstart and a spring boot quickstarts there. Enjoy!
@@GeoffreyDeSmetThanks for the prompt reply.. this helps a lot!
Can I use it for a hotel operation?
Absolutely. You can tailor it to employee shift scheduling for hotels, or create a new Timefold model to deal with guest to room scheduling in hotels (similar to the hospital bed planning example in Timefold).
Can a constraint be added so that every employee works for an equal number of hours? (Or atleast a similar number of hours)
Hi! Yes, there's a fairness constraint that handles this very specific use case. Our tennis club example shows how to do fairness. timefold.ai/docs/timefold-solver/latest/use-cases-and-examples/tennis-scheduling/tennis-scheduling
@@timefold Link doesn't work (404)
Hard to bring this up to my boss and claim the company can save money using ai when you hide the pricing behind a contact form.