How can I plan product inventory forecasting for seasonal demand using Jira?

[Bullion Detectors]

I am trying to build a better inventory forecasting and demand planning workflow inside Jira or Jira Advanced Roadmaps.

My business deals with hardware products including metal and gold detectors. Our demand changes seasonally based on weather, tourism cycles, and regional demand spikes.

I want to create a process in Jira that helps with:

1. Tracking incoming and outgoing product batches

2. Creating forecasting timelines

3. Aligning supplier lead times with actual sales cycles

4. Automating reminders when stock drops below a threshold

5. Visualizing future stock availability in a timeline view

I am also open to using Jira automations or marketplace apps if needed.

For context, here is our business website: Bullion Gold Detectors 

Has anyone built a similar setup or can recommend the best approach or tools to manage inventory forecasting and planning in Jira?

Thanks in advance.