Can we automate a time series forecasting solution using Agents and LLM?

The problem is to make a robust forecasting model using agentic AI, which will have the capability to generate real time forecast of call volume for a call center and help in making capacity planning and budgeting.

Sure, you can use custom tools with existing libraries like prophet that the agents use to make forecast and then make capacity planning.