Reports with Generative AI

The Insights tab is where historical data meets AI analysis. Instead of exporting CSV files or building custom notebooks, the idea is to surface patterns directly through natural-language prompts.

As a starting point, check out the Custom GPT for my solar data from 2023. Prompts like these are a useful baseline:

  • Plot the daily solar production.
  • What are the top 10 days with the highest daily solar production? Present the data in a sorted table.
  • Calculate the charging cycles per month. The battery capacity is 13.5 kWh.
  • Create a bar diagram with the solar production per month.
  • How often was the daily solar production for 2 or more consecutive days below 20 kWh? Create a table with the first day and number of consecutive days afterwards.
  • Can you find out when it was snowing in 2023?

What This Enables

The reporting layer combines raw telemetry, forecasts, and natural-language analysis. No CSV exports or custom notebooks required. The Custom GPT is a working proof of concept built on 2023 solar data.

Back to the PowerBeat overview, or explore PowerNight, the production tool that puts these energy ideas into practice.