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AI Analyst

The AI analyst answers questions about a crate's readings in plain English. It finds anomalies, explains changes, draws charts, and shows the SQL it ran.


Ask a question​

Step 1: Open the AI analyst

Tap AI analyst in the app's menu, or Ask AI on a crate to open it on that crate.

Step 2: Pick a crate

Choose the crate from the list at the top. The analyst looks at one crate at a time.

Step 3: Ask

Type your question and press send, or tap a suggestion like Show anomalies today. The answer streams in as it's written.

You can ask follow-ups: the analyst remembers earlier questions about the same crate. Clear empties the conversation on your screen.


What to ask​

  • "What did greenhouse-1 send in the last hour?"
  • "Show anomalies today"
  • "Plot temperature vs humidity"
  • "Explain the drop at 2 PM"
  • "Is the battery on sensor-4 trending down? When will it reach 3.3?"

It can look for anomalies, trends and forecasts, compare metrics, find correlations, run regressions and clustering, and describe how values are spread.


Charts and SQL​

Charts appear in the answer. Tap one to open it full size in a new tab.

SQL: under answers that ran queries, open SQL to see each query, and tap Copy SQL to reuse it, for example in a Grafana panel.

The analyst can only read your data. It can't change or delete anything.


Limits​

FreeMaker
Questions a day, per crate1020

Each answer can take up to 2 minutes. If it takes longer, it stops with a message.