What does this Google Sheets automation do?
A daily read looks for outliers, and anything unusual becomes a task with the numbers attached.
What can you do with it?
- Catch a bad number before it reaches a report
- Get the outlier explained, not just highlighted
- Give the exception an owner and a due date
The Steps
This automation runs in 4 steps:
- When Schedule — Every day
- Then Google Sheets — Find Row(s)
- Then Taskade AI — Ask an agent ("Anomaly Watch")
- Then Loop over each outlier the agent flagged — Add Task
What makes this different from a Zapier-style flow?
The "Anomaly Watch" step is not a one-off model call. It is a Taskade AI agent that knows the normal range for every column in the sheet, remembers the outliers it has already raised, so every run builds on the last one instead of starting from an empty prompt.
A stateless "ask the model" step forgets everything the moment it returns. An agent keeps its knowledge and its memory between runs, carries its own tools, and can be handed work by your other automations.
Who is this automation for?
Built for finance, inventory, and ops teams. A daily read looks for outliers, and anything unusual becomes a task with the numbers attached.
How do you set it up?
- Open the "Automations" tab in your workspace.
- Click ➕ Add automation, then start from scratch.
- Add the trigger "Every day" from Schedule.
- Add the action "Find Row(s)" from Google Sheets.
- Add the action "Ask an agent" from Taskade AI. Point it at an agent called "Anomaly Watch".
- Add a Loop step: Loop over each outlier the agent flagged — Add Task.
- Connect your Google Sheets account when prompted, then enable the toggle in the top-right corner.
Prefer to describe it instead? Click Build this flow with AI above and Taskade wires the trigger, the steps, and the agent for you.