A workflow explanation by Jayson Bautista · Original robot guide: Dennice
Read the complete transcript
The question: Let’s follow metrics reporting through the source diagram.
The challenge: A diagram shows the connections, but not every configuration or runtime result.
Our route: Therefore, we’ll trace the visible steps and finish with the evidence limits.
Query the data: A Schedule Trigger starts the workflow.
Query the data: Two PostgreSQL query nodes run in sequence.
Query the data: The query text and database schema are not visible.
Calculate metrics: A Metrics Calculator code node follows the queries.
Calculate metrics: The node name indicates a calculation stage.
Calculate metrics: Specific formulas and metric definitions cannot be inferred from the image.
Prepare the report: An AI Agent connects to a Gemini model.
Prepare the report: A Parser code node follows the agent.
Prepare the report: The screenshot does not expose the report prompt or output format.
Deliver & log: A Gmail send-message node follows parsing.
Deliver & log: Append Row in Google Sheets is the final visible step.
Deliver & log: The image shows the configured sequence, not delivery results.
Validate the inputs: The case study is grounded in the screenshot's node connections.
Validate the inputs: No revenue figure, reporting accuracy or measured result is claimed.
Validate the inputs: Query correctness and calculation tests remain important pre-use checks.
Recap: start: A Schedule Trigger starts the workflow.
Recap: process: A Metrics Calculator code node follows the queries.
Recap: route: An AI Agent connects to a Gemini model.
Recap: output: A Gmail send-message node follows parsing.
Evidence boundary: The supplied screenshots show architecture. They do not verify production outcomes.
Takeaway: Follow the connections, inspect the source, and validate configuration before operational use.
Source: local automation7 screenshot. This film explains visible node connections; prompts, credentials and execution results are not supplied. Robot and props are explanatory illustrations. Back to the case study.