Question 1

What does Weekly Ops Report actually produce?

Accepted Answer

A four-sheet Excel workbook: Data Overview (metric dashboard), Trend Analysis (multi-week trends and insights), Anomaly Annotation (flagged values with root-cause candidates), and Operations Recommendations (ranked P0/P1/P2 actions).

Question 2

Do I need to connect my real data?

Accepted Answer

For the demo, no — the pipeline runs on documented simulated sources. For production you connect your own sources; inputs are processed to produce the report and are not retained as a dataset.

Question 3

Does it invent numbers?

Accepted Answer

No. Every metric in the report traces to a collected value. Anomaly explanations are labelled as candidates, not facts.

Question 4

What is the agent workflow?

Accepted Answer

Four specialised agents in sequence: Data Collection (pull metrics from sources), Data Cleaning (detect anomalies and missing values), Analysis (compute WoW/YoY, identify trends), Report (assemble the Excel workbook).

Question 5

Is there a free tier?

Accepted Answer

Yes — rule-based report generation with a fair-use daily cap. Model-assisted narrative insights are on paid plans.

Question 6

What language is supported?

Accepted Answer

Interface, prompts and report output are English (v1.x).

Question 7

Is my data stored?

Accepted Answer

Inputs are used only to produce your report. See the Privacy page for retention and your rights.

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