Analyst agents act as the high-code bridge for low-code users. By utilizing Reasoning Tiers (like o3), an Analyst agent can interpret a raw, messy dataset, generate the necessary Python/DAX code to clean it, and surface statistical anomalies (outliers) that would be invisible to standard agents. It doesn't just 'read' data—it understands its distribution.
Analysts provide a 'Reasoning Log' that users can expand to see the mathematical steps taken. This is essential for financial auditing, as it allows a human controller to verify that the agent didn't simply hallucinate a trend but actually performed a valid regression or aggregate analysis.