The Query Decomposer

When your problem statement hits the engine, this agent acts as the architectural brain. It uses semantic parsing to dissect your core business query into discrete, manageable analytical sub-tasks. It maps the exact data points required and dynamically routes these data streams into specific computational pipelines.

The Formula Selector

Acting as the logic layer, this agent evaluates the routed data and intelligently instantiates the most potent statistical models (e.g., multivariate regressions, Bayesian significance tests, sentiment variance models). It guarantees that the right mathematical formula is aggressively applied to the exact right sub-task for maximum correlation discovery.

Secure Sandbox Execution

With the methodologies locked in, the heavy lifting begins. The selected analytical models crunch the raw data inside an airtight, isolated sandbox environment. This guarantees rapid, high-volume computation while maintaining zero-trust data privacy and absolute model fidelity.

The Synthesizer

The final agent aggregates the fragmented statistical outputs from the sandbox. It translates raw, complex mathematical matrices into a crystal-clear, strategic business narrative, highlighting the exact insights and pivot points your leadership team needs to make the next big move.