Agent Accessible Forecast Explanation And Diagnostics

via “agent-accessible forecast explanation and diagnostics”

** - Predict anything with Chronulus AI forecasting and prediction agents.

Unique: Exposes forecasting model diagnostics and explanations as first-class MCP tools, allowing agents to introspect model behavior and understand prediction drivers; implements model-agnostic explanation techniques (SHAP, decomposition) alongside model-specific diagnostics (residual analysis, stationarity tests).

vs others: Enables agents to self-diagnose forecasting issues without human intervention, and provides explainability required for regulated use cases; more comprehensive than simple confidence intervals because it exposes underlying model behavior and data quality issues.