The Macro Eco AI Engine is an explainable AI decision-support framework designed to translate rapidly changing macroeconomic, geopolitical and market conditions into actionable portfolio intelligence. The Engine integrates AI-derived macro and news intelligence, market data, technical indicators and machine-learning forecasts with proprietary Macro Regime Pressure Index (MRPI) and Macro Distance Vector (MDV) analytics to identify regime changes, explain their underlying drivers and assess their implications across asset classes.

 

The Engine then connects macro-regime intelligence with ETF-level market signals and machine-learning forecasts to generate cross-asset rankings, allocation guidance and concise asset-manager decision outputs. Its Portfolio Transition Monitor is designed to identify emerging re-risk and de-risk conditions while requiring confirmation across forward signals, objective market behavior and macro conditions—providing an explainable bridge from macroeconomic change to portfolio action.

 

At the October 2026 STAC Summit in New York, AI-FIT LLC will demonstrate the Engine's current capabilities, including macro-regime identification, MRPI/MDV movement, explainable regime drivers, cross-asset positioning and portfolio-transition monitoring.