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8. Forecast Design

Rather than committing to fixed prediction windows, AIZEN generates time-framed forecasts calibrated to portfolio execution.

Forecast horizons adapt dynamically based on:

  • Market regime

  • Volatility

  • Liquidity

  • Portfolio risk constraints

This ensures predictions align with signal durability and execution windows, not short-term speculation.

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AIZEN produces execution-aligned forecasts with explicit time durability, rather than point predictions.

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