Forecast methodology

AI forecasts across horizons, scenarios, and analyst disagreement

iPulse forecast pages are designed to help investors separate short-term market noise from medium- and long-term thesis shifts. The product emphasizes horizon-aware reasoning, scenario comparison, and transparent limitations.

3-6 months

Useful for current market regime, near-term catalyst, and volatility context.

1-3 years

Useful for earnings, adoption, macro cycle, and strategy execution assumptions.

5 years

Useful for long-range thesis, compounding assumptions, disruption, and structural risk.

Research architecture

Why this matters for investors

These pages explain the public-facing logic behind iPulse so visitors can understand the product before signing up.

Horizon-aware interpretation

A three-month forecast should not be interpreted the same way as a five-year thesis. iPulse separates timeframes so users can compare near-term volatility, medium-term catalysts, and long-term compounding assumptions.

Events, frictions, and tail risks

The forecast framework is not only a price path. It also captures drivers, frictions, opportunities, risk events, and narrative signals that may explain why analyst views diverge.

Consensus is a decision-support signal

Consensus scoring is not a guarantee. It is a structured summary of direction, magnitude, volatility, and agreement across analyst voices, designed to support deeper research.