How Analyst44 works

Analyst44 is not designed to predict price. It is built to interpret market structure and translate raw data into stable, actionable context.

The system continuously evaluates how the market behaves over time, focusing on persistence, consistency, and environment — not single bars.

Data → Structure → Regime

Every analysis follows the same flow:

• Data: Daily OHLC bars and volatility context.
• Structure: Trend strength, slope, range behavior, follow-through.
• Regime: A stable market state describing the environment.

This process avoids reacting to short-term noise and instead identifies how the market is actually behaving.

Stability first (why regimes don’t flip daily)

Analyst44 treats regimes as environment states, not daily labels. Once a regime is established, it remains active until multiple sessions confirm a structural change.

• Minor deviations are treated as noise.
• Single candles never force a regime change.
• Conflicting signals trigger a “Transition / Unstable” state.

AI interpretation layer

The AI layer does not generate trades. Its role is to classify behavior and explain it in clear language.

• It evaluates consistency across sessions.
• It assigns a confidence score (0–100).
• It produces short, human-readable explanations.

What you get from the system