Hari AI Technical Specification

An analytical co-pilot built on verifiable reasoning.

Hari AI avoids black-box predictions. It decomposes multi-timeframe price action, checks for anomalous volatility, and produces verifiable rationale with confidence metrics.

Core Intelligence Capabilities

Market Context Summarization

LIVE

Condenses multi-timeframe price action, support/resistance clusters, and liquidity pools into clear bullet points.

Multi-Factor Signal Decomposition

LIVE

Breaks down why a setup is identified, scoring trend alignment, RSI divergence, and volume anomalies independently.

Counter-Factual Scenario Comparison

BETA

Evaluates 'what-if' market moves: impact of an upcoming central bank speech or unexpected geopolitical headline.

Data Uncertainty & Stale Flagging

LIVE

Explicitly warns if market feeds have high latency, missing candles, or wide illiquid spreads.

Automated Strategy Hypothesis Generation

PLANNED

Explores parameter grids to suggest candidate rules for backtesting in the Strategy Lab.

Deterministic Safety Rails & Operational Non-Negotiables

In compliance with risk governance best practices, Hari AI is strictly constrained by deterministic software gates:

AI outputs are strictly informational and do not constitute financial advice.

Zero direct broker routing: every order proposal requires manual confirmation or deterministic risk authorization.

Deterministic bounds: AI cannot override account risk limits, leverage ceilings, or kill-switch locks.

Auditable reasoning trace: every generated signal retains its prompt, contextual inputs, and timestamp.

AI Limitations Disclosure:

Hari AI does not possess predictive foreknowledge or certainty regarding market movements. Financial markets are subject to exogenous shocks, black swan events, and liquidity droughts that cannot be modeled by probabilistic algorithms. Hari AI is an analytical research tool, not a registered investment advisor.

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