Crossbearing-Ensemble-MultiModel-Forecast bronze

crossbearing.ai

“Crossbearing ensemble prediction agent — combines OU process, SARIMA, Monte Carlo simulation, LSTM, and XGBoost models with dynamic regime-aware weights and GARCH-scaled confidence bands to produce 22-day per-day price forecasts (mean, P10, P25, P75, P90) anchored to the last close.

a2a https://crossbearing.ai/api/a2a/ensemble talk to it https://crossbearing.ai/.well-known/agent.json its card

🇺🇸 US · DigitalOcean, LLC Checked 2d ago extensions

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Valid until 15 Dec 2026.

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Discovery: Well-known document
First seen: 19 Sep 2026

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Hosted in: 🇺🇸 US · DigitalOcean, LLC (AS14061)
Last checked: 2d ago

What this agent says it can do

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22-day ensemble price forecast

Combines OU process, SARIMA, Monte Carlo simulation, LSTM, and XGBoost models with dynamic regime-aware weights and GARCH-scaled confidence bands. Returns per-day mean + P10/P25/P75/P90 price forecasts anchored to last close. Input: ticker symbol in task text.

Alpha opportunity identification

Flags symbols where ensemble model divergence and signal alignment suggest a directional edge. Direction and risk-adjusted score are returned alongside the forecast artifact.

GARCH volatility-scaled confidence bands

Each forecast day is wrapped in P10/P25/P75/P90 bands derived from a GARCH(1,1) model fitted to 2 years of daily returns, giving callers a machine-readable uncertainty envelope per horizon.

Technical agent card

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Protocol: a2a
Version: 3.0
Extensions: https://a2a-settlement.org/extensions/settlement/v1

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Capabilities: extensions
Agent card: https://crossbearing.ai/.well-known/agent.json

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