Otras herramientas de IA
Global Predictions is an AI-powered financial intelligence platform that turns complex economic data into clear, actionable portfolio advice. Built by ex-hedge fund engineers, its Economic Insights Engine links all your assets—stocks, crypto, real estate—and delivers personalized 12-month forecasts, risk scores, and trade ideas in minutes. Free for individuals, with Pro and API tiers for family offices and fintechs, it blends a living Knowledge Graph, ensemble modeling, and LLM guidance to help users stay ahead of macro shocks and hidden risks.
- Data Ingestion Layer – More than 10,000 global time series (macro, fixed-income, equity, crypto, real-estate, ESG) are extracted, de-noised, and standardized daily.
- Knowledge Graph – Entities (countries, sectors, securities) are mapped as nodes; causal links become edges. The graph auto-updates as new data arrives, capturing second-order spillovers often missed by siloed models.
- Ensemble Forecasting – Instead of a single model, hundreds of regressions, dynamic-factor models, and gradient-boosted trees run in parallel. A Bayesian meta-learner weights each forecaster by recent out-of-sample accuracy, producing 12-month point and distribution forecasts for everything from U.S. CPI to emerging-market equities.
- Anomaly Monitor – A separate unsupervised layer flags daily statistical anomalies—think sudden freight-rate spikes or sovereign-credit drifts—alerting users to tail-risk events before they hit headlines.
- LLM-Guided Conversations – Large language models sit on top of the engine, translating numerical outputs into plain-English rationale. Users can ask, “Why did my diversification score drop?” and receive a narrative citing macro drivers, sector correlations, and portfolio-specific exposures.
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