Data Sources
The intelligence pipeline — structured data feeds powering AI-curated market analysis
News APIs
Structured, machine-readable news data with sentiment analysis and entity tagging. These sources provide the raw intelligence feed that powers impact scoring and market synthesis.
Bing News Search
Broad news coverage with real-time indexing. Provides high-volume article feeds with basic sentiment classification.
NewsData.io
Structured news API with category filtering and historical archives. Supports crypto, finance, and politics verticals.
RavenPack
Enterprise-grade NLP-powered news analytics. Provides entity-level sentiment, relevance scores, and event detection.
Alternative & Geopolitical Data
Behavioral data, conflict indices, and geopolitical risk monitoring. These non-traditional data sources provide context that conventional news APIs miss.
Paradox Intelligence
Behavioral intelligence platform tracking social unrest, migration patterns, and economic stress indicators across emerging markets.
BBVA Geopolitics Monitor
Geopolitical risk monitoring system providing conflict probability indices, trade disruption forecasts, and sovereign risk signals.
Pipeline Architecture
Data Ingestion
Raw feeds from Bing News Search, NewsData.io, and RavenPack are normalized into a common schema with entity extraction and sentiment scoring.
Enrichment
Articles are cross-referenced with Paradox Intelligence behavioral data and BBVA Geopolitics Monitor conflict indices to add geopolitical context.
Impact Scoring
Each article receives a 1-10 impact score based on NLP analysis, entity significance, historical pattern matching, and source reliability weighting.
Discrepancy Detection
Aggregated sentiment is compared against real-time market prices (VIX, VWAP, prediction markets) to identify mispricing opportunities.
Market Synthesis
High-impact events trigger automated Market Brief generation with structured analysis: what happened, market impact, and suggested trades.