How CausifyMarket Works

CausifyMarket transforms a constant stream of global news and market data into clear, structured, causal analysis.

1. Continuous News Aggregation

Every 30 minutes our pipeline ingests articles from licensed news APIs (NewsAPI, GNews, APITube), wire services (Reuters, Bloomberg, AP, FT) and official institutional sources. A deduplication engine eliminates redundant entries.

2. AI-Powered Causal Analysis

Each article is processed by Google Gemini and OpenAI GPT models running through the Lovable AI Gateway. The models translate, classify, score market relevance, and extract cause-and-effect relationships across stocks, FX, commodities, and digital assets.

3. Structured Report Generation

Hourly market reports are produced on the hour with a focus on intraday developments. A more detailed daily report is generated at 15:35 UTC covering the U.S. market close.

4. Human Editorial Oversight

Methodology, editorial standards, and disclaimers are maintained by Leonardo Regantini. AI output is treated as draft material; every report carries a prominent AI-generated disclaimer.

Why This Approach Works

CausifyMarket anchors every analysis on verifiable sources, causal reasoning, and a reproducible structure — so readers can compare reports across time and form their own conclusions.