About
Mission
Start from facts. Read the structure.
Economic news is filled with journalists' speculation, expert opinions, and emotional language, making it difficult to discern what actually happened. Macro Insight Daily strips opinions from source material, extracts only verifiable facts, classifies them by domain and temporal significance, and delivers structured information that empowers investors to make their own informed decisions.
Approach
Every day, we remove subjectivity from the news, classify facts across multiple dimensions, and assign temporal depth.
Fact Extraction
Systematically filters 8 opinion marker categories — speculation, evaluation, emotions — and applies multi-stage verification to extract only verifiable facts.
STEEPS Classification
Classifies facts across 6 STEEPS domains — Social, Technology, Ecology, Economy, Politics, Values — and a 5-stage temporal scale (Phenomenon, Fad, Micro-trend, Trend, Mega-trend) to distinguish short-term noise from structural shifts.
Insight Generation
Interprets newly collected facts within the context of structural changes in society, deriving meaningful investment implications through independent writing and verification processes.
Periodic Quality Review
Verifies the accuracy and classification of extracted facts, and periodically re-examines whether active trends remain valid, ensuring the reliability of all content.
Editorial Process
Macro Insight Daily combines AI-powered extraction with human judgment to produce every piece of content.
AI-Powered Fact Extraction
Multi-stage verification algorithms filter opinions from source material and extract only verifiable facts.
Human Review & Approval
Every extracted fact undergoes editorial review for accuracy and context before publication.
Independent Verification
Writing and verification are separated, with different perspectives cross-checking content accuracy and investment implications.
Data Sources
We collect information daily from credible sources, including major global economic media, wire services, and central bank publications. All content is based on facts with clearly attributed sources.