Methodology
How we bring you
the signal.
MintJane is an AI-powered news platform. Here's how we turn hundreds of daily articles into clear, actionable intelligence — without the noise.
Our Pipeline
Collection
We monitor 16+ RSS feeds from authoritative sources covering AI, tech, crypto, Apple, EVs, and science. New articles are ingested automatically every day.
AI Categorization
Each article is analyzed and categorized using keyword matching and source-aware classification. Our system assigns categories with confidence scores to ensure accuracy.
Deduplication
Duplicate and near-duplicate articles are identified and merged. We compare titles, URLs, and content similarity to keep only the most authoritative version of each story.
Story Clustering
Related articles from different sources are grouped into story clusters. This gives you the full picture — not just a single outlet's perspective.
Editorial Summary
Each story cluster gets a summary highlighting why the story matters and key takeaways. AI produces the first pass. Our systems are monitored and improved continuously.
Relevance Ranking
Stories are ranked by relevance based on source authority, recency, breaking-news signals, and cross-source coverage. The most important stories surface first.
AI & Human Oversight
AI produces the first pass. A human reviews our systems, source policies, and output quality. We continuously refine our categorization, deduplication, and clustering algorithms to improve accuracy.