How it works
The pipeline behind every story.
Most misinformation in India does not start as completely fake news. It starts as selective framing, emotional phrasing, missing context, or sourceless forwarding. Our pipeline runs four stages of work between a publisher hitting publish and a reader seeing the story.
Ingest
We pull stories from authentic Indian and international sources. The pipeline processes around 10,000 articles a day across Hindi, English, and Bangla.
Analyse in language
Each story is read in its original Indic language wherever possible. Bias lives in idioms, honorifics, and local framing, all of which are lost when content is translated to English first.
Attribute and flag
Every claim is tied back to its source. Loaded language, one sided framing, missing attribution, and unsupported claims are flagged before content reaches the feed.
Summarise
Each story is condensed into a 60-word summary with the source visible. Readers can scan the summary, click through to verify, and decide for themselves.