WHY VRITTA
Articles tell you what was published.Events tell you what happened.
Financial information arrives as a stream of filings, announcements, and reporting. Vritta organizes that stream around the underlying event, then adds the facts, evidence, and company context needed to understand it.
- 01Sources
- 02One event
- 03Structured facts
- 04Materiality
- 05Market reaction
EVENTS OVER ARTICLES
One occurrence, not six versions of the same story.
An exchange filing, a company announcement, and several articles may all describe one underlying development. Vritta clusters those documents around a canonical MarketEvent so teams can follow the occurrence instead of repeatedly processing headlines.
- 01
Connect multiple documents to one event
- 02
Retain immutable raw sources for audit and reprocessing
- 03
Track when the event first appeared and how the story evolved
CONTEXT OVER GENERIC IMPORTANCE
Materiality depends on the company, not the headline.
A ₹500 crore order can be routine for one business and transformative for another. Vritta is designed to compare event values with revenue, market capitalization, EBITDA, enterprise value, or order book wherever the data supports it.
- 01
Separate narrative importance from financial materiality
- 02
Use deterministic ratios before model-generated judgment
- 03
Preserve the calculation context behind every score
EVIDENCE OVER OPAQUE OUTPUT
Every conclusion should lead back to its source.
Vritta prioritizes exchange, regulatory, and company filings over secondary reporting. Structured facts and claims retain their provenance, confidence, pipeline version, and source relationships so research teams can verify what the system found.
- 01
Primary sources ranked ahead of secondary coverage
- 02
Traceable claims, facts, models, and pipeline versions
- 03
Confidence and contradiction signals designed for review
THE NORTH STAR
See what changed, why it matters, and the evidence behind it.
Vritta is building a historical event graph for Indian equities—not another consumer news feed.