Financial News Pipeline

The news pipeline collects financial reporting from a registry of configured publications and provider sources.

Permitted access

NataPulse uses:

• public RSS or Atom feeds;
• official publisher or aggregator APIs;
• licensed feeds and connectors;
• manually configured sources with a valid access path.

It does not scrape prohibited pages or bypass paywalls. A publication in the source registry can remain pending when no permitted feed or licence is available.

Processing

A news item is:

1. associated with its publication and source tier;
2. normalized into a common title, summary, timestamp, URL, and entity model;
3. deduplicated against canonical links and content;
4. scored for relevance, importance, and confidence;
5. compared with recent independent coverage;
6. published only when product gates are met.

Source weighting

Publications can have different reliability and priority tiers. Higher-tier reporting can contribute more confidence, but no publication receives automatic truth status.

Cross-outlet confirmation

NataPulse looks for independent outlets reporting the same development within a relevant time window. This can strengthen confidence and cluster fidelity.

The system attempts not to overcount syndication or repeated versions of the same underlying report. Confirmation is strongest when the reporting is independently sourced or supported by primary evidence.

Product use

Published news events can:

• appear in Live Pulse and Event Explorer;
• join clusters and narratives;
• support reports and Deep Research;
• appear as cited Analyst evidence;
• corroborate social, market, filing, or on-chain events.

Limitations

Headlines can omit material context. Reports can be corrected. Publication timestamps can differ from the underlying event time. A paywalled article may expose only permitted metadata or feed content, not the full text.

Users should open the original source and check for updates when a conclusion depends heavily on one article.