About Finance Intelligence Brief

What We Do

Finance Intelligence Brief delivers news intelligence by aggregating, analyzing, and contextualizing developments across artificial intelligence — from model releases and research breakthroughs to policy decisions, funding rounds, and corporate strategy.

Every story is enriched with multi-source verification, entity tracking, sentiment analysis, and interactive data components that provide context beyond headlines.

Our Methodology

1. Multi-Source Aggregation

Our intelligence pipeline monitors dozens of authoritative sources including major news outlets, research repositories (arXiv, Google Scholar), government databases, SEC filings, and industry publications. We don't rely on any single source.

2. AI-Assisted Analysis

Stories are processed by an AI pipeline that classifies topics, identifies entities, assesses sentiment, and generates contextual intelligence briefs. All AI-generated content is clearly based on verified source material — we do not fabricate facts, quotes, or data points.

3. Multi-Source Verification

Each story clusters related reporting from multiple outlets. We surface the number of independent sources covering each development, helping readers assess the reliability and significance of the news.

4. Entity Tracking

Companies, people, products, and technologies mentioned in stories are linked to persistent entity profiles. This creates a living knowledge graph that provides historical context across stories.

5. Quality Controls

Every generated article passes through quality validation that checks for factual grounding against source material, coherence, and appropriate attribution. Articles that fail quality checks are rejected or revised before publication.

Data Sources

Our pipeline ingests from these categories of sources:

  • News outlets: Reuters, AP, Bloomberg, TechCrunch, The Verge, Ars Technica, and others via RSS
  • Research: arXiv preprints, Google Scholar alerts, conference proceedings
  • Government: FTC, EU Commission, NIST publications, congressional records
  • Financial: SEC filings, earnings transcripts, funding announcements
  • Industry: Company blogs, product announcements, developer documentation

Transparency

We believe in being transparent about our process:

  • Every story shows its source articles — you can always verify our analysis
  • AI-assisted content generation is disclosed (this site uses AI throughout its pipeline)
  • Financial data comes from official market data providers and is timestamped
  • We do not accept payment for coverage or rankings
  • Entity profiles are generated from public information only

Limitations

Finance Intelligence Brief is an automated intelligence service. While we strive for accuracy:

  • AI-generated analysis may contain errors or misinterpretations
  • Financial data may be delayed — do not use for trading decisions
  • Coverage reflects the sources we monitor and may not be exhaustive
  • Sentiment and impact scores are algorithmic assessments, not editorial judgment

Contact

Questions about our methodology or data sources? Reach us at hello@getfinancebrief.com.