> ## Documentation Index
> Fetch the complete documentation index at: https://vicewire.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

> The main concepts behind ViceWire's event model, novelty tracking, relevance signals, geography, business-surface mapping, and claim-status interpretation.

This section introduces the main concepts behind the ViceWire data model.

The goal is not to document every field in one place. The goal is to explain how ViceWire thinks about company-specific events, repeated coverage, sentiment, relevance, geography, and claim certainty so the rest of the payload is easier to interpret.

<Columns cols={2}>
  <Card title="Event Model Overview" icon="calendar-range" href="/docs/event-model" colorLight="#FFFDA8" colorDark="#407272">
    How one article becomes one or more structured event objects for a specific security.
  </Card>

  <Card title="Directional Layers" icon="chart-line" href="/docs/directional-layers" colorLight="#FFFDA8" colorDark="#407272">
    How event meaning and FinBERT tone are kept as separate but complementary layers.
  </Card>

  <Card title="Business Impact Mapping" icon="buildings" href="/docs/business-impact-mapping" colorLight="#FFFDA8" colorDark="#407272">
    How each event is mapped to the part of the company most directly implicated.
  </Card>

  <Card title="Novelty Tracking" icon="sparkles" href="/docs/novelty-tracking" colorLight="#FFFDA8" colorDark="#407272">
    How ViceWire separates genuinely new developments from repeated, syndicated, and related follow-up coverage.
  </Card>

  <Card title="Entity Relevance Signals" icon="newspaper" href="/docs/entity-relevance-signals" colorLight="#FFFDA8" colorDark="#407272">
    How article-level signals distinguish true company coverage from passing or peripheral mentions.
  </Card>

  <Card title="Geography Data" icon="earth-americas" href="/docs/geography-data" colorLight="#FFFDA8" colorDark="#407272">
    How place is captured only when it is materially relevant to the event described in the article.
  </Card>

  <Card title="Facts vs Rumors" icon="badge-check" href="/docs/facts-vs-rumors" colorLight="#FFFDA8" colorDark="#407272">
    How ViceWire separates officially confirmed claims from sourced reporting and market speculation.
  </Card>
</Columns>

The current public examples in these docs focus on Apple, but the concepts in this section describe the underlying company-specific event model more broadly.