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Topic Intelligence

Topic Intelligence automatically identifies, clusters, and tracks thematic patterns across your entire institutional landscape. It reveals what's trending, what's emerging, and what's being missed.

12x

Topics Auto-Identified

94%

Cross-Program Insights

6mo

Earlier Hotspot Detection

67%

Analyst Time Saved

What it solves

  • Thematic patterns across audits, complaints, and reports go unconnected
  • Institutional hotspots are identified manually, months after emergence
  • Cross-program patterns are invisible to siloed teams
  • Emerging topics lack early warning mechanisms

How it works

  • 1
    Extracts and clusters themes from all institutional documents and data
  • 2
    Tracks topic trajectories over time — rising, stable, declining
  • 3
    Maps topics to entities, programs, geographies, and risk levels
  • 4
    Generates topic intelligence briefs with supporting evidence

Why it's different

Not keyword search — semantic topic understanding
Tracks topic evolution, not just occurrence
Cross-domain synthesis across all institutional data
Predictive topic trajectory modeling

Intelligence outputs

Topic landscape maps with clustering
Trend trajectories with velocity indicators
Cross-program topic correlation reports
Emerging topic early warning alerts

See Topic Intelligence in action.

Request access to see how Topic Intelligence transforms your oversight capabilities.