All Modules
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
- 1Extracts and clusters themes from all institutional documents and data
- 2Tracks topic trajectories over time — rising, stable, declining
- 3Maps topics to entities, programs, geographies, and risk levels
- 4Generates 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.