Use cases
Know when to pay attention—without changing your stack.
Use our signals as an overlay on existing tools, for early warning alerts, and for monitoring market quality and fragility across markets.
As an overlay on existing tools
Layer belief-dynamics signals on top of the charts, feeds, and workflows you already use.
For alerts and early warning
Get notified when consensus tightens, stability drops, or surprise risk rises.
For monitoring market quality and fragility
Track when “calm” becomes suspicious across many markets at once.
For research and analysis
Study how collective confidence forms and collapses over time—without claiming directional predictions.
Typical workflows
Monitor
Watch a dashboard for fragile calm, regime changes, and emerging instability.
Alert
Route signals into notifications so you’re pulled in only when needed.
Integrate
Use the API to enrich internal tools, reports, or market health monitoring.