Matching workspace
Find a relevant peer pathway
Choose a broad context, then review how the system arrives at a primary and backup match. This demo is transparent by design so teams can inspect matching behavior before any real deployment.
Step 1
Signal
Choose one broad context area. The demo avoids names, contact details, and sensitive free text.
Step 2
Rank
The matcher scores fit through staged compatibility, safety, and fairness-aware adjustments.
Step 3
Review
A primary and backup match are shown with score progression for auditability.
First-run tips
- Pick the broadest context that feels true right now.
- Treat the first result as a starting point, not a label.
- Use backup match if the primary fit feels off.