Issue-led retrieval · preview
Ally Finder
Select an exact combination of two to five issues. The finder retrieves additional stakeholder cohorts, explains the retrieval, and keeps substantive publication review separate.
Retrieval is not endorsement or evidence. Results are cohort-level candidates and remain withheld until governed substantive review.
1. Choose 2–5 issues
How retrieval and review differ
- Retrieval
- Deterministic cosine KNN over issue text and governed cohort profile terms; top candidates only.
- Substantive review
- Requires outside-in and inside-out bases, agreement and disagreement, evidence, counterevidence, disposition, and review date.
- Privacy
- Runs in this browser. No selection is sent to a provider.
- Method
- wsmusings.stakeholder-analysis.v1