The Financial Vulnerability Risk Scoring Index, or FVRSI, is Ubiquity AI’s dynamic algorithm for interpreting structured customer engagement and observed behaviour. It categorises financial vulnerability into ten ordered bands and clusters customers into treatment options.
Ten bands, different realities
The algorithm distinguishes conditions that can look identical on a ledger but require different treatment. At one end are consumers with transient or transactional payment issues. At the other are people experiencing severe structural vulnerability where conventional debt recovery may be inappropriate or ineffective.
Why bands instead of a single binary flag?
Vulnerability is not simply present or absent. A banded system supports proportional intervention, clearer auditability and different customer journeys while preserving institutional policy controls. Taken together, the ten bands and the treatment options they map to form a vulnerability framework that institutions govern with their own policy rules.
From signal to treatment
The value of FVRSI is not the score by itself. The value is what the score changes: depth of engagement, timing, language, support options, escalation pathways and the decision to involve a human specialist.