S // Skill · Wealth Management

Vulnerable Client Monitoring Skill

The Skill that watches the book for the signals of client vulnerability — life events, portfolio moves, comms tone — and escalates to the adviser before the outcome does.

Problem

Vulnerability is spotted after the fact — through a complaint, a family call, or a regulator letter.

Outcome

Every signal is triaged and routed the day it appears.

Skill spec

What this Skill needs and what it returns

Inputs
  • Comms
  • Portfolio activity
  • Life-event data
Outputs
  • Vulnerability flag
  • Rationale
  • Adviser routing
Firm Memory scopes
  • Vulnerability policy
  • Prior flags
Guardrails
  • Human always owns the response
  • Flag rationale reviewable
Eval criteria
  • Catch rate on a labelled set
  • False-flag rate
Sector

Wealth Management

OS layer

skills

Vulnerability is spotted after the fact — through a complaint, a family call, or a regulator letter.

The Skill's job inside your AI-First OS is to make every signal is triaged and routed the day it appears.. It reads from the Firm Memory scopes listed above, calls the Model Router with policy-appropriate models, and returns outputs in the firm's own shape — with the guardrails and evals the compliance team can sign.

Ship this Skill

This Skill is one of several we build inside a KJ Capital AI-First OS. Engagements start with a two-week £15k AI Diagnostic. We audit your systems, design the OS across the six layers, and ship the first version of Skills like this one inside the following six to twelve weeks.

FAQ

Isn't this intrusive?

It runs only on data the firm already holds and processes. Consent applies.

Ship this Skill inside your firm

Every KJ Capital engagement begins with a two-week £15k AI Diagnostic. We design your AI-First OS end-to-end, cost the build, and name the first three Skills to ship.