Agentic AI for Relationship & Investment Managers
A digital twin of a private banker's decision-making, matching Fixed Coupon Note positions to each client's real risk appetite.
Category :
Agentic AI / Finance
Client :
Private Banker
Deployment :
Agentic AI
Real-time
Over-exposure alerts and appetite-matched curation
The
Challenge
A private banker managing Fixed Coupon Note (FCN) portfolios needed to keep every client's exposure to a single stock within their real risk appetite - a judgment call that used to live entirely in the banker's head.
Our Approach
We built a digital twin of the banker's decision-making: a dashboard that reads each client's appetite, flags when an FCN position pushes a client toward over-exposure to one stock, and curates new investment opportunities that fit their risk profile.
The Outcome
The banker now gets an appetite-matched shortlist and an over-exposure alert instead of holding every client's risk tolerance in memory.