Sector: Banking
Personalized Wealth Management (Lead-to-Revenue)
The Challenge: Wealth management is moving from “Relationship-based” to “Intelligence-based.” Advisors struggle to personalize pitches for thousands of prospects. A generic “Retirement Planning” email no longer converts. To capture High-Net-Worth (HNW) “Lead-to-Revenue,” firms need to connect market macro-trends to a prospect’s personal life events.
The Technical Solution
We build a Hyper-Personalization Engine that bridges the CRM (Salesforce/Dynamics) with the Investment Research portal.
The Lead-Intelligence Agent
Uses Agentic Search to find recent news about a prospect (e.g., “Sold a tech company,” “Joined a non-profit board,” “Children starting college”).
The Portfolio Synthesis Agent
Accesses the firm’s internal “House View” (via RAG) on sectors like Clean Tech or AI Infrastructure.
The Content GenAI
Merges these two data streams to draft a bespoke “Investment Opportunity Brief.” It doesn’t just say “Buy Tech”; it says: “Based on your recent exit from the SaaS space, you may be over-weighted in software. We suggest diversifying into AI Hardware, specifically Company X, which aligns with your philanthropic focus on sustainable manufacturing.”
The "Revenue Agent" Workflow
The agent doesn’t stop at the draft. It monitors the prospect’s engagement with the email. If they open the “AI Hardware” section twice but don’t reply, the agent alerts the advisor: “Prospect John is highly interested in the Hardware section. I’ve drafted a follow-up with the 10-K analysis for Company X. Would you like me to send it now?”
Conversion
45% increase in lead-to-client conversion rate.
AUM Growth
Average “Time to First Deposit” decreases by 60%.
Scale
One advisor can now effectively “Personalize” for 500 prospects instead of 50.
Zenith AI Company