Switchboard
Switchboard is a competitor-intelligence tool for RIAs and financial advisors, built by Pep Dekker as a demo for Wealthbox. It connects competitor pain signals to enriched RIA profiles and AI-written outreach.

Competitor intelligence built as a Wealthbox demo. Connects competitor pain signals to enriched RIA profiles and AI-written outreach.
How it works
- 01
It watches who's losing advisors.
Switchboard tracks public SEC filings (SEC IAPD data) for signs a competing RIA is struggling - advisors leaving, that kind of thing.
- 02
It builds a real profile.
Using Clay, it fills in the picture: firm size, assets under management, and who the actual decision makers are.
- 03
Claude writes the first message.
Anthropic's AI drafts outreach personalized to that firm's specific situation, so a human isn't starting from a blank page.
Stack
- SEC IAPD data
- Clay
- Anthropic Claude