Would you let an AI chatbot do your client acquisition and Form 5500 research?

[Chase Miller]

I have been experimenting with a new way to use Form 5500 data, and I am curious whether retirement plan professionals would find it useful—or consider it a bridge too far.

I built a connection between a Form 5500 databaase and AI agents such as Claude Code and Codex. The technical name for the connection is an “MCP,” but the simplest explanation is that it works like a secure data source.

A normal AI chatbot can talk and write using the open internet, but it cannot automatically reach into a specialized database. The MCP gives it permission to ask PlanProvider.Pro (like Judy Diamond) specific questions and return source-linked answers. You still ask the question in plain English.

For example:

• “Look up the retirement plan for these five companies and summarize the latest filing year, participants, and assets.”
• “Who are the listed advisor, auditor, recordkeeper, and administrator for this plan?”
• “Find retirement plan auditors in Texas and show me their profiles.”
• “Turn this named list of prospective employers into a research brief and identify possible reasons for a conversation."

So the real question may not be, “Would you let AI do your client acqustion research?” It may be, “Which parts of prospect research would you trust it to prepare before a human reviews the work?”

I would especially like to hear from the skeptics:

• What research task would you try first?
• Where would you require a human checkpoint?
• What mistake or privacy concern would make you refuse to use it?

Here is the plain-English overview and setup guide:
https://planprovider.pro/form-5500-ai-mcp

Full disclosure: I built this, and I am looking for candid feedback—not just compliments.