AI Prospect Discovery Meeting Prep for Advisors

A discovery brief should help an advisor ask relevant questions without turning incomplete research into a story about someone else's finances. Use AI to organize permitted material, then check each statement against its source. An inferred asset balance or personality label is not a verified fact.

Start with a defined meeting purpose

Write down what the meeting needs to establish: what the person wants help with, what services the firm offers, and which questions remain unanswered. A first conversation does not require a detailed financial profile.

Use a blank brief with five fields: meeting purpose, confirmed background, information supplied by the prospect, unanswered questions and next steps. Leave a field empty when evidence is missing. The advisor can ask about it in the meeting.

Choose information the firm may use

Begin with an inquiry form, the prospect's own email and introduction notes shared for this purpose. Add public business information only when relevant and permitted by the source's terms and the firm's policies.

Public availability does not make every collection, inference or reuse unrestricted. Check access conditions, data-provider terms, privacy requirements and the firm's retention policy. Do not scrape private profiles, bypass access restrictions or collect family details to manufacture a personal connection.

For a covered institution, the SEC's Regulation S-P amendments address safeguarding information and related recordkeeping. Which requirements apply to a particular prospect record needs the firm's compliance assessment. A generic AI prompt cannot establish that assessment.

A fictional preparation example

Assume a fictional prospect supplied this note: "I changed employers and want to understand how you work with retirement accounts. I have not decided whether to move anything."

A useful brief would distinguish:

The brief does not recommend a rollover or any other transaction. Those decisions require the firm's applicable advice and supervision process.

A prompt for an evidence-based brief

Using only these permitted notes, prepare a discovery-meeting brief. Separate information supplied by the prospect, externally sourced facts, unresolved questions and missing information. Give each factual statement its source. Do not infer wealth, health, family circumstances, personality or investment suitability. Draft questions that clarify the person's goals. Do not recommend a product, account transfer or tax action.

Run a trial with fictional notes before introducing an approved workflow to real information. Check whether the output adds a fact, merges two people with similar names or treats an old job title as current.

Review before the meeting

Open each external source and verify the person, date and context. Check that the brief does not expose unrelated information. Replace leading questions such as "When do you want to move your IRA?" with an open question about what the person wants to understand.

Do not treat a vendor's wealth estimate as a statement of assets. If a data product is used, record its limitations and approval separately from the meeting brief. A prediction remains a prediction even when the output looks precise.

Keep the handoff clear

Record corrections after the conversation and retain the material under the firm's approved policy. A prospect record does not become exempt from all obligations just because no client agreement has been signed.

Measure preparation time including source checking and corrections. Also record unsupported statements caught in review. Faster drafting is useful only if the advisor receives a more reliable brief. For a comparison requested during discovery, use the fee-schedule workflow with actual documents and separate calculations.