Wealth Management Firms · Readiness Checklist

AI readiness checklist for wealth management firms.

Sixteen checks we run before scoping an eight-week pilot in a multi-office wealth firm. Clear answers here are the difference between a measured pilot and an expensive experiment.

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Workflow and ownership

  • Meeting preparation steps are consistent enough across advisors to describe as one workflow.
  • Client onboarding has a named owner at each handoff, and the handoffs are listed.
  • Someone can state how long advisor meeting preparation and onboarding currently take.
  • Service follow-up obligations after meetings are tracked somewhere other than memory.

Documents and data

  • CRM records, notes, and client documents are accessible under one permission model.
  • Household and relationship structures are represented consistently in the CRM.
  • Onboarding forms, suitability evidence, and account documents have defined storage locations.
  • Client data residency and privacy boundaries are explicit for any AI processing.

Controls and accountability

  • The actions that always require advisor or compliance approval are written down.
  • Supervision and record-keeping obligations for AI-assisted client communication are understood.
  • There is an agreed position on which models and vendors may touch client information.
  • Leadership has decided who is accountable if an AI-drafted client document contains an error.

Pilot readiness

  • One workflow—meeting briefs, onboarding, or CRM hygiene—can be named as the first candidate.
  • A small group of advisors and reviewers can commit time during an eight-week window.
  • Baseline cycle times and record-completeness rates can be measured before automation starts.
  • Success and stop conditions can be agreed before any build begins.

What the Score Tells You

Mostly yes: pilot now. Mostly partly: two weeks of groundwork first.

A firm that answers yes to most workflow and control items can move straight to a bounded pilot. Gaps in documents and data usually mean a short standardization pass first—it is cheaper to fix filing conventions before automation than during it. Either way, the checklist turns a vague AI ambition into a scoped, measurable first move.

Put the Checklist to Work

Score the checklist with us in a working session.

Bring your honest answers. We will identify the strongest first workflow, the gaps that matter, and what an eight-week pilot could measure.

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